Table of Contents

• Entropy-Driven Curriculum for Multi-Task Training in Human Mobility PredictionTianye Fang, Xuanshu Luo, Martin Werner 0001. 1-10 [doi]
• Can LLMs Help Allocate Public Health Resources? A Case Study on Childhood Lead TestingMohamed Afane, Ying Wang 0113, Juntao Chen. 1-10 [doi]
• False Negative Aware Learning for Cross-Modal Video-Text Retrieval: When Intra-Modal Auxiliary Signals Meet Cross-Modal ObjectivesYichao Deng, Birong Sima. 1-6 [doi]
• FEC-Real: Enhancing Financial Time Series Task with a Hybrid EncoderZhilu Zhang, Procheta Sen, Tong Chen 0005, Zhengyong Jiang, Jionglong Su. 1-10 [doi]
• Enhancing Cross-Domain Visual Localization via Self-Supervised Contrastive LearningTing-Hsuan Liu, Eric Hsueh-Chan Lu. 1-10 [doi]
• Dynamic Topology Optimization for Non-IID Data in Decentralized LearningBart Cox, Antreas Ioannou, Jérémie Decouchant. 1-10 [doi]
• A Knowledge-Graph Translation Layer for Mission-Aware Multi-Agent Path Planning in Spatiotemporal DynamicsTed Edward Holmberg, Elias Ioup, Mahdi Abdelguerfi. 1-10 [doi]
• Investigating National Security Risks in the Metaverse and Big Data EnvironmentsJodhbir Singh, Saeed-ur Rehman, Shafiq Alam, Alireza Jolfaei. 1-10 [doi]
• GraphRouter: Adaptive Acyclic k-Path Counting with High PrecisionYongming Yi, Yuyang Peng, Tiejun Li, Hongxu Jin, Xinbiao Gan. 1-10 [doi]
• Steganographic Data Exfiltration for Model Stealing: A Case Study on Energy Critical Infrastructure IEC 61850 DatasetsGustavo Sánchez 0001, Muhammad Qasim, Ghada Elbez, Veit Hagenmeyer. 1-10 [doi]
• Should a Data Space be a "Space"? From Boundary-First Designs to Thin CoreKazuma Hatano, Noboru Koshizuka. 1-10 [doi]
• A Study on Compact Data Structure-Based Compression Techniques for Grid DataJiyoung Kim, Hyojoong Kim. 1 [doi]
• Attack Group Profiling Using Registration Abuse Information of Phishing DomainsKyung Rae Noh, Shinho Lee, Minjae Kim, Wookhyun Jung, Wonrak Lee, Kyungmin Lee, Jung-Sik Cho. 1 [doi]
• Degree-Based Scheduling and Memory Management for Large-Scale Exact Online GNN InferenceAlireza Namazi, Haiying Shen, Tanmoy Sen, Minjia Zhang. 1-10 [doi]
• Evaluating Explainable AI Implementation and User Agency Across Major Social Media PlatformsShafiq Alam, Aditya Pawade, Muhammad Sohaib Ayub, Saeed-ur Rehman, Asma Ayub. 1-10 [doi]
• Satellite-AIS Fusion for Container Terminal Analytics: Towards Digital Port Operations in Tokyo's Ohi TerminalsWenru Zhang, Ryuichi Shibasaki. 1-10 [doi]
• Development of Classification Model for Identifying Denied Pill: Using Sift and CnnChanggyun Kim, Seungwon Kim, Se Jin Kwon, Taemin Lee. 1 [doi]
• Decentralized Trust for Space AI: Blockchain-Based Federated Learning Across Multi-Vendor LEO Satellite NetworksMohamed Elmahallawy, Asma Jodeiri Akbarfam. 1-10 [doi]
• When Data & AI Converge for Good, Societal Impact AcceleratesNitesh V. Chawla. 1 [doi]
• An Agentic Data System for Analyzing Heterogeneous DataGuoliang Li 0001. 2 [doi]
• Urban Computing: Enabling Spatio-Temporal Intelligences in CitiesYu Zheng 0004. 3 [doi]
• Vector Database Systems: Foundational Data Infrastructure for the Age of AIXiaofang Zhou 0001. 4 [doi]
• Training and Reusing AI Agents for Data ExplorationSihem Amer-Yahia. 5 [doi]
• qc-kmeans: A Quantum Compressive K-Means Algorithm for NISQ DevicesPedro Chumpitaz-Flores, My Duong, Ying Mao, Kaixun Hua. 6-15 [doi]
• Why Softmax Attention Outperforms Linear AttentionYichuan Deng 0002, Zhao Song 0002, Kaijun Yuan, Tianyi Zhou 0002. 16-25 [doi]
• CGFNet: Frequency-Domain Causal Discovery and Dual-Path Spectral Filtering for Wildfire PredictionHangyuan Du, Dengke Su, Liang Bai 0001, Gaoxia Jiang, Lu Bai 0001, Wenjian Wang. 26-35 [doi]
• Supervision Densification is All You Need for Graph Neural RecommendersPing-Ru Lee, Cheng-Te Li. 36-43 [doi]
• Accelerating k-means ++ AlgorithmJiehao Liang, Somdeb Sarkhel, Zhao Song 0002, Chenbo Yin 0002, Zhen Zhuang, Danyang Zhuo. 44-53 [doi]
• TSGM: Regular and Irregular Time-Series Generation Using Score-Based Generative ModelsHaksoo Lim, Jaehoon Lee 0002, Sewon Park 0004, Minjung Kim, Noseong Park. 54-63 [doi]
• On Efficient Computation of Generalized Distance OraclesZhao Song 0002, Jason Zhang, Jiahao Zhang. 64-73 [doi]
• Diffusion Modeling is Volumetric Barrier FunctionYang Cao 0020, Yubin Chen, Xiaoyu Li, Zhao Song 0002. 74-79 [doi]
• A Quick and Exact Method for Distributed Quantile ComputationIvan Cao, Jaromir J. Saloni, David A. G. Harrison. 80-85 [doi]
• QIBONN: A Quantum-Inspired Bilevel Optimizer for Neural Networks on Tabular ClassificationPedro Chumpitaz-Flores, My Duong, Ying Mao, Kaixun Hua. 86-91 [doi]
• Reward-Aware Shapley Compensation: a Probabilistic and Game-Theoretic Approach in Cooperative Sharing EconomiesAngela Li, David Li 0003. 92-98 [doi]
• Generation, Validation, and Selection: A Proof-by-Contradiction Reasoning Chain Data Synthesis Method for Enhancing Indirect Reasoning in Large Language ModelsRunsheng Li, Kai Sun, Bin Shi, Bo Dong 0001. 99-104 [doi]
• FedPSG-CAG: Generating Participants Samples Based on Correlated Attributes Generation and Vertical Federated ImputationXin Liu 0092, Hangxuan He, Ying Qian, Feng Chen, Qingjie Wei, Hongjun Zhu. 105-110 [doi]
• Automatic Lifestate Identification for High-Dimensional Time Series DataSamuel Smith, Gavin Smith, John Harvey. 111-118 [doi]
• LLM and GNN Are Complementary: Distilling LLM for Multimodal Graph LearningJunjie Xu, Zongyu Wu 0001, Minhua Lin, Xiang Zhang 0001, Suhang Wang. 119-124 [doi]
• CHEX: A Cascade of Heterogeneous Experts for Instance-Wise Credit AssessmentDaphney-Stavroula Zois, Charalampos Chelmis, Mahsa Azarshab, Ali Salehi Darjani. 125-130 [doi]
• Breaking Global Ground: A Load Shedding Approach for Distributed Complex Event ProcessingSukanya Bhowmik, Olaf Markus Link, Henriette Röger, Kurt Rothermel. 131-141 [doi]
• Labeling Copilot: A Deep Research Agent for Automated Data Curation in Computer VisionDebargha Ganguly, Sumit Kumar, Ishwar B. Balappanawar, Weicong Chen, Shashank Kambhatla, Srinivasan Iyengar, Shivkumar Kalyanaraman, Ponnurangam Kumaraguru, Vipin Chaudhary. 142-151 [doi]
• GPU-Accelerated Maximal Quasi-Clique MiningMichael Greenbaum, Ke-fan, Wajid Manzoor, Guimu Guo. 152-161 [doi]
• SDT-GNN: Streaming-Based Distributed Training Framework for Graph Neural NetworksXin Huang 0020, Weipeng Zhuo, Minh Phu Vuong, Shiju Li 0001, Jongryool Kim, Bradley Rees, Chul-Ho Lee. 162-172 [doi]
• FAW: Filetype and Application Aware Write Buffer Management to Reduce Write Amplification FactorYoungbin Jin, Han Jang, Dongjun Lee, Ben Lee. 173-182 [doi]
• Host Bridge Level Cache in Memory-Centric Fabric and its Impacts on Disaggregated Memory SystemYoung-Woo Kim, Hyuk-Je Kwon, SongWoo Sok, Jinmee Kim, Hag-Young Kim, Seung-Jun Cha, Kwangwon Koh, Kangho Kim. 183-190 [doi]
• Typhoon: A Slice-Scrambled In-Place LSD SortZelun Liu, Arif Arman, Dmitri Loguinov. 191-200 [doi]
• FLEXI: Phase-Aware Function Resizing for Heterogeneous Serverless GPU WorkloadsShruti Mohanty, Vivek M. Bhasi, Jashwant Raj Gunasekaran, Prashanth Thinakaran, Mahmut T. Kandemir, Chita R. Das. 201-210 [doi]
• Edge-Optimized Voice Control with 0.26 M Parameters: Distilling 86M Adaptive Window Audio Transformer for Real-World Variable-Length InputsPinze Ren, Zhen Chen, Yinjun Wu, Weiran Lin, Qilong Shi, Chao Li, Jianxin Yang. 221-228 [doi]
• Resource Overcommitment with Granular and Pattern-Based Machine Learning PredictionsAli Zafar Sadiq, Haiying Shen, Tanmoy Sen, Nan Deng, Sunan Xiang. 229-238 [doi]
• P2S-XR: Predictive and Scalable Scheduling for Concurrent Multi-User XR ServicesYaru Zhao, Shoulu Hou, Binyang Li, Yakun Huang. 239-248 [doi]
• EffiTabu: A Static Job Scheduling Optimization Algorithm Based on Improved Tabu SearchRuchao Cai, Yan Li, Jing Bian. 249-254 [doi]
• ParaGrapher: A Parallel and Distributed Graph Loading Library for Large-Scale Compressed GraphsMohsen Koohi Esfahani, Syed Ibtisam Tauhidi, Marco D'Antonio, Thai Son Mai, Hans Vandierendonck. 255-260 [doi]
• Hierarchical Model Trees for Semantic Summarization and Adaptive InferenceDamien Foucard, Moneer Martini, Lukas Bender. 261-266 [doi]
• Vertical Federated Learning on Scattered Directive: Enforcing Policies on VFL WorkflowsJake Jongejans, Alexandros Koufakis, Ana Oprescu. 267-274 [doi]
• GPU Native Computation of Scalable Tensor ProgramsTanvir Ahmed Khan, Leonidas Fegaras. 275-281 [doi]
• DEPUTY: A DPU-Based Network Offloading Architecture with Minimal CPU Involvement for Stable Network PerformanceYuchan Lee, Sooho Jang, Sookwang Lee, Shinyoung Ahn, Jaehwan Lee 0001. 282-288 [doi]
• A Contextual Bandit Approach to Dynamic Thread Tuning in Data Pipeline SystemsYuanhe Liu, Qiuping Zhang, Longfei Yue, Zhenkun Zheng, Ying Guo. 289-296 [doi]
• Dally: A Network-Placement Sensitive Cluster Scheduler for Deep LearningAakash Sharma, Vivek M. Bhasi, Sonali Singh, Mahmut T. Kandemir, George Kesidis, Chita R. Das. 297-304 [doi]
• Trustworthy Scheduling for Big Data ApplicationsDimitrios Tomaras, Vana Kalogeraki, Dimitrios Gunopulos. 305-310 [doi]
• HyProv: Hybrid Provenance Management for Scientific WorkflowsVasilis Bountris, Lauritz Thamsen, Ulf Leser. 311-320 [doi]
• LLM Based Knowledge Graph Approach to Automating Medical Device Regulatory ComplianceSubhankar Chattoraj, Karuna Pande Joshi. 321-328 [doi]
• COSE: Continuous Shapes Extraction from Dynamic Knowledge GraphsBaya Dhouib, Raja Appuswamy. 329-339 [doi]
• Hypergraph Structure Recommendation Model with Counterfactual LearningXinglin Liu, Yutong Zhang, Youhan Qi, Xin Wang 0035, Ying Wang 0009. 340-348 [doi]
• Prioritizing Data Repair Tasks for Graph Data with ProbabilitiesKosei Naito, Hiroyoshi Ito, Atsuyuki Morishima. 349-358 [doi]
• User-Aware Denoising Sequential Model for Multi-Behavior RecommendationYouwanhong Shan, Zhiyun Chen. 359-368 [doi]
• VirtualGCN - Enhancing Graph Collaborative Filtering with Virtual InteractionsPatrick Soga, Yushun Dong, Yaochen Zhu, Jundong Li, Tong Zhao 0003, Neil Shah. 369-378 [doi]
• MetaSynth: Multi-Agent Metadata Generation from Implicit Feedback in Black-Box SystemsShreeRanjani SrirangamSridharan, Ali Abavisani, Reza Yousefi Maragheh, Ramin Giahi, Kai Zhao 0011, Jason H. D. Cho, Sushant Kumar. 379-388 [doi]
• Dual-Space Relational Contrastive-Aware Neighbor-Hood Matching Method for Entity AlignmentQiwen Tan, Tiezheng Nie, Derong Shen, Yue Kou. 389-398 [doi]
• Integrating Hypergraph and Fourier Transform for Sequential RecommendationShiyu Wei, Linlin Zhang, Taozhi Wang, Jiaqi Hou, Madina Mansurova, Baurzhan Belgibayev, Kai Zhao. 399-408 [doi]
• Multi-granular Negative Sampling Framework for Multi-modal Knowledge Graph CompletionYunhao Xu, Ruishen Liu, Xiangfeng Luo. 409-417 [doi]
• Unveiling the Dynamics of Multi-Dimensional Filter Bubbles in News RecommendationManal A. Alshehri, Xiangliang Zhang 0001. 418-425 [doi]
• Intent Based Knowledge Graph Aware Recommender System with Causal InferenceQigong Bi, Yun Yang, Yongliang Ding, Peng Pu. 426-432 [doi]
• Simple and Behavior-Driven Augmentation for Recommendation with Rich Collaborative SignalsDoyun Choi, Cheonwoo Lee, Jaemin Yoo. 433-438 [doi]
• Entity-Aware Pretraining of Large Language Models for Recommendation SystemsZhixuan Chu, Yifan Zhu. 439-444 [doi]
• Robust Legal Element Verification with Iterative LLMs for Enhanced Data QualityShijia Jiang, Hongan Chen, Haochen Jia, Ronghui Han, Hao Wang. 445-451 [doi]
• A Conceptual Model for Metadata Management with DCAT v3: Emphasizing Dataset Series, Versioning, and ManifestsMinJun Kim, Heesun Won. 452-457 [doi]
• A Taxonomy and Resolution Strategy for Client-Level Disagreements in Federated LearningDaan Rosendal, Ana Oprescu. 458-465 [doi]
• CLCO: Enhancing Chinese-Centric Low-Resource Machine Translation Through Domain-Specific Corpus OptimizationSongxi Xu, Lianxi Wang 0001. 466-471 [doi]
• Enhancing Recommendation Systems with a Cross-Integrated Graph Attention Factorization Machine and Triple TrainingMingbao Yang, Zhiwen Zhao, Qing-Guo Wang, Fengbin Wu, Zijin Li, Yunfang Xu. 472-477 [doi]
• Selective Multi-Hop Type-Aware Enhancement for Context-Limited Knowledge Graph Entity TypingYuhe Bai, Modou Gueye, Hubert Naacke. 478-487 [doi]
• SAMAG: Structure-Aware Multi-Agent Graph Generation with Large Language ModelsJingcheng Cen, Jiarui Ji, Zhen Wang 0036, Zhewei Wei, Yaliang Li, Bolin Ding. 488-499 [doi]
• Large-Scale Analysis of User Feedback on AI-Powered Mobile AppsVinaik Chhetri, Krishna Upadhyay, A. B. Siddique 0001, Umar Farooq 0002. 500-509 [doi]
• Implicit Hypergraph Neural NetworkAkash Choudhuri, Yongjian Zhong, Bijaya Adhikari. 510-519 [doi]
• ReactionTeam: Teaming Experts for Divergent Thinking Beyond Typical Reaction PatternsTaicheng Guo, Changsheng Ma, Xiuying Chen, Bozhao Nan, Kehan Guo, Shichao Pei, Olaf Wiest, Nitesh V. Chawla, Xiangliang Zhang 0001. 520-529 [doi]
• ShapeToVec: Encoding Polygonal Shapes with Extreme Area Variability for Effective Approximate Jaccard Similarity QueriesBuddhi Ashan Mallika Kankanamalage, Satish Puri, Anju Soman, Matthew Schwennesen, Sushil K. Prasad. 530-539 [doi]
• Updatable Balanced Index for Stable Streaming Similarity Search Over Large-Scale Fresh VectorsYuhui Lai, Shixun Huang, Sheng Wang. 540-549 [doi]
• Rapid Detection of the Smallest k-Minimum Bounding Rectangles for Moving ObjectsJaeyoung Lee, Younghoon Kim. 550-559 [doi]
• Central-Guided Convolutional Dual Attention for Document-Level Event Argument ExtractionChengdong Lin, Jianghao Lin, Dong Zhou 0001, Yongmei Zhou, Aimin Yang 0002. 560-568 [doi]
• AdvQA: Query-Aware Adversarial Training for Knowledge Graph ReasoningZiyan Liu, Lihui Liu. 569-578 [doi]
• HTRGN: Hybrid Temporal-Aware and Relation-Enhanced Graph Neural Network for Extrapolation Reasoning in Temporal Knowledge GraphsZhenxi Lu, Tingxuan Chen, Jun Long, Zidong Wang 0005, Liu Yang 0015. 579-588 [doi]
• Unsupervised Timeline Summarization via Time-Aware Graph Structural Entropy MinimizationFan Peng, Yantuan Xian, Hongbin Wang 0002, Yuxin Huang 0004, Ran Song 0002, Zhengtao Yu 0001. 589-598 [doi]
• Effective Neural Author-Topic Modeling by Leveraging Pre-Trained Language ModelsYingda Shen, Da Yan, Yang Zhou. 599-608 [doi]
• Spectral Clustering of Categorical and Mixed-Type Data via Extra Graph NodesDylan Soemitro, Jeová Farias Sales Rocha Neto. 609-617 [doi]
• EdgeLA: A Label-Based Cloud-Edge Collaborative Architecture for Shortest-Path QueriesXiubo Zhang, Xu Li, Ye Li 0002, Zijie Zhou, Yan Li 0122, Leong Hou U. 618-627 [doi]
• Adaptive Degree-Based Conformal Prediction for Individual Treatment Effect Estimation on Networked DataXiaofan Zhou, Jing Ma 0002, Lu Cheng 0001. 628-637 [doi]
• Multi-Identifier Leveraging Text-Visual Construction for Multimodal Generative RecommendationZizhong Zhu, Xiaowang Zhang, Zhiyong Feng 0002. 638-646 [doi]
• LLM-Driven Effective Knowledge Tracing by Integrating Dual-Channel DifficultyJiahui Cen, Jianghao Lin, Dong Zhou 0001, Weixuan Zhong, Jin Chen, Aimin Yang 0002, Yongmei Zhou. 647-652 [doi]
• Contrastive Anomalous User Detection in Recommender Systems via Multi-Semantic PathsHangyuan Du, Liu Yang, Liang Bai 0001, Gaoxia Jiang, Lu Bai 0001, Wenjian Wang. 653-658 [doi]
• The Multi Agent Meeting and Graph Center Problems on Massive GraphsStefan Funke, Claudius Proissl, Sabine Storandt. 659-665 [doi]
• RLTR-LLM: A Temporal Knowledge Graph Few-Shot Out-Of-Graph Link Prediction Method Integrating RL-Based Temporal Retrieval and LLM GenerationMengyu Han, Jinpeng Li, Hang Yu 0006, Xiangfeng Luo. 666-671 [doi]
• A Complete Evaluation Method for Factual Knowledge Base on AMRPeng Hu, Zhengtao Li, Lulu Li. 672-678 [doi]
• RKBQA: Revise-Once Correction for Generate-then-Retrieve KBQAWenbo Huang, Lihui Liu. 679-686 [doi]
• A Polytope-Centric Technique for Efficient Domain Partitioning in Function SortingXiyao Li, Ying Cai, Soamar Homsi. 687-694 [doi]
• IVF-TPE: Accelerating Multi-Probe Approximate Nearest Neighbor Search with a Two-Phase Pruning ApproachXu Li, Ke Li 0019, Leong Hou U. 695-700 [doi]
• Topology-Induced Graph Transformer for Graph Representation LearningPeiyu Liang, Yuzhou Chen, Xubin He. 701-707 [doi]
• Multi-Feature Fusion Strategies for Enhancing Knowledge Graph EmbeddingChenchen Liu, Fei Pu, Bailin Yang, Lirong Cheng. 708-715 [doi]
• Real-Time Multi-Range Query Processing on Streaming TrajectoriesHui Luo, Farhana Choudhury, Jun Yan, Chen Chen 0017, Xi Chen. 716-721 [doi]
• ExpandFuse: A Hybrid Retrieval Framework with Query Expansion and Topic-Aware Reranking for Multi-Hop Question AnsweringKeerthana Murugaraj, Salima Lamsiyah, Martin Theobald. 722-729 [doi]
• CAE: Character-Level Autoencoder for Non-Semantic Relational Data GroupingVeera V. S. Bhargav Nunna, Shinae Kang, Zheyuan Zhou, Virginia Wang, Sucharitha Boinapally, Michael Foley. 730-737 [doi]
• EasyTUS: A Comprehensive Framework for Fast and Accurate Table Union Search Across Data LakesTim Otto. 738-745 [doi]
• Let them have CAKES: A Cutting-Edge Algorithm for Scalable, Efficient, and Exact Search on Big DataMorgan E. Prior, Thomas J. Howard III, Oliver McLaughlin, Terry Ferguson, Najib Ishaq, Noah M. Daniels. 746-751 [doi]
• Explainable Graph Neural Architecture Search via Monte-Carlo Tree SearchYuya Sasaki 0001. 752-757 [doi]
• Towards Faster External-Memory Graph Computing on Small NeighborhoodsDi Xiao 0003, Yi Cui, Dmitri Loguinov. 758-763 [doi]
• T-RDF: A Task-Based Parallel System for Efficiently Answering SPARQL QueriesLyuheng Yuan, Da Yan 0001, Saugat Adhikari, Jiao Han, Lei Zou 0001, Yang Zhou 0001. 764-769 [doi]
• Spatio-Temporal Convolution Enhancement for Temporal Dynamics in Information Diffusion PredictionYajing Zhang, Lei Zhang. 770-775 [doi]
• DAO-GP Drift Aware Online Non-Linear Regression Gaussian-ProcessMohammad Abu-Shaira, Ajita Rattani, Weishi Shi. 776-785 [doi]
• LAET: A Layer-Wise Adaptive Ensemble Tuning Framework for Pretrained Language ModelsJawad Ibn Ahad, Muhammad Rafsan Kabir, Robin Krambroeckers, Sifat Momen, Nabeel Mohammed, Shafin Rahman. 786-795 [doi]
• Sig-Patchformer: A Path Signature Based Transformer for Efficient Time Series ForecastingRohan Akkineni, Chandrasekhar Uddagiri. 796-801 [doi]
• Teacher-Guided One-Shot Pruning via Context-Aware Knowledge DistillationMd. Samiul Alim, Sharjil Khan, Amrijit Biswas, Fuad Rahman 0001, Shafin Rahman, Nabeel Mohammed. 802-811 [doi]
• Efficient Adversarial Malware Defense via Trust-Based Raw Override and Confidence-Adaptive Bit-Depth ReductionAyush Chaudhary, Sisir Doppalpudi. 812-821 [doi]
• Continual Causal Effect Estimation for Dataset Shifting Streams in Marketing OptimizationBaining Chen, Yiming Zhang, Yuqiao Han, Ruyue Zhang, Ruihuan Du, Zhishuo Zhou, Zhengdan Zhu, Xun Liu, Jiecheng Guo. 822-830 [doi]
• IT-GNN: Interactive Two-Stage GNN for Multi-Atlas Brain Network AnalysisZhu Chen, Haonan Rao, Lijun Zhao, Mingliang Wang, Weiping Ding 0001, Jiashuang Huang. 831-837 [doi]
• BadSAD: Clean-Label Backdoor Attacks Against Deep Semi-Supervised Anomaly DetectionHe Cheng, Depeng Xu 0001, Shuhan Yuan. 838-845 [doi]
• Knowledge Guided Encoder-Decoder Framework: Integrating Multiple Physical Models for Agricultural Ecosystem ModelingQi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Shiyuan Luo, Zhenong Jin, Yiqun Xie, Xiaowei Jia. 846-855 [doi]
• Fast Active-Set Thresholding Method for Nonnegative Least SquaresBenjamin Cobb, Ramakrishnan Kannan, Konstantin Pieper, Piyush Sao, Yongseok Soh, Jee W. Choi, Richard W. Vuduc, Haesun Park. 856-867 [doi]
• ATS and BEMAF-UNet for Accurate and Robust Renal Histopathology Image SegmentationLinfeng Du, Xiang Li 0210, Zhang Yi 0001, Dehan Li. 868-875 [doi]
• Deep Active Re-Labeling: Toward Noise-Resilient Annotation EfficiencyMd. Abdullah Al Forhad, Weishi Shi. 886-895 [doi]
• Uncertainty Modeling and Enhanced Gather-And-Distribution Mechanism for Multi-Person Pose Estimation in Dense ScenesYuan Gao, Xiaobo Zhang, Yutao Liu, Andrew Lim, Yan Yang, Hui Zhang. 896-904 [doi]
• ClipMPCAD: Few-Shot Anomaly Detection with LLM-Guided Prompts and Multi-Attention FusionYue Han, Shengchang Wang, Yongquan Xue, Zhaoru Guo, Kaiyuan Jin, Jiao Li, Lei Wang, Yongke Li, Panpan Zheng. 905-914 [doi]
• Multi-View Partial Label Metric LearningJianjun He, Jinghua Li, Jianhong Sun, Ruirui Zheng, Yu Zhou, Peng Xu. 915-924 [doi]
• IResNets: Iterative Residual Neural NetworksShiquan He, Randy C. Paffenroth. 925-934 [doi]
• Gradient Free Multi-Objective Counterfactual Explainability for Multivariate Time Series ClassificationQi Huang, Sofoklis Kitharidis, Furong Ye, Marius Ottolini, Thomas Bäck, Niki van Stein. 936-946 [doi]
• SWAT-NN: Simultaneous Weights and Architecture Training for Neural Networks in a Latent SpaceZitong Huang, Mansooreh Montazerin, Ajitesh Srivastava. 946-955 [doi]
• Implementing Efficient Linear Bandits Via Sketches and Random ProjectionsLilia Izri, Benoît Groz, Silviu Maniu. 956-965 [doi]
• Hard-Token Spatiotemporal Pre-TrainingMingxu Jiang, Jiaxing Liu, Yiyan Xu, Haoyang Hu, Liang Xie. 966-974 [doi]
• Federated Knowledge Expansion for Collections of Heterogeneous DevicesXiaopeng Jiang, Cristian Borcea. 975-984 [doi]
• ESPNet: Edge-Aware Graph Representation Learning Over Analyst-Firm Bipartite Networks for Earnings Surprise PredictionSiqi Jiang, Xinyuan Tao, Ajim Uddin, Zhi Wei 0001, Dantong Yu. 985-994 [doi]
• Quantum-Optimized Selective State Space Model for Efficient Time Series PredictionStefan-Alexandru Jura, Mihai Udrescu, Alexandru Topîrceanu. 995-1004 [doi]
• Time-Aware Multimodal Climate Forecasting: Aligning Numerical and Textual Signals for Context-Aware Long-Term PredictionsEunjin Kim, Eunil Park. 1005-1014 [doi]
• Probing LLM Hallucination from Within: Perturbation-Driven Method via Internal KnowledgeSeongmin Lee 0007, Hsiang Hsu, Chun-Fu Richard Chen, Duen Horng (Polo) Chau. 1015-1033 [doi]
• A Theoretical Framework Bridging Attention and SVM Optimization Dynamics and SparsityZhihang Li, Zhao Song 0002, Jiale Zhao. 1034-1043 [doi]
• ParaCUP-NBR: Next-basket Recommendation via Parallel Modeling of Compatibility and User Preference with Multi-attribute ItemsJianfu Li, Yuying Yang. 1044-1053 [doi]
• AURORA: An Adaptive and Unsupervised Framework for Robust Anomaly Detection via Historical Model ReuseDanlei Li, Mingyu Fan, Nirmal Nair 0001, Akshat Bisht, Kevin I-Kai Wang. 1054-1063 [doi]
• Reinforcement Learning-Driven Stochastic Control for Scalable Incentive Optimization in Big Data PlatformsAngela Li, David Li 0003. 1064-1073 [doi]
• Physics-Guided Gradient Boosting Under Distributed PDE Constraints: A Unified Theoretical Framework for Scalable Spatiotemporal LearningDavid Li 0003, Angela Li. 1074-1083 [doi]
• Impact-Aware Retrieval Defense: Mitigating Word Substitution Ranking Attacks for Enhanced StabilityJunping Liu, Xiaolong Li, Xinrong Hu, Wangli Yang, Wanqing Li 0009, Jie Yang 0009, Wenbin Zhang, Yi Guo 0001. 1084-1093 [doi]
• Every Lie Has a Grain of Truth: Disentangling Deception from Authentic Content for Fake News DetectionJunping Liu, Zhenhao Hu, Xinrong Hu, Wangli Yang, Wanqing Li 0009, Jie Yang 0009, Yi Guo 0001. 1094-1103 [doi]
• PHCL: Prescription Recommendation via Hypergraph-Enhanced Contrastive LearningMeixi Lu, Long Tan, Yeran Wang. 1104-1112 [doi]
• FACT: Gated Fusion-Augmented Causal Mask Transformer for Pseudotime AnalysisZhen Lu, Chengjie Zheng, Iris Shen, John Quackenbush, Viola Fanfani, Wei Ding 0003, Ping Chen 0001. 1113-1122 [doi]
• Causal Disentangled Representation Learning or Unbiased Treatment Effect EstimationHui Meng, Keping Yang, Xuyu Peng, Bo Zheng. 1123-1132 [doi]
• Efficient Neuro-Symbolic Predictive Modeling for Near-Miss Accident Detection in High-Velocity Video StreamsPhuong Thi Mai Nguyen, Minh-Son Dao, Swe Nwe Nwe Htun, Koji Zettsu. 1133-1142 [doi]
• IRIS: Interpretable Risk Clustering Intelligence for Survival AnalysisKazi Noshin, Bojian Hou, Mary Regina Boland, Zixuan Wen, Boning Tong, Li Shen 0001, Aidong Zhang 0001. 1143-1152 [doi]
• Hierarchical Fusion Network for Day-Ahead Wind Power ForecastingXiaodong Ouyang, Cheng Chen 0072, Guozhen Zhang, Ke Tang 0001. 1153-1161 [doi]
• Gaussian Process Tilted Nonparametric Density Estimation Using Fisher Divergence Score MatchingJohn Paisley, Wei Zhang 0262, Brian Barr. 1162-1171 [doi]
• JustDense: Just Using Dense Instead of Sequence Mixer for Time Series AnalysisTaekhyun Park, Youngjae Lee, Daesan Park, Dohee Kim, Hyerim Bae. 1172-1184 [doi]
• 3D Human Pose Estimation with Spatio-Temporal Topological DecouplingXiaolong Qin, Xiaowei Zhang. 1185-1193 [doi]
• Goal-Conditioned Reinforcement Learning for Data-Driven Maritime NavigationVaishnav Vaidheeswaran, Dilith Jayakody, Samruddhi Mulay, Anand Lo, Md Mahbub Alam, Gabriel Spadon. 1194-1203 [doi]
• Option Pricing based on the DeepOption Framework with Arbitrage-Free Constraints and an Enhanced Transformer ModelZhaoju Wang, Qiao Pan, Fei Huang. 1204-1211 [doi]
• Confidence-Aware Fine-Tuning of Sequential Recommendation Systems Via Conformal PredictionChen Wang 0052, Fangxin Wang 0003, Ruocheng Guo, Yueqing Liang, Philip S. Yu. 1212-1221 [doi]
• Staleness-Based Subgraph Sampling for Training GNNs on Large-Scale GraphsLimei Wang, Si Zhang, Hanqing Zeng, Hao Wu, Zhigang Hua, Kaveh Hassani, Andrey Malevich, Bo Long, Shuiwang Ji. 1222-1231 [doi]
• SDP-DETR: End-To-End Detection of Aircraft Skin Defects Via Dynamic Multi-Scale Aware MechanismLifeng Wei, Chufan Pang, Xinzheng Xu. 1232-1237 [doi]
• DNRSelect: Active Best View Selection for Deferred Neural RenderingDongli Wu, Haochen Li, Xiaobao Wei. 1238-1247 [doi]
• TP-Bundle: Interactive Hierarchical Edge Bundling for Large Graphs with Transformer-Based PrefetchingXinyan Xie, Jianxin Sun 0001, Claire X. Shen, Hongfeng Yu 0001. 1248-1257 [doi]
• PanicleVis: A Multidimensional and Multilevel Graph-Based Visualization System for Spatiotemporal Panicle Phenotyping DataXinyan Xie, Jianxin Sun 0001, Warren Z. Huang, Harkamal Walia, Hongfeng Yu 0001. 1258-1267 [doi]
• Uncovering Treatment Response Patterns with Topological Clustering of Brain NetworksJiaying Yi, Jian Yin 0020, Rahul Ghosal, Julius Fridriksson, Rutvik Desai, Yuan Wang 0057. 1268-1277 [doi]
• Modeling Frequency Correlation to Achieve Better Long-Term Series ForecastingYuejing Zhai, Yiping Li, Wuman Luo. 1278-1287 [doi]
• A Group Zero-Inflated Poisson Model for Automobile Near-Miss Event Risk PredictionXinbo Zhang, Montserrat Guillen, Lishuai Li, Xin Li, Frank Youhua Chen. 1288-1297 [doi]
• Transformer for Heterogeneous GraphsShiyin Zhang, Zheng Fang 0007, Guojie Song. 1298-1306 [doi]
• DAADiff: A Dual-Axis Adaptive Framework for Real-Time Video InpaintingZheyan Zhang, Diego Klabjan, Renee C. B. Manworren. 1307-1316 [doi]
• Sobol's Total Indices for Accurate and Scalable Feature Exclusion in High-Dimensional DataZonghan Zhang, Zhiqian Chen. 1317-1326 [doi]
• A Margin Enhanced Data Augmentation Method for Imbalanced Credit Default PredictionHong Zhang, Yuansheng Chen, Ximing Liu, Jinran Wu, Yichao Liao, Yayong Li. 1327-1336 [doi]
• Federated Multi-Modal Knowledge Graph Representation Learning with Optimal Transport AlignmentKinan Al-Attar, Ali Nosrati Firoozsalari, Rajiv Ramnath. 1337-1342 [doi]
• CAREER1: Reasoning Models for Career Path Prediction via Reinforcement LearningShuzhang Cai, Ying Xie, Shaojie Tang 0001. 1343-1350 [doi]
• Orchestrate-on-Graph: A Multi-Agent Hybrid Retrieval and Reasoning Framework for Reliable LLM ReasoningBohan Cao, Gewei Lu, Liping Shen. 1351-1356 [doi]
• Meta-Learning with Adaptive Borrowing for High Dimensional Moment Condition ModelAbhisek Chakraborty, Anirban Chakraborty 0008. 1357-1363 [doi]
• FedNSA: Federated Noise-Signature Alignment for Model-Heterogeneous UAV Vehicle DetectionTianshi Che, Yang Zhou 0001, Tonghui Li, Qing Chang, Da Yan 0001, Huaguo Zhou, Zhe Jiang 0001. 1364-1369 [doi]
• SD-CIL: A Structurally Decoupled Framework for Balancing Stability and Plasticity in Online Class-Incremental LearningMengyun Chen, Jinyong Cheng, Zhe Zhuang, Zhonghe Wei. 1370-1375 [doi]
• GFHF-Net: A 3D Global-Fine Hierarchical Fusion Network for Accurate Lung Nodule SegmentationFeng Chen, Xiaobo Zhang, Zixuan Zhao, Jinyu Bao, Xiaoping Qiu, Na Ma. 1376-1381 [doi]
• Tricks and Plug-Ins for Gradient Boosting in Image ClassificationBiyi Fang, Truong Vo, Jean Utke, Diego Klabjan. 1382-1388 [doi]
• HyperGAT: Hypergraph Attention Network for Stock Movement PredictionJianliang Gao, Shilin Xie, Shujin Wang, Xiaohua Tony Hu. 1389-1395 [doi]
• Don't Look Back in Anger: MAGIC Net for Streaming Continual Learning with Temporal DependenceFederico Giannini, Sandro D'andrea, Emanuele Della Valle. 1396-1403 [doi]
• Cybersecurity Text Classification: Challenging the Perceived Superiority of LLMs Over Conventional Machine LearningDzenan Hamzic, Markus Wurzenberger, Florian Skopik, Max Landauer, Lukas Linauer, Andreas Rauber. 1404-1411 [doi]
• Dynamic Temperature Scheduler for Knowledge DistillationSibgat Ul Islam, Jawad Ibn Ahad, Fuad Rahman 0001, Mohammad Ruhul Amin, Nabeel Mohammed, Shafin Rahman. 1412-1417 [doi]
• SR-GFEA: A Super-Resolution Algorithm with Geometric Feature Extraction and AlignmentRishabh Jain, Ranga Raju Vatsavai. 1418-1425 [doi]
• PersonalizedHD: Hyperdimensional Online Learning with Scalable Personalization and Memory-Efficient ReplayShinhyoung Jang, Junyoung Lee, Seohyun Kim, Hyunsei Lee, Ilhong Suh, Yeseong Kim. 1426-1431 [doi]
• Federated Continual Learning Using Concept MatchingXiaopeng Jiang, Pritam Sen, Cristian Borcea. 1432-1439 [doi]
• SAVe-Vis: An End-to-End Multimodal Framework for Schema-Aware and Self-Validating Data Visualization GenerationYi Li, Jiana Meng, Di Zhao 0003, Bolin Wang. 1440-1447 [doi]
• A Chinese Fake Review Detection Model Based on BERT and Sentiment Analysis Embedding: Dataset Construction and Model OptimizationXieyuan Li, Haochen Wang. 1448-1455 [doi]
• From Text to Insight: Towards Robust RAG Pipelines for Transcript-Based Clinical ScreeningGiuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan. 1456-1461 [doi]
• A Geographical Distance-Enhanced Spatial-Temporal Graph Neural Network for Bike Demand PredictionYifei Luo, Junyu Chen, Xi Jiang, Yu Liu, Lin Zhang. 1462-1467 [doi]
• Quantile Forecasting of Solar Radiation in the Amazon Using Deep Learning and Signal DecompositionAndre Marques, Pedro Correa. 1468-1473 [doi]
• DC-CP: Data Collaboration Conformal Prediction from Model Training to Conformal Prediction in Single-Round Communication While Preserving PrivacyTomoru Nakayama, Yuji Kawamata, Akira Imakura, Yukihiko Okada. 1474-1479 [doi]
• MMP: Towards Robust Multi-Modal Learning with Masked Modality ProjectionNiki Nezakati, Md Kaykobad Reza, Ameya Patil, Mashhour Solh, M. Salman Asif. 1480-1485 [doi]
• SGFusion: Stochastic Geographic Gradient Fusion in Federated LearningKhoa Nguyen, Khang Tran, NhatHai Phan, Cristian Borcea, Ruoming Jin, Issa Khalil. 1486-1493 [doi]
• Interpretable Multivariate Anomaly Detector Selection for Automatic Marine Data Quality ControlNgoc-Thanh Nguyen 0002, Astrid Marie Skålvik, Emmanouil Sylligardos, Rogardt Heldal, Patrizio Pelliccione, Paul Boniol, Themis Palpanas, Sverre Jakob Alvsvåg. 1494-1499 [doi]
• Contrastive Self-Supervised Learning for Text Incoherence DetectionPhuong Nguyen, Tuan M. V. Le, Julian McAuley. 1500-1507 [doi]
• QNQCDE: Efficient Dialogue Embeddings Based on Contrastive Learning Using Question and Non-Question PairsJiHyeon Oh, Subeen Choe, Jihoon Yang. 1508-1513 [doi]
• Leveraging Pre-Trained Language Models for Realistic Adversarial AttacksNuzaer Omar, Ademola Adesokan, Sanjay Madria. 1514-1521 [doi]
• Efficient Longitudinal Feature Selection Via Binarized Transformation: Theory and Case StudiesJason Orender, Jiangwen Sun, Mohammed Zubair. 1522-1527 [doi]
• Stochastic Variational Inference with Tuneable Stochastic AnnealingJohn Paisley, Ghazal Fazelnia, Brian Barr. 1528-1533 [doi]
• Balancing Decorrelation and Label Predictability for Deep Graph Representation LearningNaeun Park, Heasoo Hwang. 1534-1540 [doi]
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• CAR-RAG: Category-Aware Hybrid Retrieval-Augmented Generation for Hallucination MitigationTatiana Petrova, Dmitrii Koriakov, Radu State. 1547-1554 [doi]
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• Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time SeriesOnur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi. 1579-1584 [doi]
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• Diffusion Models: A Systematic Review From Generative Theory to Applications in Group ActivityFangxu Wu, Gang Zhang. 1591-1596 [doi]
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• A Deep Learning Model for Water Quality Prediction Based on Temporal Decomposition and Feature Enhancement LearningRui Xu, Chuchu Tan, Deke Wang, Jian Li, Hang Wan, Liyi Guo, Liangmei Huang, Kamarul Hawari bin Ghazali, Shaohua Sun, Shiming Shen. 1605-1612 [doi]
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• Adjacency-Aware Deep Reinforcement Learning for Centralized Vehicle RepositioningChenxu Zhang, Xun Zhou, Yitian Shao, Jun Luo. 1625-1630 [doi]
• A Discourse-Aware of Entailment Reasoning for Spoken Language Understanding ModelLi Zhang, Meiling Liu, Lin Shi, Fanfan Du, Qingwang Zeng. 1631-1636 [doi]
• Probing the Black Box: A Behavioral Framework for the Deep Verification of Random ForestsZheyan Zhang, Diego Klabjan. 1637-1642 [doi]
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• Interpretable Air Pollution Forecasting by Physics-Guided Spatiotemporal DecouplingZhiguo Zhang, Xiaoliang Ma, Daniel Schlesinger. 1649-1654 [doi]
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• Online Multi-Modal Root Cause Identification in Microservice SystemsLecheng Zheng, Zhengzhang Chen, Haifeng Chen. 1661-1668 [doi]
• Multi-Timescale Spiking Neural Network with Dual-Hemispheric Fusion and Coupling for Brain Disorder DiagnosisYingying Zhou, Shaolong Wei, Zhanmo Mi, Mingliang Wang, Weiping Ding 0001, Jiashuang Huang. 1669-1674 [doi]
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• Quantifying Privacy Leakage in Multi-Agent LLMs: A Unified Theoretical and Empirical AnalysisMilon Biswas, Wei Yu 0002, Qianlong Wang 0003, Weixian Liao. 1685-1694 [doi]
• Constructing Political Coordinates: Aggregating Over the Opposition for Diverse News RecommendationEamon Earl, Chen Ding 0004, Richard Valenzano, Drai Paulen-Patterson. 1695-1704 [doi]
• A Deep Latent Factor Graph Clustering with Fairness-Utility Trade-Off PerspectiveSiamak Ghodsi, Amjad Seyedi, Tai Le Quy, Fariba Karimi 0001, Eirini Ntoutsi. 1705-1714 [doi]
• Cognitive Error Correction Prompting for Effective Social Bias Mitigation in Large Language ModelsJieun Lee, Hyunseop Shin, Kyung-shik Shin. 1715-1722 [doi]
• FedSDE: Self-Distillation with Diffusion Enhanced for One-shot Federated LearningLingyu Qiu, Daniela Annunziata, Fabio Giampaolo, Francesco Piccialli. 1723-1731 [doi]
• FedAdaClip: Adaptive Clipping for Private Federated LearningYifan Sun, Rui Zhang, Yang Tao. 1732-1741 [doi]
• SR-MPL: Single-Round Fair Multiparty Lottery for ConsensusJingzhe Wang, Balaji Palanisamy. 1742-1751 [doi]
• Black-box Transferable Adversarial Attack via Frequency-domain Data Augmentation and Model Weight PerturbationZhirui Wang, Yaoning Wang, Yao Ge, Hua Dai, Qian Zhou, Yun Li. 1752-1761 [doi]
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• Adversarial Bias: Data Poisoning Attacks on FairnessEunice Chan, Hanghang Tong. 1787-1792 [doi]
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• Valence-Arousal Emotion Recognition Using a Deep Three-Layer Model with Aural Perceptual RepresentationsXingfeng Li 0001, Junjie Li. 1964-1973 [doi]
• SciTopic: Enhancing Topic Discovery in Scientific Literature Through Advanced LLMPengjiang Li 0001, Zaitian Wang, Xinhao Zhang 0001, Ran Zhang 0008, Lu Jiang 0007, Pengfei Wang 0008, Yuanchun Zhou. 1974-1983 [doi]
• Autoregressive Low-Rank Tensor Completion with Schatten Capped p-Norm for Traffic Data ImputationYao Li, Qianyu Shu, Jianjun Wang. 1984-1993 [doi]
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• Causal Graph Profiling via Structural Divergence for Robust Anomaly Detection in Cyber-Physical SystemsArun Vignesh Malarkkan, Haoyue Bai 0002, Dongjie Wang, Yanjie Fu. 2004-2012 [doi]
• SOP-Guided Co-Enhanced CLIP for Action Recognition in Logistics Warehouse PackagingWenting Qi, Kexin Zhang, Yan Sun, Haichao Zhang, Xiaoyin Xu, Hengle Qin. 2013-2022 [doi]
• USFF: A Unified Sales Forecasting Framework for Vending MachinesQianyang Li, Xingjun Zhang, Shaoxun Wang. 2023-2032 [doi]
• Heterogeneity-Aware Private Personalized Federated Learning for Medical Imaging Via Contrastive DistillationNazmus Shakib Shadin, Xinyue Zhang 0001, Jingyi Wang 0002, Miao Pan. 2033-2042 [doi]
• Predictive Modeling and Explainable AI for Veterinary Safety Profiles, Residue Assessment, and Health Outcomes Using Real-World Data and Physicochemical PropertiesHossein Sholehrasa, Xuan Xu, Doina Caragea, Jim Edmond S. Riviere, Majid Jaberi Douraki. 2043-2052 [doi]
• ReLAD: Retrieval-Augmented LAtent Diffusion for Complex Aerial Image GenerationDouglas J. Townsell, Lingwei Chen, Mimi Xie, Chen Pan, Wen Zhang. 2054-2063 [doi]
• TAA-EPLMR: Threat Actor Attribution via Evidence Path-Enhanced Large Language Model ReasoningNan Xiao, Bo Lang, Yikai Chen, Shuxin Zhao, Yuhao Yan. 2064-2073 [doi]
• A Contrastive Variational AutoEncoder for NSCLC Survival Prediction with Missing ModalitiesMichele Zanitti, Vanja Miskovic, Francesco Trovò, Alessandra Laura Giulia Pedrocchi, Ming Shen 0001, Yan Kyaw Tun, Arsela Prelaj, Sokol Kosta. 2074-2083 [doi]
• Heterogeneous Graph Neural Networks with Ordinal Regression for Legal Case RetrievalJianrong Zhang, Xiaoyu Kang, Zhixin Shi, Min Li. 2084-2093 [doi]
• A Reward-Model-Guided Parameter Tuning Framework for Optical Cable Manufacturing OptimizationYong Zhang, Jianzeng Song, Senjie Xia, Jianfei Yin. 2094-2103 [doi]
• RiSA: Risk-Aware Situational Assistant: From Risk Forecasting to Actionable Driver AdviceKaito Asai, Bin Zhou, Jianyu Huang, Yutaka Arakawa, Tsunenori Mine. 2104-2109 [doi]
• Scalable Cross-Location Calibration of Low-Cost Air Quality Sensors Using Heterogeneous DataMartina Casari, Laura Po, Federica Rollo. 2110-2117 [doi]
• RFE-KGQA: A GNN-Enhanced Reasoning-Filter-Evaluation Framework for Knowledge Graph Question AnsweringWanglin Chen, Jieyu Zhan, Wenjun Ma. 2118-2123 [doi]
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• Reflective Beam Search for Automated TTP Extraction and Sigma Rule Generation from Cyber Threat IntelligenceJeffrey Fairbanks, Edoardo Serra. 2130-2135 [doi]
• Explaining Clinical Outcome Predictions with Compositional Rationale Extraction ModelWeiting Gao, Riley Grossman, Yi Chen 0001. 2136-2143 [doi]
• Reinforcement Learning for Dynamic Decision Making in Engineering SystemsRamin Giahi, Cameron A. MacKenzie, Reyhaneh Bijari, Reza Yousefi Maragheh, Kai Zhao 0011. 2144-2149 [doi]
• Dynamic Knowledge Graph-Guided Deep Reinforcement Learning with Hierarchical Semantics Transformer for Portfolio ManagementFengchen Gu, Zhilu Zhang, Zhengyong Jiang, Ángel F. García-Fernández, Jionglong Su, Huakang Li. 2150-2155 [doi]
• An Incremental Learning Approach for Micro-Credit ApprovalShiyang Hao, Yi Liu, Hanyu Yang, Junjie Liu, Jianfei Yin. 2156-2161 [doi]
• Using Multi-Perspective Information and Automatic Method Selection to Enhance the Performance of Large Language Models in Financial Question AnsweringXuesi Hu, Qiancheng Zhang, Jinpeng Miao, Peng Wang. 2162-2168 [doi]
• FastREI: Fast Rare Event Identification on X-ray Data with Cross-Stage OptimizationsZiyu Hu, Jiamin Wang, Zhiqing Zhong, Weijian Zheng, Hemant Sharma, Jun-Sang Park, Peter Kenesei, Antonino Miceli, Zhaorui Zhang, Rajkumar Kettimuthu, Xiaodong Yu 0001. 2169-2176 [doi]
• CASE: An Agentic AI Framework for Enhancing Scam Intelligence in Digital PaymentsNitish Jaipuria, Lorenzo Gatto, Zijun Kan, Shankey Poddar, Bill Cheung, Diksha Bansal, Ramanan Balakrishnan, Aviral Suri, José Estévez. 2177-2183 [doi]
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• ACKE: Attribute and Context Based Knowledge EncodingYuxi Qin, Xinhua Zhang. 2240-2245 [doi]
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• Adaptive-Sensorless Monitoring of Shipping ContainersLingqing Shen, Chi Heem Wong, Misaki Mito, Arnab Chakrabarti. 2260-2267 [doi]
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• CARE: Contrastive and Adversarial Representation Enhancement for Heart Failure PredictionYunfan Zhou, Ying Li, Xuxue Sun, Yongqi Hou, Dongquan Li, Jing Shao, Li Wang, Bo Kong. 2282-2287 [doi]
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• CryptoFusion: A Temporal Graph-Aware Transformer Framework for Robust Cryptocurrency Forecasting and Adaptive Portfolio OptimizationAbhishek Joshi 0002, Alihan Hadimlioglu, Nikhilesh Krishnakum Verma. 2349-2358 [doi]
• A Robust and Efficient Pipeline for Enterprise-Level Large-Scale Entity ResolutionSandeepa Kannangara, Arman Abrahamyan, Daniel Elias, Thomas Kilby, Nadav Dar, Luiz Pizzato, Anna Leontjeva, Dan Jermyn. 2359-2368 [doi]
• Generalizing Vehicle Energy Consumption Models: Introducing the Large Energy Model ConceptShinhoon Kim, Vishnu Raghupathy, Yongkang Liu, Keisuke Niimi, Takahiro Mochihara, Jiawei Yong. 2369-2377 [doi]
• Practicing HTAP in the Cloud: Evaluating TiDB Against OLTP and OLAP SystemsManvi Kishore, Jin Soung Yoo. 2378-2385 [doi]
• S2TKD: Dual-Student Knowledge Distillation for Industrial Visual Anomaly Detection and LocalizationChangyi Li, Chao Yang, Yu Xiao. 2386-2395 [doi]
• FraudCenGCL: Role-Aware Graph Contrastive Learning for Low-Homophily Fraud DetectionSeonkyu Lim, Jeongwhan Choi 0002, Jaehoon Lee 0002. 2396-2404 [doi]
• LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text CorporaViviana Luccioli, Rithika Iyengar, Ryan Panley, Flora Haberkorn, Xiaoyu Ge, Leland Crane, Nitish Sinha, Seung-Jung Lee. 2405-2414 [doi]
• BroadGen: A Framework for Generating Effective and Efficient Advertiser Broad Match Keyphrase RecommendationsAshirbad Mishra, Jinyu Zhao, Soumik Dey, Hansi Wu, Binbin Li 0009, Kamesh Madduri. 2415-2424 [doi]
• Cash-Flow Prediction Model Using Graph Neural Networks and Spatiotemporal Information from Double-Entry Bookkeeping DataRyoki Motai, Masato Kamebuchi, Sora Watanabe, Ryo Matsumoto, Keiichi Azuma, Yukihiko Okada. 2425-2433 [doi]
• CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud DetectionAmirhossein Mozafari, Kourosh Hashemi, Erfan Shafagh, Soroush Motamedi, Azar Taheri Tayebi, Mohammad A. Tayebi. 2434-2443 [doi]
• Auto-Reconfigurable Storage Structure to Minimize Read Access Time of Time-Series Data in Digital TwinsTakafumi Onishi, Yasuhiko Kanemasa. 2444-2452 [doi]
• RAG-CUE: Actionable and Unified Evaluation for Retrieval-Augmented Generation SystemsPrabhat Kumar Prabhakar, Neelesh Kumar Shukla, Viji Krishnamurthy. 2453-2462 [doi]
• Joining the Dots: Efficient Joins Over Parent-Child Ordered Postings ListsKarthikeyan Ramasamy, Yupeng Fu, Jinny Jingyu Wang, Philip Chan, Tejas Naik, George Zhai, Shubham Gupta, Saurabh Kathpalia, Noah Schlager, Kamyar Arbabifard, Sandhya Sainath, Kunal Veera, Vivek Muniyandi, Nimish Sheth, Yiyu Pan, Tao Gui, Frank Zhang, Kaustubh Butte, Monika Agarwal, Aparajita Pandey. 2463-2472 [doi]
• EiFormer: Improving Inverted Transformers for Efficient Time Series Forecasting in Large-Scale Spatial-Temporal DataJiarui Sun 0001, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai 0002, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang 0001, Huiyuan Chen, Zhongfang Zhuang, Yan Zheng 0001, Girish Chowdhary 0001. 2473-2482 [doi]
• Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar DataBayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang 0001, Vandana P. Janeja. 2483-2491 [doi]
• Ontology-Driven Multimodal Framework for Automated Interpretation and Description of Architecture DiagramsSakthivel Thangaraj, Neelesh Kumar Shukla, Viji Krishnamurthy. 2493-2502 [doi]
• Serverless GPU Architecture for Enterprise HR Analytics: A Production-Scale BDaaS ImplementationGuilin Zhang, Wulan Guo, Ziqi Tan, Srinivas Vippagunta, Suchitra Raman, Shreeshankar Chatterjee, Ju Lin, Shang Liu, Mary Schladenhauffen, Jeffrey Luo, Hailong Jiang. 2503-2512 [doi]
• Mix-Of-Overlap: Enhancing Retrieval-Augmented Generation with Multi-Overlap ChunkingMahdi Ben Ameur, Mohamed Ali Fathallah, Takoua Abdellatif. 2513-2518 [doi]
• Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice ProcessingDavid Berghaus, Armin Berger, Lars Hillebrand, Kostadin Cvejoski, Rafet Sifa. 2519-2526 [doi]
• The Convergence of Sports, Technology, and PersonalizationJacob Fagin, Rivver Gonzalez, Hanish Moola, Varun Chugh. 2527-2533 [doi]
• High Performance Fraud Detection at ScaleNitish Garg, Neeraj Vashistha, Varun Chugh, Nana Yaw Essuman, Subigya Upadhyay. 2534-2540 [doi]
• Adoption-Weighted Technology Function Matrix for Big Data Patent Analytics in Smart Elderly CareUsharani Hareesh Govindarajan, Qian Gui, Gagan Narang, Alessandro Galdelli. 2541-2548 [doi]
• Cross-Platform E-Commerce Product Categorization and Recategorization: A Multimodal Hierarchical Classification ApproachLotte Gross, Rebecca Walter, Nicole Zoppi, Adrien Justus, Alessandro Gambetti, Qiwei Han, Maximilian Kaiser. 2549-2554 [doi]
• Beyond Characters: Position-Aware Metric and a Lightweight LLM for Low-Resource Bangla Punctuation RestorationMd Mehedi Hasan, S. M. Jishanul Islam, AKM Shahariar Azad Rabby, Fuad Rahman 0001. 2555-2560 [doi]
• Improving LLM Retrieval with GraphRAG-SF: Semantic Filtering for Graph-Based RAG SystemsMohammad-Parsa Hosseini, Ankit Shah 0001, Connie Miao, Wei Wei 0019. 2561-2568 [doi]
• SEE++: Evolving Snowpark Execution Environment for Modern WorkloadsGaurav Jain, Brandon Baker, Joe Yin, Chenwei Xie, Zihao Ye, Sidh Kulkarni, Sara Abdelrahman, Nova Qi, Urjeet Shrestha, Mike Halcrow, Dave Bailey, Yuxiong He. 2569-2572 [doi]
• Quantifying SME Credit Risk in Receivables Financing with AI-Based Transaction-Level Data Analytics in a Fintech ContextKyung Seo Kim, Chung Man Park, Jae-Ho Youn, In Tak Song, Chung Hee Ye, Byung Hee Choi, In Geun Shin, Jin Yong Park. 2573-2576 [doi]
• Optimizing Product Deduplication in E-Commerce with Multimodal EmbeddingsAysenur Kulunk, Berk Taskin, M. Furkan Eseoglu, H. Bahadir Sahin. 2577-2584 [doi]
• Adaptive Fraud Detection Via Meta-Learning with KAN and Ensemble StrategiesMedabalimi Ravi Kumar, Harshitha Munukoti, Mohammed Hassan Khan, Nikhil Gumasthi, Pushpak Agarwal, Saurav Singla, Satyaprasad Rao. 2585-2590 [doi]
• When to Stop Federated Learning: Zero-Shot Generation of Synthetic Validation Data With Generative AI for Early StoppingYoungjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, Joonhyuk Kang. 2591-2596 [doi]
• SegmentAndClassify: A Two-Stage Model for Large Scale Named Entity RecognitionBin Li. 2597-2602 [doi]
• Scaling Predictive Power: An Empirical Study of Neural Network Ensembles for Cross-Sectional ReturnsXushu Dai, Beier Liu, Haiyun Zhu. 2603-2608 [doi]
• An Integrated Deep Learning Framework for Trading Card Grading: Design, Deployment, and EvaluationLutfun Nahar, Md. Saiful Islam 0003, Mohammad Awrangjeb, Rob Verhoeve. 2609-2615 [doi]
• Data-Driven Vision and FEM-Based Sequential Optimization for Fold-Minimized Robotic Fabric GrippingMinh Khang Ngo, Chanhee Won, Jonghun Yoon. 2616-2618 [doi]
• Privacy-Preserving Synthetic Dataset of Individual Daily Trajectories for City-Scale Mobility AnalyticsJun'ichi Ozaki, Ryosuke Susuta, Takuhiro Moriyama, Yohei Shida. 2619-2626 [doi]
• A Two-Stage Framework for Explainable Clustering in Public-Sector Analytics: Algorithm Selection and Post-Hoc ValidationJorge Mauricio Fares Queiroz. 2627-2634 [doi]
• Analyzing #BlackLivesMatter Related Social Media Posts Published from Racially Diverse Geographic Regions in the United StatesDoron Reid, Esau Hutcherson, Natasha Tonge, Paria Rezaei, Salvatore Giorgi, Sharath Chandra Guntuku, Anietie Andy. 2635-2638 [doi]
• LLM-Modulo-Rec: Leveraging Approximate World Knowledge of LLMs to Improve eCommerce Search Ranking Under Data PaucityAli El Sayed, Reihaneh Gh. Roshan, Sathappan Muthiah, Nikhil Muralidhar. 2639-2645 [doi]
• Question-to-Knowledge (Q2K): Multi-Agent Generation of Inspectable Facts for Product MappingWonduk Seo, Taesub Shin, Hyunjin An, Dokyun Kim, Seunghyun Lee. 2646-2653 [doi]
• Clustering Analysis of Railway Delay Incidents: A Case Study of Bangkok's Airport Rail LinkBenchamat Takhwan, Ekkarut Viyanit. 2654-2657 [doi]
• Classification of Strategic Patents Under the Scarcity of Labeled DataKohdai Toyoda, Yoshimasa Utsumi, Ken Kobayashi, Kazuhide Nakata. 2658-2662 [doi]
• Accelerating Industrial Geological Stratification from Well Logs with Deep Learning and Statistical ConstraintsYuchen Wang, Ghali Laraqui Houssaini, Yuchen Hou, Shwetha Salimath, Sylvain Wlodarczyk, Francesca Bugiotti. 2663-2668 [doi]
• A Hybrid Large Vision Model Powered GUI Agent for Walmart Myassistant ApplicationQixin Wang, Puneet Girdhar, Yaowei Hu 0001, Dawei Wang, Yifan Wang, Chaitanya Devella, Ayush Dwivedi, Wenlai Guo, Terrence Liu, Manmohan Dogra, Kun Chen, Yu Zheng, Shangwen Huang, Swati Pandey, Balram Mirani, Diwash Pokharel, Greg Hayworth, Han Li, Xintao Wu. 2669-2672 [doi]
• Transformers for Payment Transactions Via Periodic Positional Encoding and Contrastive LearningMichiharu Yamashita, Mert Kosan, Yong Zhao, Can Liu, Shubham Agrawal, Chiranjeet Chetia. 2673-2678 [doi]
• Feasibility of Privacy-Preserving Entity Resolution on Confidential Healthcare Datasets Using Homomorphic EncryptionYixiang Yao, Joseph Cecil, Praveen Angyan, Neil Bahroos, Srivatsan Ravi. 2679-2684 [doi]
• Empowering Time Series Forecasting with LLM-AgentsChin-Chia Michael Yeh, Vivian Lai, Uday Singh Saini, Xiran Fan, Yujie Fan, Junpeng Wang 0001, Xin Dai 0002, Yan Zheng 0001. 2685-2688 [doi]
• EICopilot: Search and Explore Enterprise Information Over Large-Scale Knowledge Graphs with LLM-Driven AgentsYuhui Yun, Huilong Ye, Jingfeng Deng, Ruojia Li, Xinru Li, Li Li 0064, Haoyi Xiong. 2689-2696 [doi]
• Semi-Supervised Hyperspectral Food Anomaly Detection Through Batch-Wise Distribution AlignmentChi Zhang, Jungkwon Kim, Jeonghyeon Park, Kwangsun Yoo, Seok-Joo Byun. 2697-2700 [doi]
• SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect DetectionPeizhe Zhao, Shunbo Jia. 2701-2706 [doi]
• Dynamic Workflow Scheduling in Cloud-Fog Environments Using Enhanced Grey Wolf Optimization with Real-Time Data IntegrationSugandha Rathi, Renuka Nagpal, Gautam Srivastava 0001, Deepti Mehrotra. 2707-2714 [doi]
• Physics-Guided Neural Network-Based Shaft Power Prediction for VesselsDogan Altan, Hamza Haruna Mohammed, Glenn Terje Lines, Dusica Marijan, Arnbjørn Maressa. 2715-2723 [doi]
• Comparative Analysis of Community Detection Algorithms and Machine Learning Approaches for Network AnalysisOluwafolake Ayano, Kehinde Ayano. 2725-2731 [doi]
• Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?Alimohammad Beigi, Bohan Jiang, Dawei Li 0008, Zhen Tan 0001, Pouya Shaeri, Tharindu Kumarage, Amrita Bhattacharjee, Huan Liu 0001. 2732-2741 [doi]
• The Openness Assistant: A Swiss Platform for In-Depth Monitoring of Open Access ResourcesAndrea Bertino, Philippe Cudré-Mauroux, Aria Darmanger, Owen Gombas, Stefanie Müller 0008, Ana Petrus, Karsten Schuld, Sebastian Sigloch, Jennifer Swaminathan. 2742-2745 [doi]
• DataWiz: A No-Code Platform for Automated Data Visualization and Model RecommendationAdvik Bhatt, Atiksh Sah, Dikshant Gusain, Uddish Pilani, Surbhi Saraswat. 2746-2755 [doi]
• Data Stories from Insights for IT OperationsUday Chandra Bhookya, Raja Babu, Saneet Saluja, Maitreya Natu. 2756-2765 [doi]
• Detecting Ad Hominem Arguments in Turkish Online Texts: A Study Based on Reddit Political DiscussionsEda Naz Korkmaz Buyukyildirim, Uraz Yavanoglu. 2766-2773 [doi]
• LLM-GMP: Large Language Model-Based Message Passing for Zero-Shot Learning on GraphsJustin Carpenter, Md Athikul Islam, Edoardo Serra. 2774-2782 [doi]
• Assessing Historical Structural Oppression Worldwide via Rule-Guided Prompting of Large Language ModelsSreejato Chatterjee, Linh Tran, Quoc Duy Nguyen, Roni Kirson, Drue Hamlin, Harvest Aquino, Hanjia Lyu, Jiebo Luo 0001, Timothy Dye. 2783-2792 [doi]
• Bringing Shape to Spatio-Temporal Graph Contrastive LearningYuzhou Chen, Yulia R. Gel. 2793-2802 [doi]
• Global Conflicts Prediction via Novel Temporal-Spatial Graph Neural NetworksWenbo Du 0008, Latifur Khan. 2803-2812 [doi]
• DODO: Causal Structure Learning with Budgeted InterventionsMatteo Gregorini, Chiara Boldrini, Lorenzo Valerio. 2813-2822 [doi]
• KG-EDAS: A Meta-Metric Framework for Evaluating Knowledge Graph Completion ModelsHaji Gul 0001, Abdul Ghani Naim, Ajaz Ahmad Bhat. 2823-2832 [doi]
• Evaluating Knowledge Graph Complexity via Semantic, Spectral, and Structural Metrics for Link PredictionHaji Gul 0001, Abdul Ghani Naim, Ajaz Ahmad Bhat. 2833-2842 [doi]
• Contextual Graph Embeddings: Accounting for Data Characteristics in Heterogeneous Data IntegrationYuka Haruki, Shigeru Ishikura, Kazuya Demachi, Teruaki Hayashi. 2843-2852 [doi]
• A Market-Aware Real-Time Bidding Strategy Using Censored Data With Reinforcement Learning in Online AdvertisingChia-Yu Huang, Hsu-Chao Lai, Yang-Che Sun, Wen-Yueh Shih, Jiun-Long Huang. 2853-2862 [doi]
• Beyond Accuracy: The Role of Calibration in Self-Improving Large Language ModelsLiangjie Huang, Dawei Li 0008, Huan Liu 0001, Lu Cheng 0001. 2863-2872 [doi]
• Cross-Domain Data Selection and Augmentation for Automatic Compliance DetectionFariz Ikhwantri, Dusica Marijan. 2873-2882 [doi]
• Deep Learning-Based Temporal Assessment of Corneal Endothelial Morphology Following Descemet Membrane Endothelial Keratoplasty: A Comparative Analysis of Dual Architectural ApproachesFeyza Dicle Isik, Semih Yumusak, Beyza Kizildag, Sercan Yesil, Kasim Öztoprak, Emine Esra Karaca, Özlem Evren Kemer. 2883-2890 [doi]
• LLM4IoT: GPT-Driven Large Language Models for Prediction of Multivariate IoT Time-SeriesBerat Burak Kaya, Mehmet Ulvi Simsek, Feyza Yildirim Okay, Uraz Yavanoglu. 2891-2898 [doi]
• A Comparative Study of AI-Driven Ontology Enrichment for Environmental SustainabilitySonia Khetarpaul, Hajer Baazaoui Zghal, Shreya Gupta, Vidushi Bist, Devina Bhatnagar. 2899-2907 [doi]
• Lightweight Approach for Multi-Modal Irony Detection by Image Caption GenerationBeyza Nur Koc, Recep Firat Cekinel, Pinar Karagoz. 2908-2914 [doi]
• Hyperspectral Image Clustering Based on Weighted Spatial Denoising and Anchor GraphChaodie Liu, Jianxiong Luo, Cheng Chang, Qianyao Qiang, Feiping Nie 0001. 2915-2923 [doi]
• Rethinking Graph Reasoning: Equip Large Language Models with Topology-Enhanced PromptYizhuo Ma, Rongzheng Wang, Qizhi Chen, Jiakai Li, Shuang Liang 0002, Ke Qin. 2924-2933 [doi]
• ImpuGAN: Learning Conditional Generative Models for Robust Data ImputationZalish Mahmud, Anantaa Kotal, Aritran Piplai. 2934-2942 [doi]
• Revisiting Global Local Outlier Scores Based on Hierarchies for Clarity and Parameter-Free UseShukurillo Makhammadjonov, Kayumov Abduaziz, Karimov Azamatjon, Ji Sun Shin. 2943-2951 [doi]
• Personalized Product Search Ranking: A Multi-Task Learning Approach with Tabular and Non-Tabular DataLalitesh Morishetti, Abhay Kumar 0001, Jonathan Scott, Kaushiki Nag, Gunjan Sharma, Shanu Vashishtha, Rahul Sridhar, Rohit Chatter, Kannan Achan. 2952-2961 [doi]
• HCMCTrafficDataset: Enabling Smart Mobility Solutions for Motorcycle-Dense Cities with Limited InfrastructureQuoc-Khanh-Tuyen Nguyen, Duy-Dong Le, Minh-Son Dao. 2962-2969 [doi]
• DPT-DDPM: A Denoising Diffusion Probabilistic Model for Tabular Data With Differential Privacy EnhancementWeijie Niu, Shiyu Ran, Alberto Huertas Celdrán, Burkhard Stiller. 2970-2979 [doi]
• Can Language Models Enable in-Context Database?Yu Pan 0007, Hongfeng Yu 0001, Tianjiao Zhao 0002, Jianxin Sun 0001. 2980-2989 [doi]
• A Spatio-Temporal Approach for Identifying Microorganisms in Short Image SequencesAntonio Rafael Sabino Parmezan, João Pedro Ribeiro da Silva, Diego Minatel, Solange O. Rezende. 2990-2999 [doi]
• Content-Based Macroscopic Microbial Image RetrievalAntonio Rafael Sabino Parmezan, Angela Patricia Mestas Muñante, Diego Minatel, Solange O. Rezende. 3000-3007 [doi]
• Dimensionality Reduction of Mathematical Problem-Solution Embeddings From Large Language ModelsJared Pilcher, Jishan Ahmed. 3008-3013 [doi]
• Oversampling-Enhanced Classification Models for Handling Imbalanced Recurrent Tuberculosis Data from UttarakhandAnkit Rai, Durga Toshniwal, Ruchi Dua, Shivam Varfa. 3014-3019 [doi]
• Dynamic Workflow Scheduling in Cloud-Fog Environments Using Enhanced Grey Wolf Optimization With Real-Time Data IntegrationSugandha Rathi, Renuka Nagpal, Gautam Srivastava 0001, Deepti Mehrotra. 3020-3027 [doi]
• Semantic-Aware Association Rule Mining at Scale: Ontology-Free Generalization with LLMsCyrus Saadat, Cristina Maier, Dan A. Simovici. 3028-3037 [doi]
• Comprehensive Evaluation of Transformer Models for Multilingual PII DetectionDivya Singh, Satoru Watanabe, Kunju Kashalikar. 3038-3044 [doi]
• Accelerating Fuzzy Frequent Pattern Mining on GPUs with GPU Direct StorageTarun Sreepada, Arjun Chakravarthi Pogaku, Uday Kiran Rage, Kazuo Goda. 3045-3054 [doi]
• A Comparative Analysis of AI-Enabled Science Education Research in China and AbroadGonghao Sun, Shuai Liu 0002, Gautam Srivastava 0001. 3055-3064 [doi]
• Towards Hierarchical Multi-Agent Decision-Making for Uncertainty-Aware EV ChargingLo Pang-Yun Ting, Ali Senol, Huan-Yang Wang, Hsu-Chao Lai, Kun-Ta Chuang, Huan Liu 0001. 3065-3074 [doi]
• An Exploratory Study on Kaggle Competition Trend: Topics, Submissions, and User PerformancHaijing Tu, Chad Milburn, Namith Manjunath Telkar, Trevor Speich, Bhanuprakash Narayana. 3075-3080 [doi]
• Exploring the Impact of Large Language Models on Recommender Systems: An Extensive ReviewArpita Vats, Rahul Raja, Vinija Jain, Aman Chadha. 3081-3090 [doi]
• Fine-Tuning Vision-Language Models for Multimodal Polymer Property PredictionAn Vuong, Minh-Hao Van, Prateek Verma, Chen Zhao 0010, Xintao Wu. 3091-3098 [doi]
• Grounding Color: Links Between Image-Based Color Features and Sensory RatingsYufeng Wu 0002, Meichun Liu. 3099-3104 [doi]
• MMPEP: A Multi-Modal Framework for Post-Earnings Stock Movement PredictionDingming Xue, Yang Ding, Kaira Sekiguchi, Yukio Ohsawa, Andi Li, Cecilia Melin. 3105-3114 [doi]
• DSDE: Dynamic Speculative Decoding with KLD Stability for Real-World ServingMingyu Yang, Jae Young Choi, Kihyo Moon, Minsung Jang, Eunjoo Jeon. 3115-3124 [doi]
• Evolution-Driven Deep Meta-Learning Algorithm for Multi-Objective Combinatorial OptimizationRuiran Yu, Yi Wu, Yuanyi Jiang. 3125-3131 [doi]
• SHAP Distance: An Explainability-Aware Metric for Evaluating the Semantic Fidelity of Synthetic Tabular DataKe Yu, Shigeru Ishikura, Yukari Usukura, Yuki Shigoku, Teruaki Hayashi. 3132-3141 [doi]
• Density2R: Efficient Document Re-Ranking via Embedding Density Over Parametric Knowledge of Large Language ModelsMd Shahir Zaoad, Niamat Zawad, Latifur Khan, Priyanka Ranade, Richard Krogman. 3142-3151 [doi]
• A Graph Transformer-Based Framework for Shipborne Wind Speed Correction and PredictionYuhang Zhang, Lu Wu, Zhigang Zhao, Liting Geng, Yingdi Xu, Xiang Li 0064. 3152-3160 [doi]
• Ontology-Aware RAG for Improved Question-Answering in Cybersecurity EducationChengshuai Zhao, Garima Agrawal, Fan Zhang, Tharindu Kumarage, Zhen Tan 0001, Yuli Deng, Ying-Chih Chen, Huan Liu 0001. 3161-3170 [doi]
• Irony in Emojis: A Comparative Study of Human and LLM InterpretationYawen Zheng, Hanjia Lyu, Jiebo Luo 0001. 3171-3175 [doi]
• Clustering-Based Balance Phenotyping in Older Adults from Treadmill Training InterventionsShafiq Alam, Imran Khan Niazi, Hina Shafi, Waqar Ahmed Awan, Imran Amjad, Muhammad Sohaib Ayub, Mufti Mahmud. 3176-3185 [doi]
• Zero-Shot Learning Capabilities of Large Language Models (LLMs) in Extracting Key Insights from Suicidal NarrativesRafe Sumnan Azade, Salim Sazzed. 3186-3194 [doi]
• Enhancing Federated Learning Performance Through Clustering in Big Data Healthcare ScenariosEda Bahar, Ozgun Pinarer. 3195-3200 [doi]
• CAEW: An Explainable Approach to Understanding EEG Patterns in Major Depressive DisorderBenjamin Bowman, Abdulaziz Alhamadani, Shailik Sarkar, Bayazit Karaman. 3201-3209 [doi]
• Exploring Barriers and Misconceptions Toward Clinical Trials on Social Media Using Large Language ModelsChing-Hua Chuan, Guohaonan Zhang, Chao Wu. 3210-3215 [doi]
• A Knowledge-Driven Multi-Tier Architecture for Lossless Medical Image Storage and Sub-Second Retrieval in Large-Scale Neuroimaging StudiesOguzhan Gungor, Sultan Turhan, Ozgun Pinarer, Souhila Arib. 3216-3225 [doi]
• Medical Incident Causal Factors and Preventive Measures Generation Using Tag-Based Example Selection in Few-Shot LearningYuna Haseyama, Tomoki Ito, Hiroki Sakaji, Itsuki Noda. 3226-3235 [doi]
• Systematic Literature Review on Knowledge Graph for Clinical Decision Support SystemsEmna Hazmi, Ghada Besbes, Sana Ben Abdallah Ben Lamine, Narjès Bellamine-Ben Saoud, Hajer Baazaoui. 3236-3245 [doi]
• OmniSenseNet: A Position-Specific Strategy for Complex Cell Image SegmentationGuanglongyu Huo, Yuhan Zhang. 3246-3254 [doi]
• MultiMentalRoBERTa: A Fine-Tuned Multiclass Classifier for Mental Health DisorderK. M. Sajjadul Islam, John Fields, Praveen Madiraju. 3255-3264 [doi]
• Error-Aware Text-to-SQL Generation for Clinical Trial Eligibility Criteria Querying in EHR DatabasesSupriya Kottam, Sony Annem, Yingcheng Sun. 3265-3274 [doi]
• Efficient Neural Architectures for Real-Time ECG Interpretation on Limited HardwareAshery Mbilinyi, Callum O'Riley, Julia Handra, Ashley Moller-Hansen, Jason G. Andrade, Marc Deyell, Cameron Hague, Nathaniel M. Hawkins, Kendall Ho, Jonathan Leipsic, Roger C. Tam. 3275-3284 [doi]
• DeepChest: Dynamic Gradient-Free Task Weighting for Effective Multi-Task Learning in Chest X-Ray ClassificationYoussef Mohamed, Noran Mohamed, Khaled Abouhashad, Feilong Tang, Sara Atito 0001, Shoaib Jameel, Imran Razzak, Ahmed B. Zaky. 3285-3294 [doi]
• A Machine Learning Framework for Automated Computational Ethology Using Markerless Pose EstimationPrateek Verma, Minh-Hao Van, Christopher McEnaney, Ashtyn Le, Amy R. Poe, Xintao Wu. 3295-3304 [doi]
• Prediction of Long COVID and Mortality Among Patients With Substance use DisorderJiawei Wu, K. M. Sajjadul Islam, Praveen Madiraju. 3305-3314 [doi]
• Understanding the Impact of Environmental Contexts on Lung Cancer with Simplicial Representation Learning and Remote SensingJiue-An Yang, Yuzhou Chen, Calvin P. Tribby, Loretta Erhunmwunsee, Caroline A Thompson, Tarik Benmarhnia, Hugo Kyo Lee, Marta M. Jankowska, Yulia R. Gel. 3315-3324 [doi]
• Visualizing Asthma-Related Digital Health Data for Everyday UsersAlan Zhang, Hamid Mansoor. 3325-3334 [doi]
• Accelerating Causal Network Discovery of Alzheimer's Disease Biomarkers via Scientific Literature-Based Retrieval Augmented GenerationXiaofan Zhou, Liangjie Huang, Pinyang Chen, Wenpeng Yin 0001, Rui Zhang 0037, Wenrui Hao, Lu Cheng 0001. 3335-3344 [doi]
• Adaptive Semi-Supervised Federated Learning with Selective Knowledge DistillationSyeda Faiza Ahmed, Kaies Al Mahmud, Md. Saiful Islam 0003, Lafifa Jamal. 3345-3354 [doi]
• Concept Drift Aware Hierarchical Aggregation for Personalised Federated LearningGeorge Aziz, Obaidullah Zaland, Sajib Mistry, Aneesh Krishna, Monowar Bhuyan. 3355-3364 [doi]
• Go With the Flow: Churn-Tolerant Decentralized Training of Large Language ModelsNikolay Blagoev, Bart Cox, Jérémie Decouchant, Lydia Y. Chen. 3365-3375 [doi]
• Catalyst: Asynchronous Byzantine-Robust Federated LearningBart Cox, Abele Malan, Lydia Y. Chen, Jérémie Decouchant. 3376-3385 [doi]
• Adaptive Federated Learning with Dynamic Client Selection and Heterogeneous Data Distribution for Large-Scale IoT ApplicationsJagan Mohan Reddy Danda, Murali Krishnan Kesavan, Haritha Ivsl, Pavankumar Tammineedi, Abhinay Kolli. 3396-3405 [doi]
• Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype DesignPierluigi Dell'Acqua, Marco Garofalo, Francesco La Rosa, Massimo Villari. 3406-3415 [doi]
• Secure and Privacy-Preserving Federated Learning for Next-Generation Underground Mine SafetyMohamed Elmahallawy, Sanjay Madria, Samuel Frimpong. 3416-3425 [doi]
• ColNet: Collaborative Optimization in Decentralized Federated Multi-Task Learning SystemsChao Feng 0001, Nicolas Fazli Kohler, Zhi Wang, Weijie Niu, Alberto Huertas Celdrán, Gérôme Bovet, Burkhard Stiller. 3426-3435 [doi]
• Local Vs Server Differential Privacy Analysis Regarding the Trade-Off Between Security and Recommendation QualityJoão Gaspar, Bruno Ribeiro 0002, José Pessoa, Diogo Martinho, Joaquim Santos, Goreti Marreiros. 3436-3441 [doi]
• Federated Learning with Homomorphic Encryption for Secure Healthcare ApplicationsAmin Tuni Gure, Mario A. Bochicchio. 3442-3451 [doi]
• Federated Neural Architecture Search with Model-Agnostic Meta LearningXinyuan Huang, Jiechao Gao, Jie Wang. 3452-3461 [doi]
• Federated Semi-Supervised FixMatch: Enhancing CutMix for Medical Image SegmentationThu Thuy Le, Nhut Minh Nguyen, Nhat Truong Pham, Phuong-Nam Tran 0001, Nguyen Doan Hieu Nguyen, Phuong Luu Vo, Balachandran Manavalan, Duc Ngoc Minh Dang. 3462-3471 [doi]
• MASER: Efficient Privacy-Preserving Cross-Silo Federated Learning with Multi-Key Homomorphic EncryptionAbdullah Al Omar, Xin Yang, Euijin Choo, Omid Ardakanian. 3472-3481 [doi]
• RobustFSM: Submodular Maximization in Federated Setting with Malicious ClientsDuc A. Tran, Dung Truong, Duy Le. 3482-3490 [doi]
• NeuroScope: Trigger-Induced Activation Analysis for Backdoor Detection in Federated LearningKang Yang, Chungen Xu, Lei Xu 0019, Pan Zhang, Rui Zhang. 3491-3500 [doi]
• Catastrophic Forgetting Resilient One-Shot Incremental Federated LearningObaidullah Zaland, Zulfiqar Ahmad Khan 0002, Monowar Bhuyan. 3501-3509 [doi]
• FedPerAda: Personalized Federated Learning via Local Adapters and Similarity-Aware AggregationSileshi Nibret Zeleke, Mario A. Bochicchio. 3510-3520 [doi]
• Understanding and Generating Student Questions with LLMs in Collaborative LearningHan Kyul Kim, Shriniwas Nayak, Aleyeh Roknaldin, Stephen Lu. 3521-3528 [doi]
• Performance Gap-Aware Distributionally Robust Optimization for Fair Deep Knowledge TracingHan Kyul Kim, Stephen Lu. 3529-3537 [doi]
• GenAI for Social Work Field Education: Client Simulation with Real-Time FeedbackJames Sungarda, Hongkai Liu, Zilong Zhou, Tien-Hsuan Wu, Johnson Chun-Sing Cheung, Ben Kao. 3538-3547 [doi]
• Skillgraph-Align: A Skill Graph Enhanced Job Recommendation Method for University Graduates - A Decade-Long Validation on Real-World DataMeiling Wang. 3548-3554 [doi]
• Speech-Based Analysis of Aggression in Social Content: Resistance of Large Language Models to Signal DegradationMarzena Halama, Konrad Polys, Joanna Domanska. 3555-3564 [doi]
• An Intelligent Feeding Method for Recirculating Aquaculture Systems Based on Visual Perception and Large Language ModelsHaiyan Huang, Xueni Pan, Junchao Yang 0002, Zhiwei Guo 0004, Yu Shen 0004. 3565-3572 [doi]
• Meteo-DGN: A Meteorology Dynamic Graph Network for Urban-Scale DownscalingZiyan Huang, Qian Tao, Huiwang Peng, Wentao Zhang, Qiong Li. 3573-3582 [doi]
• A Novel Graph Convolution Learning-Based Rumor Detection Approach by Exploring Bi-Directional Propagation and DiffusionWenxin Jiao, Haiyu Xu, Yutong Wang, Peng Xiao, Zhiwei Guo 0004, Quyuan Wang. 3583-3590 [doi]
• Tracing Partisan Bias to its Emotional Fingerprints: A Computational Approach to MitigationJunjie Liu, Xi Luo, Sirong Wu, Gengchen Sun, Yuhui Deng. 3591-3600 [doi]
• Coherent Augmentation of Controversial CommentsMarina Musse, Mathieu Roche, Natalia Grabar. 3601-3610 [doi]
• LLM-Based Multi-Agent System for Simulating Strategic and Goal-Oriented Data MarketplacesJun Sashihara, Yukihisa Fujita, Kota Nakamura, Masahiro Kuwahara, Teruaki Hayashi. 3611-3620 [doi]
• KMD: Korean Meme Dataset and A Vision-Centric Approach for Negative Content DetectionAyeong Seong, Junyeop Cha, Eunil Park. 3621-3630 [doi]
• Multi-Layer Feature Fusion for Detecting AI-Generated Code in Programming EducationSiqi Guo, Zhihao Gavin Tang. 3631-3639 [doi]
• A Large Language Model-Enabled Framework for Simulating Multi-Agent Cooperative GameXinrui Tao, Qiaoling Shen, Qiushuang Pu, Quyuan Wang, Fan Yang 0064. 3640-3648 [doi]
• pH Prediction Based on Computer Vision in Recirculating Aquaculture SystemWenxin Wu, Dan Cui, Junchao Yang, Yueming Zhou. 3649-3655 [doi]
• Analysis of Semantic Benchmark Data Contamination Attack for LLM-Driven Fake News DetectionCheng Xu, M. Tahar Kechadi. 3656-3664 [doi]
• MCDAN: Multi-Modal Cross-Domain Adaptation Network for Fake News DetectionHao Yang, Qin Zhang, Yifan Zhang. 3665-3674 [doi]
• Resistant: A Generic Framework for Graph Neural Networks Against Adversarial AttacksYanchao Zhang, Weiyu Lin, Qiyue Zhong, Qian Tao. 3675-3684 [doi]
• Linking Urban Morphology and Human Activity Patterns: An Empirical Study Based on Mobility Survey Data from the Paris RegionJianyu Fu, Zhihua Zhong, Xukang Wang, Jue Ma, Yoshihide Sekimoto. 3685-3694 [doi]
• Bayesian Network-Driven Level Correction for Computer Adaptive Testing: A Data-Driven Approach to Optimizing Learning SequenceIsao Karube, Setsuya Kurahashi. 3695-3704 [doi]
• Analytical Model of Factory Automated Guided Vehicles Systems by Using Multi-Agent SystemsDaimotsu Kato, Setsuya Kurahashi. 3705-3711 [doi]
• Small Data for Walkability: Street-Furniture Experiments and Mobility Sensors in a Japanese Compact CitySae Kondo, Kazuma Suzuki, Yukio Ohsawa. 3712-3718 [doi]
• Schedule Recovery Strategies in Container Liner Shipping Networks Using Multi-Agent SimulationsKenta Kowatari, Ryuichi Shibasaki. 3719-3727 [doi]
• Modeling Autonomous Mobility Demand Between Islands: A Hybrid Framework Integrating Cyberspace and Physical ConstraintsJun Nakamura 0001, Sanetake Nagayoshi, Tomohiro Kuroda. 3728-3733 [doi]
• Latent Interestingness of Regions Externalized on Multiscale Trend-Reach EntropyYukio Ohsawa, Sae Kondo. 3734-3741 [doi]
• A Multiscale Hexagonal Framework for Urban Walkability Analysis Using Open Geospatial DataAnderson Tadeu de Oliveira Vicente, Flávio Soares Corrêa da Silva. 3742-3751 [doi]
• Social Engineering Attacks: A Systemisation of Knowledge on People Against HumansScott Thomson, Michael Bewong, Arash Mahboubi, Tanveer A. Zia. 3752-3761 [doi]
• Leveraging Visitor Mobility and IoT Sensor Networks for Sustainable Waste ManagementSlamet Kristanto Tirto Utomo, Hangli Ge, Noboru Koshizuka. 3762-3771 [doi]
• Mobility Data Asset Valuation for Spatial Environment DesignZhenggui Xiang, Guanting Chen. 3772-3781 [doi]
• Place with Intention: An Empirical Attendance Predictive Study of Expo 2025 Osaka, Kansai, JapanXiaojie Yang, Dizhi Huang, Hangli Ge, Masahiro Sano, Takeaki Ohdake, Kazuma Hatano, Noboru Koshizuka. 3782-3789 [doi]
• Towards a Citizen-Participatory Platform for Accessibility Data Collection Using a Multimodal Large Language ModelMasahiro Bessho, Ken Sakamura. 3800-3807 [doi]
• A Proposal for High-Level Architectural Model Capable of Expressing Various Data Collaboration Platform and Data Space ConceptsMasaru Dobashi, Kohei Toshimitsu, Hirotsugu Seike, Miki Kanno, Genki Horie, Noboru Koshizuka. 3808-3817 [doi]
• XCKAN: Federated Catalog for Data Discovery in DataspacesHangli Ge, Hideaki Takeda 0001, Takeshi Sagara, Naho Kitano, Noboru Koshizuka. 3818-3824 [doi]
• Dataspaces for Collaborative ResearchSoo-Yon Kim, Liam Tirpitz, Max Wagels, Benedikt T. Arnold, Christian Rennert, István Koren, Janik Rapp, Mario Moser, Wil M. P. van der Aalst, Bernhard Rumpe, Robert H. Schmitt, Jan Pennekamp, Sandra Geisler. 3835-3844 [doi]
• Data Users' Tsugoes Fit Data Free Flow with Trust - Lessons by Large Language Model -Yukio Ohsawa. 3845-3852 [doi]
• A Verifiable AI Framework Informed by DFFT: Integrating LLMs with Synthetic Data via MCP for Consumer Preference EstimationKenji Sakiyama, Aya Takeichi, Karin Matsumoto, Yusuke Taira, Setsuya Kurahashi. 3853-3861 [doi]
• Quantitative Analysis of Blockchain Consensus Effects on Dataspace Transaction LatencyHirotsugu Seike, Yasukazu Aoki, Noboru Koshizuka. 3862-3871 [doi]
• Passive Monitoring-Based Security Barometer: Determining Trust Levels and User Classification Through Risk AssessmentMuhammet Furkan Atalay, Kasim Öztoprak, Yusuf Kursat Tuncel. 3872-3877 [doi]
• Closing the Gaps: A Regulatory Framework for Bias-Aware AI-Enabled CybersecurityAsha Hemrajani, Davis Zheng Yang. 3878-3886 [doi]
• Explainable Anomaly Detection Framework for Electronic Health Record Access LogsSabriye Nur Senturk, Damla Uslu, Enes Furkan Ozdemir, Reza Zare Hassanpour, Kasiotam Öztoprak, Yusuf Kursat Tuncel. 3887-3895 [doi]
• Securing Agricultural IoT Networks: Adapting SAFE-CAST Framework for LoRa-Based Smart Farming ApplicationsYusuf Kursat Tuncel, Kasim Oztoprak, Reza Hassanpour. 3896-3905 [doi]
• H_SIG: Privacy-Preserving Auction for Big Data Based on Homomorphic SigncryptionShamsher Ullah, Farhan Ullah 0001, Muhammad Umar Farooq 0002, Gautam Srivastava 0001, Victor C. M. Leung. 3906-3913 [doi]
• Forecasting Extreme Production Outages in Agile, Big Data and Machine Learning Services: Simple, Two-Parameter Software Reliability Models for Root Cause InsightsKeun Soo Yim. 3914-3923 [doi]
• Explainable Retrieval and Graph Augmented Code Vulnerability Repair RecommendationsAlfred Asare Amoah, Yan Liu. 3924-3933 [doi]
• Benford-Constrained Multimodal Learning for Few-Shot Fake Image DetectionJackson Astraikis, Robby Martin, Andrew Van Es, Supriya Kottam, Yingcheng Sun. 3934-3941 [doi]
• KG-SEA: A Self-Evolving Framework for Iterative Knowledge Graph Construction in Graph-RAG SystemsPi-Wei Chen, Myroslav Mishchuk, Alexandre Niyomugaba, Jerry Chun-Wei Lin, Rafal Cupek. 3942-3949 [doi]
• Explaining Relation Networks for Few-Shot LearningAndrea Fedele, Beatrice Ferrigno, Riccardo Guidotti. 3950-3959 [doi]
• Enhancing Interpretability in Self-Training with Tsetlin Machines for Mitigating Noisy Pseudo-LabelsJiechao Gao, Rohan Kumar Yadav, Xinyuan Huang, Jie Wang. 3960-3968 [doi]
• Interpretable and Accurate Hybrid Decision Trees with Selective Case-Based SplitsCristiano Landi, Alessio Cascione, Riccardo Guidotti. 3969-3978 [doi]
• Comparative Analysis of Generator Architectures in Cyclegan for Image Style TransferMichal Lenort, Jakub Szygula, Dariusz Marek, Karol Marszalek, Adam Domanski. 3979-3987 [doi]
• FABLE: Fairness Attack in Abusive Language DetectionYueqing Liang, Lu Cheng 0001, Ali Payani, Kai Shu. 3988-3997 [doi]
• Counterfactual Explanations for Ranking in Algorithmic HiringAntonio Mastropietro, Riccardo Guidotti, Andrea Iommi, Anna Monreale, Salvatore Ruggieri. 3998-4007 [doi]
• GPU-Enabled Edge-based Federated Continual Learning with Resource Adaptation for Efficient Non-Stationary Visual Anomaly DetectionAlexandre Niyomugaba, Dariusz Mrozek. 4008-4017 [doi]
• Physics-Guided Counterfactual Explanations for Large-Scale Multivariate Time Series: Application in Scalable and Interpretable SEP Event PredictionPranjal Patil, Anli Ji, Berkay Aydin. 4018-4027 [doi]
• Iterative Weighted-Voting Approach for Adaptive Time-Series Anomaly Correction in Federated AGV SystemsOlena Pavliuk, Myroslav Mishchuk. 4028-4035 [doi]
• Accelerating Model Development for Vulnerability Detection with Federated LearningTomasz Skowron, Adam Mastalerz. 4046-4054 [doi]
• Federated Learning for Wireless Communication Prediction - The Use Case of Internal Logistic System Based on AGVIreneusz Smolka, Olena Pavliuk, Rafal Cupek, Jakub Musial. 4055-4062 [doi]
• A Multi AI Agent Framework for OT Network Traffic Assesment in 5G Based AGV CommunicationIreneusz Smolka, Piotr Gaj, Jacek Stój. 4063-4070 [doi]
• From Black Box to Insight: Explainable AI for Extreme Event PreparednessKiana Vu, Ismet Selçuk Özer, Phung Lai, Zheng Wu, Thilanka Munasinghe, Jennifer C. Wei. 4071-4080 [doi]
• DemoShapley: Valuation of Demonstrations for In-Context LearningShan Xie, Man Luo, Chadly Daniel Stern, Mengnan Du, Lu Cheng 0001. 4081-4090 [doi]
• XAI-Enhanced Sensor Fusion for Reliable Predictive Analytics in Industry 4.0Tomasz Zyzak, Piotr Gaj, Ireneusz Smolka. 4091-4098 [doi]
• EvoRL: Evolution of Agentic Workflows Using Reinforcement LearningDinesh Chowdary Attota, Ying Xie. 4099-4106 [doi]
• Turning Point Prediction Under Multi-Objective Genetic AlgorithmChi-Fang Chao, Mu-En Wu, Hsin-Hung Li, Ming-Hua Hsieh. 4107-4112 [doi]
• A Concept Drift-Based Technique for Trading Strategy Portfolio Dynamic Adjustment in Streaming Data EnvironmentsChun-Hao Chen, Chieh-Shu Jaun, Chao-Chun Chen, Tzung-Pei Hong. 4113-4119 [doi]
• Topological Robust Reinforcement LearningJaidev Goel, Roshni Anna Jacob, Jie Zhang 0054, Yulia R. Gel. 4120-4129 [doi]
• Modality-Aware Multimodal Fusion for Sleep Event ClassificationKevin Hayes, Yingcheng Sun. 4130-4135 [doi]
• Rescan-Amended Federated Utility MiningTzung-Pei Hong, Jing-Chi Yang, Yu-Chuan Tsai, Chun-Hao Chen. 4136-4141 [doi]
• Perturbation-Based Vertical Federated Frequent Itemset MiningTzung-Pei Hong, You-Da Chuang, Yu-Chuan Tsai, Shu-Min Li, Wen-Yang Lin. 4142-4148 [doi]
• Medical Incident Reports AnalysisTomohiro Kimura, Shusaku Tsumoto. 4149-4154 [doi]
• TabGSL: Graph Structure Learning for Tabular Data PredictionsJay Chiehen Liao, Jun-Wei Chiu, Cheng-Te Li. 4155-4164 [doi]
• Application of Radial Basis Function and Deep Neural Networks to Identify Factors Underlying Missed Appointments at Hospital Outpatient ClinicsChee-Hoe Loh, Yi-Chung Chen, Yang-Chou Juan, Chun-Yuan Wang, Wen-Huang Wang, Shao-Yuan Lin, Jia-Ching Ying. 4175-4180 [doi]
• From Genetic Reads to Information Granules: Scalable Big NGS Data Cleaning with Apache PigBozena Malysiak-Mrozek, Tomasz Sitek, Vaidy S. Sunderam, Boleslaw Pochopien, Krzysztof Tokarz, Che-Lun Hung, Dariusz Mrozek. 4181-4186 [doi]
• An Investigation of Data Granularity in RAG Pipelines for Personalized MedicineParitosh Pandey, Shirley Tian, Shaoen Wu, Linh Le. 4187-4192 [doi]
• An Effective Music Emotion Recognition Approach Fusing Multi-Temporal Convolution Neural Networks and Auditory Fragment Mining TechniquesJa-Hwung Su, Liang-Yu Chen. 4193-4196 [doi]
• Topological Data Analysis in Rule Mining SpaceShusaku Tsumoto, Tomohiro Kimura, Shoji Hirano. 4197-4206 [doi]
• Information Granulation for Hierarchical Feature Selection in Detection of Anomalies in IoT DevicesLukasz Wawrowski, Konrad Chwelatiuk, Marcin Michalak 0001, Iwona Kostorz, Dominik Slezak, Piotr Biczyk, Blazej Adamczyk, Maksym Brzeczek. 4207-4216 [doi]
• Secure Database Sharing in Healthcare: An LLM Based HIPAA Compliant Solution for Data Privacy and SecurityAbdul Barek, Md Bajlur Rashid, ABM Kamrul Islam Riad, Md. Mostafizur Rahman, Sharmin Yeasmin, Md. Jobair Hossain Faruk, Hakki Erhan Sevil, Guillermo Francia, Hossain Shahriar, Alfredo Cuzzocrea, Sheikh Iqbal Ahamed, Coskun Cetinkaya. 4217-4226 [doi]
• Exposing Privacy Vulnerabilities in Federated Learning: A GAN-Based Model Inversion AttackMd Morshedul Islam, Suraj Neupane, Md. Jobair Hossain Faruk, Hossain Shahriar, Alfredo Cuzzocrea. 4227-4236 [doi]
• A Benchmark Dataset for Code-Level Vulnerability Detection and AnalysisTasmin Karim, Mst. Shapna Akter, Alfredo Cuzzocrea. 4237-4246 [doi]
• When Summaries Lie: Adversarial Attacks on Abstractive Summarization ModelsJiyao Li, Wei Liu 0007. 4248-4252 [doi]
• Exploiting Meta-Learning-Based Poisoning Attacks for Graph Link PredictionMingchen Li, Di Zhuang, Keyu Chen, Dumindu Samaraweera, J. Morris Chang. 4253-4262 [doi]
• Personalized Federated Learning with Shared Feature TablesYong Li, Yiming Wang, Han Gao, Shuo Yang, Yongxin Jiang. 4263-4268 [doi]
• A Prototype-Based Personalized and Fair Federated Graph Learning AlgorithmYong Li, Zhuoran Li, Yiming Zhang, Gang Liu. 4269-4275 [doi]
• Enhancing Privacy and Accuracy in Federated Learning Via Local Model Ensemble and Data ShufflingYong Li, Zhuoran Li, Yiming Zhang, Chenxi Hao, Gaochao Xu. 4276-4287 [doi]
• BitGNN: Bipartite Tabular Graph Neural Networks for Privacy-Preserving Data SynthesisHung-Chia Lu, Cheng-Te Li. 4288-4297 [doi]
• Contamination-Aware, Taxonomy-Driven Vulnerability Classification for CPS: Evidence and Insights at ScaleAdiba Mahmud, Yasmeen Rawajfih, Hossain Shahriar, Fan Wu 0013. 4298-4304 [doi]
• When Privacy Isn't Synthetic: Hidden Data Leakage in Generative AI ModelsS. M. Mustaquim, Anantaa Kotal, Paul H. Yi. 4305-4314 [doi]
• Mind the Shift: A Study on Transfer Learning and Domain Adaptation in Vehicular Intrusion DetectionJakob Richard Proos, Giuseppe Cascavilla, Cristoffer Leite, Alfredo Cuzzocrea. 4315-4324 [doi]
• Explaining Network Intrusion Detection System with SHAP and LIMEMd Abdur Rahman, Guillermo Francia, Hossain Shahriar, Eman El-Sheikh, Alfredo Cuzzocrea, Sheikh Iqbal Ahamed. 4325-4332 [doi]
• A Survey of Large Language Models (LLMs) for Cybersecurity: Opportunities and DirectionsMd Abdur Rahman, Guillermo Francia, Hossain Shahriar, Alfredo Cuzzocrea, Atef Mohamed, Muhammad Umair Khan, Sheikh Iqbal Ahamed. 4333-4342 [doi]
• A Survey on the Role of LLMs in AI-Based Software Development: Augmentation and Latent RisksMd Bajlur Rashid, Mohammad Shafayet Jamil Hossain, Mohammad Ishtiaque Khan, Sharaban Tahora, Aiasha Siddika, Mahmudul Islam Prakash, Sharmin Yeasmin, Hossain Shahriar. 4343-4352 [doi]
• Phishing Defense: An ML-Based URL Detection System with Real-World DeploymentABM Kamrul Islam Riad, Md Reazul Hassan Rizvi, Abdullah Al Mamun, Shakil Miah, Md Abdul Barek, Yasmeen Rawajfih, Muhammad Umair Khan, Hossain Shahriar, Alfredo Cuzzocrea. 4353-4359 [doi]
• Healthcare Solutions for Noisy Clinical Text: A Federated Privacy-Preserving ApproachABM Kamrul Islam Riad, Abdullah Al Mamun, Salma Akter, Md Abdul Barek, Maliha Zaman Nizum, Guillermo Francia, Hossain Shahriar, Alfredo Cuzzocrea, Sheikh Iqbal Ahamed. 4360-4369 [doi]
• Web-Based System with RFID, OCR, and Digital Payment Technology for Automated Management and Electronic Toll Collection in Metropolitan LimaCarlos Gonzalez, Tomas Jara, Carlos Alvarado. 4370-4377 [doi]
• ResVul-LLM: A Neurosymbolic Framework Combining Large Language Models and Symbolic Reasoning for C/C++ Vulnerability AnalysisMd. Shazzad Hossain Shaon, Mst. Shapna Akter, Alfredo Cuzzocrea. 4378-4387 [doi]
• Temporal Privacy Drift in Tool-Augmented Large Language Models: A Quantitative Framework for Big Data System SecurityShivani Shukla, Himanshu Joshi. 4388-4395 [doi]
• 3R: Parallel Plugin-Based Parameter Efficient Fine-Tuning for Code Understanding Through Hierarchical Representation RefinementMd. Fahim Sultan, Mst. Shapna Akter, Alfredo Cuzzocrea. 4396-4405 [doi]
• CodeVul+: A Structure-Aware Framework for Cross-Repository Vulnerability DetectionMd. Fahim Sultan, Mst. Shapna Akter, Alfredo Cuzzocrea. 4406-4415 [doi]
• A Decentralized Approach to Deepfake Detection Using Blockchain-Based Federated Learning in Forensic ContextsMaryam Taeb, Shonda Bernadin, Hongmei Chi. 4416-4424 [doi]
• Guarding the Middle: Protecting Intermediate Representations in Federated Split LearningObaidullah Zaland, Sajib Mistry, Monowar Bhuyan. 4425-4434 [doi]
• DART: Device-Native Adaptive Real-Time Training for Lifelong Learning on IoT BoardsShamil Al-Ameen, Bharath Sudharsan, Osamah Alzacko, Roua Al-Taie, Tejal Shah, Rajiv Ranjan 0001. 4435-4444 [doi]
• Machine Learning on Big Data for Crime Trend Analytics and PredictionM. Akroma E. Ansah, Carson K. Leung, Omodesayo A. Owolabi, Alfredo Cuzzocrea. 4445-4454 [doi]
• Segment-Aware Learning for Adaptive Customer Churn PredictionSoumia Benkrid, Alfredo Cuzzocrea. 4455-4464 [doi]
• Hybrid Optimized Bayesian Policy for Training Set Sampling for Recommendation Systems from Variably Imbalanced Clusters of Raw Data *: *Bayesian Hybrid SamplerIshani Chakraborty. 4465-4473 [doi]
• Empirical Likelihood for Regression with Sparsely Permuted DataAbhisek Chakraborty. 4474-4483 [doi]
• Algorithms for Optimization and Near-Optimization of Time Series of Recommendations Based on Computational Model of Delayed Feedback SeriesIshani Chakraborty. 4484-4493 [doi]
• Hybrid Reinforcement Learning to Optimize for Physics-Constrained Spectral AnalysisAnqi Chu, Wilhelm Stork. 4494-4503 [doi]
• A Self-Adaptation Framework for Supporting Distributed Computing Based on Industry-Scale Digital TwinsAlfredo Cuzzocrea, Cristina Seceleanu, Tiberiu Seceleanu. 4504-4510 [doi]
• Generation, Analysis and Experimental Validation of an Emotion-Enlightened Synthetic Dialogue-Dataset via Advanced LLM-Based MethodologiesAlfredo Cuzzocrea, Abderraouf Hafsaoui, Ismail Benlaredj. 4511-4519 [doi]
• Multidimensional Big Healthcare Data Generation for Alzheimer Disease Early Prevention and Analytics: The HCRS AlgorithmAlfredo Cuzzocrea. 4520-4531 [doi]
• ALCMAEON: A Multidimensional Big Data AnaLytiCs PlatforM for Supporting Predictive Analysis and Mining over Clinical and MEdical (Big) Data ON Alzheimer's Disease PatientsAlfredo Cuzzocrea. 4532-4543 [doi]
• Vision Token Reduction via Attention-Driven Self-Compression for Efficient Multimodal Large Language ModelsOmer Faruk Deniz, Ruiyu Mao, Ruochen Li, Yapeng Tian, Latifur Khan. 4544-4551 [doi]
• iTransformer-LSTM-MoE: A Dual-Branch Mixture-of-Experts Framework for Disk Failure PredictionJunqing Duan, Xiaotao Wei, Xiang Wei 0007, Bingke Fu, Dashuai Guan, Ruiping Yu. 4552-4559 [doi]
• Web Application Based on Machine Learning for the Prediction and Prevention of Low Academic Performance in Primary School Students in the District of Matara, CajamarcaCarlos Daniel Cubas Gallardo, Leslie Viviana Torres Chulluncuy, Carlos Alberto Alvarado Quintana. 4560-4565 [doi]
• Memory Instance Gated Transformer Reinforcement Learning for Portfolio ManagementFengchen Gu, Zhilu Zhang, Zhengyong Jiang, Ángel F. García-Fernández, Jionglong Su, Huakang Li. 4566-4575 [doi]
• Hybrid CNN-Transformer Architecture for Object Detection and Multimodal Captioning in Educational ContextsLeila Habibi, Madjid Maidi, Larbi Boubchir, Boubaker Daachi. 4576-4585 [doi]
• Multi-View Kernel Geometric Mean Metric LearningJianjun He, Feng Qiao, Ruirui Zheng, Yu Zhou, Xinshu Cui, Peng Xu. 4586-4594 [doi]
• SCL-CFSR: Context-Aware Session-Based Recommendation via Self-Contrastive Learning and Multi-Layer Self-Filtering Residual AttentionJing He, Han Zhang, Lin Chen, Cheng Luo, Wei Guo, Zhen Zhang. 4595-4604 [doi]
• A Stacking-Based Ensemble Deep Learning Approach to Forecast Offshore Wind Farm Power OutputLong Hoang, Umair ul Hassan. 4605-4612 [doi]
• Machine Learning on Big Economic Data for Predictive Financial AnalyticsAbhinav Jain, Carson K. Leung, Thanh Trung Jack Nguyen, Jing Xiang Ong, Alfredo Cuzzocrea. 4613-4622 [doi]
• Hallucination Detection and Reclassification Using Graph Co-TrainingRagini Kihlman, Maria Fasli. 4623-4632 [doi]
• Predicting Machine Learning Training Costs with MLPerf BenchmarksJimin Kim, Young Yoon. 4633-4642 [doi]
• PPSEBM: An Energy-Based Model with Progressive Parameter Selection for Continual LearningXiaodi Li 0002, Dingcheng Li, Rujun Gao, Mahmoud Zamani, Feng Mi, Latifur Khan. 4643-4652 [doi]
• Physics-Informed Machine Learning for Vessel Shaft Power and Fuel Consumption Prediction: Interpretable KAN-Based ApproachHamza Haruna Mohammed, Dusica Marijan, Arnbjørn Maressa. 4653-4662 [doi]
• Two Shots are Enough: Reliable Constrained Generation with LLMsManuel Mondal, Ljiljana Dolamic, Philippe Cudré-Mauroux, Julien Audiffren. 4663-4672 [doi]
• A Parallel and Distributed Rust Library for Core Decomposition on Large GraphsDavide Rucci, Sebastian Parfeniuc, Matteo Mordacchini, Emanuele Carlini 0001, Alfredo Cuzzocrea, Patrizio Dazzi. 4673-4682 [doi]
• Classification EM-PCA for Clustering and EmbeddingZineddine Tighidet, Lazhar Labiod, Mohamed Nadif. 4683-4692 [doi]
• Empathy by Design: Aligning Large Language Models for Healthcare DialogueEmre Umucu, Guillermina Solis, Leon-Garza, Emilia Rivas, Beatrice Lee, Anantaa Kotal, Aritran Piplai. 4693-4702 [doi]
• Comparative Evaluation of Deep Learning Models for Large-Scale Deforestation MappingKeyu Wan, Ranga Raju Vatsavai. 4703-4712 [doi]
• CauSTream: Causal Spatio-Temporal Representation Learning for Streamflow ForecastingShu Wan 0002, Reepal Shah, John Sabo, Huan Liu 0001, K. Selçuk Candan. 4713-4722 [doi]
• Designing Reputation Systems for Manufacturing Data Trading Markets: A Multi-Agent Evaluation With Q-Learning and IRL-Estimated UtilitiesKenta Yamamoto, Teruaki Hayashi. 4723-4732 [doi]
• Conflict Event Actor Prediction Using Spatial Graph Neural NetworksNiamat Zawad, Patrick T. Brandt, Latifur Khan, Vito J. D'Orazio, Javier Osorio. 4733-4742 [doi]
• Optimization of Deep Learning Models for Dynamic Market Behavior PredictionShenghan Zhao, Yuzhen Lin, Ximeng Yang, Qiaochu Lu, Haozhong Xue, Gaozhe Jiang. 4743-4756 [doi]
• USTNet: A Knowledge-Guided Spatio-Temporal Deep Learning Framework for Ulva Prolifera Suitability AssessmentZhiwei Zhou, Chunxiao Wang, Chuantao Li, Jintao Li, Xiaoning Wang, Yanchao Xiao, Dingfeng Yu, Jian Zhang. 4757-4764 [doi]
• Accuracy and Efficiency Trade-Offs in LLM-Based Malware Detection and Explanation: A Comparative Study of Parameter Tuning vs. Full Fine-TuningStephen C. Gravereaux, Sheikh Rabiul Islam. 4765-4773 [doi]
• Domain-Specific Data Compression for Nextflow with COMET-FLOWNinon De Mecquenem, Simon Bosse, Vasilis Bountris, Fabian Lehmann, Somayeh Mohammadi, Pauline Karega, Knut Reinert, Ulf Leser. 4774-4783 [doi]
• SLMFORGE: Small Language Models for Federated Feature Selection via Union Aggregation in CybersecuritySaeid Sheikhi. 4784-4792 [doi]
• Temporal Entropy Gating for Storage Aware Video AnalyticsEthan Silverstein, Angel Todorov. 4793-4798 [doi]
• Similarity-Aware Techniques for Deduplication in Large-Scale Remote Sensing DataYuchun Wang, Guoying Zhang, Jingqi Wang, Hui Qi, Chunbo Wang. 4799-4808 [doi]
• LSM-CAD: A Lightweight and Semantic-Guided Multi-Model Algorithm for Campus Anomaly DetectionChangao Wang, Ronghuai Luo, Mei Sun, Zhiping Zhang, Peiguang Lin. 4809-4814 [doi]
• Fast and Faithful: A Lightweight Spatio-Temporal GNN for Semi-Supervised Air Quality Forecasting with Inductive CapabilityYuming Xu, Zhanchao Xu, Yaowen Liu, Xuejia Chen, Qi Chen, Mingtao Zhang, Zhuohan Ge, Haoyang Li 0002, Chen Jason Zhang. 4815-4824 [doi]
• TensorNTT: Architecture-Aware Optimizations for Number-Theoretic Transform on Tensor Core UnitXiangkai Yin, Shuoyu Wang, Zhaorui Zhang, Zimeng Zhou, Lei Ju 0001, Zhuoran Ji. 4835-4844 [doi]
• SZ3_SIMD: Accelerating Error-Bounded Lossy Compression with Architecture Independent SIMDChangfeng Zou, Bigyan Ghimire, Jon C. Calhoun. 4845-4854 [doi]
• 3D-FireRecon: Single-Image 3D Firearm Reconstruction Using Video-Derived Voxel SupervisionSaddam Abdulwahab, Sylvie Chambon, Simone Gasparini. 4855-4864 [doi]
• Spatial Neighborhood-Enhanced Framework for Efficient Loss and Regularization in Skeleton-Based Anomaly DetectionYang Chen, Ickjai Lee, Zhigang Lu, Xiaoqin Shen, Ziyang Cheng, Junhui Zhou. 4865-4873 [doi]
• GunPT: A Privacy-Preserving Mobile Application for Firearm ClassificationAlexandros Kalpazidis, Georgios Stavropoulos, Konstantinos Votis. 4874-4881 [doi]
• A Unified Blockchain Analytics Platform for Multi-Cryptocurrency Forensics with Explainable AIEleftheria Katsoura, Georgios Stavropoulos, Konstantinos Votis. 4882-4891 [doi]
• Vision Paper: AutoBorder - Vehicle-Integrated Solutions for Drive-Through and Human-Centric BordersEleftheria Katsoura, James M. Ferryman, Georgios Stavropoulos, Andreas Uhl, Henryk Gierszal, Arkadiusz Kruszynski, Piotr Tyczka, Sarah Murray, Mariano Martín Zamorano Barrios, Eileen Murphy, Konstantinos Votis. 4892-4900 [doi]
• Vision Paper: CERTHTRACE - Transforming Cryptocurrency-Facilitated Crime Investigation through Explainable, Hybrid IntelligenceEleftheria Katsoura, Georgios Stavropoulos, Konstantinos Votis. 4901-4907 [doi]
• CYBERPATROL: An Intelligent Platform for Monitoring Illicit Online Firearms TraffickingMaria Makrynioti, Chaido Porlou, Alexandros Kalpazidis, Eleftheria Katsoura, Anastasios Alexiadis, Georgios Stavropoulos, George Pantelis, Konstantinos Votis, Dimitrios Tzovaras. 4908-4917 [doi]
• Securing Data-Driven Cognitive V2G Charging: Edge Intelligence and Cybersecurity for Trusted EV Energy ExchangeMaria Makrynioti, George Lazaridis, Georgios Spanos, Georgios Stavropoulos, Periklis Chatzimisios, Silvia Canale, Esther Stallone, Konstantinos Votis, Dimitrios Tzovaras. 4918-4927 [doi]
• A Privacy-Preserving System for Border Crossing and InspectionGaryfallia Papadopoulou, Alexandros Kalpazidis, Ioannis Grypiotis, Georgios Stavropoulos, Konstantinos Votis. 4928-4937 [doi]
• Multi-Behavior Recommendation System Based on Self-Attention and Contrastive LearningYewei Hu, Guangshun Li, Junhua Wu. 4938-4947 [doi]
• Lightweight Stream-Based On-Device Earthquake Detection: A Sparse Profile Analysis ApproachYunhee Jeong, Aekyeung Moon, Eunsang Yu, Seung Woo Son 0001. 4948-4953 [doi]
• Large Data Acquisition and Analytics at Synchrotron Radiation FacilitiesAashish Panta, Giorgio Scorzelli, Amy Ashurst Gooch, Werner Sun, Katherine S. Shanks, Suchismita Sarker, Devin Bougie, Keara Soloway, Rolf Verberg, Tracy Berman, Glenn Tarcea, John Allison, Michela Taufer, Valerio Pascucci. 4954-4963 [doi]
• Cross-Organizational Data Stream Management using Solid Data SpacesLiam Tirpitz, Sandra Geisler. 4964-4972 [doi]
• Chord Latent Decoupling for Music MashupsYu Foon Darin Chau, Andrew Horner. 4973-4980 [doi]
• Effects of Tempo and Tonality on Listener Enjoyment of Automated Pop MashupsAnh-Dung Dinh, Xinyang Wu 0005, Andrew Brian Horner. 4981-4988 [doi]
• A Modular Approach to Music Generation: Adding Music Controls to Neural Audio Compression ModelsDaniel Faronbi, Peter Traver. 4989-4995 [doi]
• Can Language Models Verify Indian Classical Music Note Sequences for Early Learners?Radhika Grover, Ankit Maurya, Manikandan Ravikiran, Rohit Saluja. 4996-5002 [doi]
• Emovectors: Assessing Emotional Content in Jazz Improvisations for Creativity EvaluationAnna Jordanous. 5003-5006 [doi]
• Pay (Cross) Attention to the Melody: Curriculum Masking for Single-Encoder Melodic HarmonizationMaximos Kaliakatsos-Papakostas, Dimos Makris, Konstantinos Soiledis, Konstantinos-Theodoros Tsamis, Vassilis Katsouros, Emilios Cambouropoulos. 5007-5015 [doi]
• MusicAIR: A Multimodal AI Music Generation Framework Powered by an Algorithm-Driven CoreCallie C. Liao, Duoduo Liao, Ellie L. Zhang. 5016-5025 [doi]
• BiGRU: Bi-Directional GRU-Based Approach for Audio Source SeparationSanjay Majumder, Karl Reichard. 5025-5032 [doi]
• Neural Motif Recombination: A Transformer-Based Framework for Cross-Genre Music GenerationSanjay Majumder. 5026-5034 [doi]
• Story2MIDI: Emotionally Aligned Music Generation from TextMohammad Shokri, Alexandra C. Salem, Gabriel Levine, Johanna Devaney, Sarah Ita Levitan. 5043-5050 [doi]
• Diffusion for Room Impulse Response GenerationRebecca Wroblewski, Julius O. Smith. 5051-5056 [doi]
• Dynamic Multi-Species Bird Soundscape Generation with Acoustic Patterning and 3D SpatializationEllie L. Zhang, Duoduo Liao, Callie C. Liao. 5057-5066 [doi]
• In-Context and Few-Shots Learning for Forecasting Time Series Data Based on Large Language ModelsSaroj Gopali, Bipin Chhetri, Deepika Giri, Sima Siami-Namini, Akbar Siami Namin. 5067-5076 [doi]
• Supporting Artifact Evaluation with LLMs: A Study with Published Security Research PapersDavid Heye, Karl Kindermann, Robin Decker, Johannes Lohmöller, Anastasiia Belova, Sandra Geisler, Klaus Wehrle, Jan Pennekamp. 5077-5085 [doi]
• An LLM-Based Multi-Modal Framework for Efficient and Realtime Detection of Sensitive Information Using Speech and Transcribed DataVamsi Krishna Koppala, Srijagan Tirumalavasa Adari, Akbar Siami Namin. 5086-5095 [doi]
• Emotion Detection in Imbalanced Conversational Data Using Transformer-Based Language ModelsBipsa Paka, Akbar Siami Namin, Faranak Abri, Keith S. Jones. 5096-5103 [doi]
• Investigating Robot Behavioral Biometrics Through Interaction Logs for Distinguishing OperatorsMaharage Nisansala Sevwandi Perera, Franziska Zimmer, Ryosuke Kobayashi, Mhd Irvan, Rie Shigetomi Yamaguchi, Yoshihiro Tanaka. 5104-5113 [doi]
• FinVet: A Collaborative Framework of RAG and External Fact-Checking Agents for Financial Misinformation DetectionDaniel Berhane Araya, Duoduo Liao. 5114-5123 [doi]
• Leveraging Brain Inspired Principles for Data Efficient Multimodal LearningJonathan Grienay, Marina Reyboz, Martial Mermillod, Laurent Rodriguez, Benoît Miramond. 5132-5141 [doi]
• Diffusion is Your Friend in Show, Suggest and TellJia-Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi. 5142-5151 [doi]
• Cognitive Consistency Verification: Neuro-Symbolic Approach for Mitigating VLM HallucinationHyeong-Ryul Jo, Young-Woo Kwon 0001. 5152-5155 [doi]
• Exploration of Augmentation Strategies in Multi-Modal Retrieval-Augmented Generation for the Biomedical Domain*: *A Case Study Evaluating Question Answering in GlycobiologyPrimoz Kocbek, Azra Frkatovic-Hodzic, Dora Lalic, Vivian Hui, Gordan Lauc, Gregor Stiglic. 5156-5165 [doi]
• The Hybrid Deployment Architecture for Explainable and Robust Video UnderstandingAbideep Singh Kondal, Ravinder Singh Ghataura, Yan Liu 0001, Zerui Wang. 5166-5174 [doi]
• Dance to Music Generation Based on Residual Vector QuantizationShuhong Lin, Moshe Zukerman, Hong Yan 0001. 5175-5178 [doi]
• Enhancing Text-to-Image Diffusion with Intent-Aware Semantic Alignment from Simple PromptsYangyu Liu, Mingzi Chen, Hongjun Li 0003. 5179-5186 [doi]
• Weight of a Feeling: Temporal and Modal Contributions to Emotion from Music VideosShubha Masti, Shyam K. Sateesh, Siyani Vengatagiri, Athul Raimon, Bhaskarjyoti Das. 5187-5193 [doi]
• UrbanPhysicalDisorder-4K: Understanding Urban Perception via Counterfactuals and Street View Signs of Physical DisorderFelipe Moreno Vera, Andres De-la-Puente, Jorge Poco. 5194-5200 [doi]
• TGRPO-SRM: Token-Aware GRPO with Semantic Reward Modeling for Referring Expression GroundingSongwen Pei, Jian Zhang, Kai Cong. 5201-5208 [doi]
• Multimodal Fusion of Chest Radiographs and Text Reports for Heart Failure DetectionArun Rajaratnam, Zois Boukouvalas. 5209-5213 [doi]
• Data-Driven Assessment of Concrete Slab Integrity via Impact-Echo Signals and Neural NetworksYeswanth Ravichandran, Duoduo Liao, Charan Teja Kurakula. 5214-5223 [doi]
• Rethinking Ground Truth: A Case Study on Human Label Variation in MLLM BenchmarkingTomás Ruiz, Tanalp Agustoslu, Carsten Schwemmer. 5224-5229 [doi]
• HMR-LLM: Hybrid Multimodal Sequential Recommendation with LLM RerankingSneha, Chen Ding. 5230-5237 [doi]
• MMGSL: Multi-Modal Graph Structure Learning for RecommendationYoshiyuki Sone, Yuma Dose, Takahiro Hara, Takuya Maekawa, Kazuki Shimazaki, Teppei Seguchi, Takayuki Kikuchi, Kenshiro Kato. 5238-5245 [doi]
• FireSeg-SAM: A Dual-Module Architecture with Context-Aware FireAdapter and Domain-Bridge for Effective Fire SegmentationYanan Wu, Chaoqun Hong, Xuebai Zhang, Shuo Wang, Hongbin Yang. 5246-5250 [doi]
• Cross-Modal Consistency Learning with Dynamic Multimodal Fusion for Fake News DetectionShuo Yan, Yan Yang, Hu Jin. 5251-5254 [doi]
• AVATAAR: Agentic Video Answering via Temporal Adaptive Alignment and ReasoningFang-Chun Yeh, Urjitkumar Patel, Chinmay Gondhalekar. 5255-5262 [doi]
• A Lightweight Visible and Infrared Fusion Framework for Object Detection from UAV PerspectivesFengchi Yu, Guangshun Li, Junhua Wu. 5263-5266 [doi]
• Attribute-Enhanced Fine Tuning for Subject-Driven GenerationShiyin Zhang, Wenhao Chen, Guojie Song, Gang Shen, Wenjun Ma, Rundong Cao. 5267-5276 [doi]
• Analyzing the Role of Autonomous Vehicles and Vehicle-As-A-Service in Enhancing Public Transport Efficiency in SãO PauloLucas Henrique de Lima Antonio, Sidney Junior Corrêa Terenciani, Danilo Medeiros Eler, Lourenço Alves Pereira Júnior, Robson Eduardo De Grande, Geraldo P. R. Filho, Rodolfo Ipolito Meneguette. 5277-5286 [doi]
• One-Step Generation in Traffic Forecasting with Flow-Based ModelsPengnan Chi, Xiaoliang Ma. 5287-5292 [doi]
• Cloud-Based Network-V2X Platform for Improving Road Users SafetyYasir Hassan, Yosif Mohamedain, Mohamed K. M. Fadul, Austin Harris 0002, Mina Sartipi. 5293-5300 [doi]
• Improving Transformer-Based Multivariate Time Series Forecasting with Vector Field Embeddings and Sparse AttentionJoseph Natter, Yifan Zhang, David Hart, Rui Wu. 5301-5308 [doi]
• Towards a Graph-Based Agentic Workflow and Framework for Natural Language DirectionsIvens Da Silva Portugal, Giuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan. 5309-5313 [doi]
• Modeling Maritime Transportation Behavior Using AIS Trajectories and Markovian Processes in the Gulf of St. LawrenceGabriel Spadon, Ruixin Song, Vaishnav Vaidheeswaran, Md Mahbub Alam, Floris Goerlandt, Ronald Pelot. 5314-5323 [doi]
• High-Performance Computing for Supporting Electric Vehicle Integration into the Transport IndustryBeatriz Teixeira, Tania Tanzin Hoque, Paulo Amorim, Cátia Silva, Tiago Pinto, Hugo Paredes, Arsénio Reis, João Barroso 0001. 5324-5333 [doi]
• Efficient Map Matching for Low-Sampling-Rate Trajectories Using an Edge Frequency Matrix from Historical DataPhuoc-Loc Truong, Tuan-Thanh Ho, Huy T. Vo, Tien B. Dinh. 5334-5343 [doi]
• A One-Year Spatiotemporal AIS Analysis and Visualization of Vessel Behavior in the Persian Gulf and Gulf of OmanFranziska Zimmer, Ryosuke Kobayashi, Rie Shigetomi Yamaguchi. 5344-5353 [doi]
• Fast and Efficient Integer Linear Programming Method for Aircraft Recovery ProblemDominik Zurek, Wieslaw Dudek, Marcin Pietron, Szymon Piórkowski, Michal Karwatowski, Kamil Faber. 5354-5361 [doi]
• Balancing Recency and Order in Session Representations: A Temporal-Sequential Embedding Approach for Clickstream AnalyticsMahmut Aslan, Yekta Said Can, Efe Batur Giritli, Mehmet S. Aktas. 5362-5372 [doi]
• Scalable Task-Oriented Dialogue Systems with Mixture of Experts and Offline Reinforcement LearningDharmendra Prajapat, Durga Toshniwal. 5373-5381 [doi]
• Evaluation of Large Language Models for Understanding Counterfactual Reasoning in TextsS. I. M. Adnan, Abrar Hameem, Shikha Anirban, Md. Saiful Islam 0003, Md. Musfique Anwar. 5382-5389 [doi]
• Enhanced Old English NER via Morphology-Aware Analysis, Cross-Germanic Transfer, and Domain-Specific PatternsJavier Martín Arista, Darío Metola Rodríguez, Daniel B. Morris. 5390-5399 [doi]
• Copyright Infringement Issues and Mitigations in Data for Training Generative AIAnna Arnaudo, Riccardo Coppola, Maurizio Morisio, Antonio Vetrò, Maurizio Borghi, Bryan Khan, Riccardo Raso. 5400-5409 [doi]
• How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine TranslationMuskaan Chopra, Lorenz Sparrenberg, Sarthak Khanna, Rafet Sifa. 5410-5417 [doi]
• Polypersona: Persona-Grounded LLM for Synthetic Survey ResponsesTejaswani Dash, Dinesh Karri, Anudeep Vurity, Gautam Datla, Tazeem Ahmad, Saima Rafi, Rohith Tangudu. 5418-5427 [doi]
• AraFinNews: Arabic Financial Summarisation with Domain-Adapted LLMsMo El-Haj, Paul Rayson. 5428-5436 [doi]
• Arabic OCR in the Age of Multimodal Models: A Comprehensive Comparative EvaluationHossam Elsafty, Farizeh Aldabbas, Rafet Sifa. 5437-5442 [doi]
• IDR-RAG: An Iterative Draft-Revision Agent-Like RAG Pipeline for Efficient and Accurate Knowledge Retrieval in Large-Scale Private DomainsXia Jiaju, Cao Lei. 5443-5451 [doi]
• Arabic Prompts with English Tools: A BenchmarkKonstantin Kubrak, Ahmed El-Moselhy, Ammar Alsulami, Remaz Altuwaim, Hassan Ismail Fawaz, Faisal Alsaby. 5452-5461 [doi]
• XDoGE: Multilingual Data Reweighting to Enhance Language Inclusivity in LLMsIñaki Lacunza, José Javier Saiz, Alexander Shvets, Aitor Gonzalez-Agirre, Marta Villegas. 5462-5471 [doi]
• Tackling Low-Resource K-12 Hand-Drawn Mathematics VQA: Unified Regularization with Compute-Aware Expert Token ArchitectureHai Li, Wanli Xing 0001, Chenglu Li, Bailing Lyu. 5472-5481 [doi]
• Scaling Classical NLP Pipelines for Underresourced Old English: Character-Level Models, Unsupervised Pretraining, and Supervised Data GrowthJavier Martín Arista, Darío Metola Rodríguez, Ana Elvira Ojanguren López. 5482-5489 [doi]
• Improving Translation Quality by Selecting Better Data for LLM Fine-Tuning: A Comparative AnalysisFelipe Ribeiro Fujita de Mello, Hideyuki Takada. 5490-5499 [doi]
• UniFi-LLM: A Unified Large Language Model for Financial Data Generation and Fraud PredictionGiridhar Pamisetty, Subbareddy Batreddy, Priya Verma, Ch. Sobhan Babu. 5500-5506 [doi]
• Governance-Aware Hybrid Fine-Tuning for Multilingual Large Language ModelsHaomin Qi, Chengbo Huang, Zihan Dai, Yunkai Gao. 5507-5516 [doi]
• Fine-Tuning Large-Language-Models using Federated Learning & BlockchainSoham Ratnaparkhi, Saeed Samet. 5517-5526 [doi]
• Leveraging LLM Agents for Autonomous Web Penetration Testing Targeting SQL Injection VulnerabilityPhong Tran Thanh, Phuc Nguyen Le Bao, Trong-Nghia To, Van-Hau Pham, Phan The Duy. 5527-5534 [doi]
• Temporal-Aware RAG for Multilingual ESG Document Retrieval: A Low-Resource Approach to Time-Sensitive Question AnsweringAnh Kiet Nguyen Truong. 5535-5542 [doi]
• Benchmarking LLM Optimization Strategies for Clinical NER: A Comparative Analysis of DSPy GEPA Against Domain-Specific TransformersJustin Ebby Varghese, Yi Shang. 5543-5552 [doi]
• Targeted Knowledge Enhancement: A Systematic Continual Pre-Training Approach for Effective Domain AdaptationYiqun Wang, Chaoqun Wan, Xiang Tian 0002, Xuesong Liu, Yaowu Chen. 5553-5562 [doi]
• Cluster-Aware Item Prompt Learning for Session-Based RecommendationWooseong Yang, Chen Wang, Zihe Song 0001, Weizhi Zhang 0001, Philip S. Yu. 5563-5572 [doi]
• Rate-Distortion Guided Knowledge Graph Construction from Lecture Notes Using Gromov-Wasserstein Optimal TransportYuan An, Ruhma Hashmi, Michelle Rogers, Jane Greenberg, Brian K. Smith. 5573-5582 [doi]
• GRAFT - Graph Retrieval Augmented Generation Fine-Tuning ApproachMoritz Busch, Giuliana Defilippis, Philipp Weiß, Christian Beecks, Stefan Decker, Diego Collarana. 5583-5592 [doi]
• One-Class Outlier Detection of Label-Induced Ambiguity in Knowledge GraphsBara Diop, Cheikh Talibouya Diop, Lamine Diop. 5593-5602 [doi]
• CaST: Causal Discovery via Spatio-Temporal Graphs in Disaster TweetsHieu Minh Duong, Long Nguyen, Eugene Levin, Todd Gary. 5603-5612 [doi]
• LLM Profiling and Fine-Tuning with Limited Neighbor Information for Node Classification on Text-Attributed GraphsXinyi Fang, Kyumin Lee, Yichuan Li 0001. 5613-5622 [doi]
• HyperComplEx: Adaptive Multi-Space Knowledge Graph EmbeddingsJugal Gajjar, Kaustik Ranaware, Kamalasankari Subramaniakuppusamy, Vaibhav C. Gandhi. 5623-5631 [doi]
• Retrieval-Reranker: A Two-Stage Pipeline for Knowledge Graph CompletionBedirhan Gergin, Charalampos Chelmis. 5632-5641 [doi]
• Code2Onto: Multi-Agent System for Code-Driven Ontology PopulationAlexander Graß, Jonathan Lehmkuhl, Diego Collarana, Stefan Decker, Christian Beecks. 5642-5651 [doi]
• LiteKG: A Lightweight LLM-Assisted Framework for Domain-Specific Knowledge Graph ConstructionYi-Mo Ho, Wei-Pin Ku, Pei-Yu Hou. 5652-5661 [doi]
• Evaluation of GraphRAG Strategies for Efficient Information RetrievalAsma Houimli, Zaineb Gabsi, Sabri Skhiri. 5662-5670 [doi]
• Learning Recommendation under an Identical-Pool Protocol: Top-K Ranking on Skill Graphs with Fair, Reproducible EvaluationKehan Hu. 5671-5678 [doi]
• A Commonsense Knowledge Graph for Representing Exceptions Concerning Extrinsic FactorsShenghao Huang, Yoshihide Kato, Shigeki Matsubara. 5679-5688 [doi]
• Bridging Semantic Gaps in Federated Knowledge Graphs with Context-Enriched Synonym DetectionMaryam Mubarak, Hanqi Chen, Nahed Abu Zaid, Kara Schatz, Rada Chirkova. 5689-5698 [doi]
• SA-KGP: A Semantic-Aware Partitioning Method for Scalable Knowledge Graph EmbeddingDorsaf Sellami, Wissem Inoubli, Imed Riadh Farah, Sabeur Aridhi. 5699-5708 [doi]
• Efficient Multi-Hop Question Answering Over Knowledge Graphs via LLM Planning and Embedding-Guided SearchManil Shrestha, Edward Kim 0006. 5709-5718 [doi]
• Enhancing Link Prediction with Attentive-HINGE: A Vietnamese Case Study in Educational Knowledge GraphsNhan Vo, Nhat Truong, Tuan Bui, An Nguyen, Khang Huynh, Tho Quan, Thang Bui. 5719-5726 [doi]
• AMSP-KG: Automated Mapping of Sentences to Paths in Knowledge GraphsNahed Abu Zaid, Kara Schatz, Zhuocheng Mei, Rada Chirkova. 5727-5736 [doi]
• RL-CURATE-KG: Multi-Agent Reinforcement Learning for Scalable Knowledge Graph CurationNahed Abu Zaid, Kara Schatz, Deepak Sai Pendyala, Alexey V. Gulyuk, Yaroslava G. Yingling, Rada Chirkova. 5737-5746 [doi]
• DTRAG: Triple-Fusion Retrieval-Augmented Generation Leveraging a Knowledge Graph for Answering Diabetes QuestionsJin Zhang, Huiling Liu, Wengen Li, Jianquan Wen, Yuan Zhao, Jianing Chen, Jian Liu, Chengkun Wu. 5747-5755 [doi]
• Mixture-of-Experts Liquid Financial Mamba Framework for Portfolio Management Based on Deep Reinforcement LearningFengchen Gu, Huijia Wang, Zhengyong Jiang, Angel F. García-Fernández, Jionglong Su, Huakang Li. 5756-5764 [doi]
• A Universal Scaling Law in Animal Movement: Quantifying Emergent System Properties from Big DataAtushi Ishikawa, Shouji Fujimoto, Takayuki Mizuno. 5765-5772 [doi]
• Whose Line is it Anyway? Linguistic Attribution of Misinformation from Mainstream and Fringe LLMsHan Kyul Kim, Ankur Garg, Hansea Kim, Eunjeong Joo, Andy Skumanich. 5773-5781 [doi]
• Architecture for Deliberative Reasoning (ADR): A Computational Model of Facilitated Dialogue for Societal QuestionsTakayuki Mizuno. 5782-5789 [doi]
• The Circulate and Recapture Dynamic of Fan Mobility in Agency-Affiliated VTuber NetworksTomohiro Murakami, Mitsuo Yoshida 0001. 5790-5799 [doi]
• Investigating the Impact of Japanese Names and Japanese Prompts on Social Bias in Hiring Decisions Using LLMsSaneyuki Okabe, Taisei Enomoto, Mamoru Komachi, Atsushi Keyaki. 5800-5809 [doi]
• When the Crowd Agrees(or Not): Topic Effects and Reason Distributions in X's Community NotesHibiki Sumioku, Yuya Shibuya. 5810-5819 [doi]
• Daily Emotional States Improve Predictions of Human Mobility DiversityKanata Takahashi, Yuuki Nishiyama, Yuya Shibuya. 5820-5826 [doi]
• Measuring Geographic Preferences in Social Networks Beyond Population BiasKeitaro Takayanagi, Shiori Hironaka, Kazuyuki Shudo. 5827-5834 [doi]
• Dual-Input Settlement Prediction with Word-Pair SHAP: Financial ADR CasesKoutarou Tamura. 5835-5841 [doi]
• SpanishTweetsCOVID-19: A Social Media Enriched Covid-19 Twitter Spanish DatasetAntonela Tommasel, Juan Manuel Rodriguez. 5842-5851 [doi]
• Impression Zombies: Characteristics Analysis and Classification of New Harmful Accounts on Social MediaKeito Uehara, Taichi Murayama. 5852-5859 [doi]
• The Impact of Regional Economic Conditions on Bidding Strategies in Online Labor MarketsZhichao Wang, Zeyu Lyu. 5860-5867 [doi]
• Understanding Toxic Interaction Across User and Video Clusters in Social Video PlatformsQiao Wang, Liang Liu, Mitsuo Yoshida 0001. 5868-5875 [doi]
• Linking Opinion Dynamics and Emotional Expression in Online Communities: a Case Study of Covid-19 Vaccination Discourse in JapanQianyun Wu, Yukie Sano, Hideki Takayasu, Misako Takayasu. 5876-5883 [doi]
• Passenger Trust and Driver Workload Evaluation via Heart Rate Variability in Bus ServicesHiroyasu Ando, Ryunosuke Fukuzaki, Morimitsu Kurino, Naoko Matsuda, Takahiro Noguchi. 5884-5893 [doi]
• AI-Enhanced Two-Stage Clustering for COVID-19 Vaccine Discourse Analysis: Multi-Faceted Public Reaction AssessmentTakako Hashimoto, Tetsuji Kuboyama, Masashi Toyoda, Naoki Yoshinaga 0001, Masaru Kitsuregawa, Takeaki Uno. 5894-5903 [doi]
• Numbers of Bids Placed Under Approximate DGS Algorithms with Different Tie-Breaking Rules: A Subject Experiment of Multi-Item AuctionsYoichi Izunaga, Satoshi Takahashi, Naoki Watanabe 0001. 5904-5913 [doi]
• Influence of Agent Social and Network Segregation on Fake News DiffusionYuta Kitagawa, Eizo Akiyama. 5914-5921 [doi]
• Effects of a "Topic Diversification System" Facilitating Diverse Topic Exposure on Topic Interest and Social Media Engage BehaviorTakuya Nagura, Eizo Akiyama. 5922-5929 [doi]
• Towards Uncertainty-Aware Low-Bit Quantized LLMs for On-Device InferenceLorenz Sparrenberg, Tobias Schneider, Tobias Deußer, Armin Berger, Rafet Sifa. 5930-5939 [doi]
• Trapezoidal Frustum and Angle Bracket for the Maximum DrawdownJia-Hao Syu, Yuh-Dauh Lyuu. 5940-5946 [doi]
• Profitability of Slow Steaming Under Vessel Offshore Waiting ConditionsShunta Yoshimura, Tomoya Kawasaki, Ayato Kitadai, Nariaki Nishino. 5947-5953 [doi]
• Ontologies Applied to Archival Records: a Preliminary Proposal for Information RetrievalThiago Henrique Bragato Barros, Rafael Rodrigo do Carmo Batista, Frances Ryan, Maurício Coelho da Silva, David Haynes 0002. 5954-5959 [doi]
• Cryptographic Provenance and AI-Generated ImagesJessica Bushey, Nicholas Rivard, Michel Barbeau. 5960-5967 [doi]
• Algorithm Auditing for Reliable AI Authenticity Assessment of Digitized Archival ObjectsDaniel F. Fonner. 5968-5974 [doi]
• Using an Ensemble Approach for Layout Detection and Extraction from Historical NewspapersAditya Jadhav, Bipasha Banerjee, Jennifer Goyne. 5975-5984 [doi]
• Systems Thinking, Management Standards and the Quest for Records and Archives Management RelevanceShadrack Katuu. 5985-5994 [doi]
• Retrieval-Augmented LLMs for ETD Subject ClassificationHajra Klair, Fausto German, Amr Ahmed Aboelnaga, Bipasha Banerjee, Hoda Eldardiry, William A. Ingram. 5995-6004 [doi]
• Blockchain and Responsible AI: Enhancing Transparency, Privacy, and Accountability Through Blockchain HackathonJiho Lee, Jaehyung Jeong, Victoria Lemieux, Tim Weingärtner, JaeSeung Song. 6005-6010 [doi]
• Developping a Smart Archival Assistant with Conversational Features and Linguistic Abilities: The Ask_ArchiLab InitiativeBasma Makhlouf Shabou, Lamia Friha, Wassila Ramli. 6011-6017 [doi]
• From Analog Records to Computational Research Data: Building the AI-Ready Lab NotebookJoel Pepper, Zach Siapano, Jacob Furst 0002, Fernando J. Uribe-Romo, David E. Breen, Jane Greenberg. 6018-6023 [doi]
• PARDES: Automatic Generation of Descriptive Terms for Logical Units in Historical Handwritten CollectionsJosepa Raventós-Pajares, Joan-Andreu Sánchez, Enrique Vidal 0001. 6024-6028 [doi]
• Operationalizing Context: Contextual Integrity, Archival Diplomatics, and Knowledge GraphsJim Suderman, Frédéric Simard, Nicholas Rivard, Iori Khuhro, Erin Gilmore, Michel Barbeau, Darra Hofman, Mario Beauchamp. 6029-6037 [doi]
• Classification of Paper-Based Archival Records Using Neural NetworksJussara Teixeira, Juliana Almeida, Tânia Gava, Raphael Lugon Campo Dall'Orto, José Márcio Moraes Dorigueto. 6038-6043 [doi]
• Archival Research Theory: Putting Smart Technology to Work for ResearchersKenneth Thibodeau, Alex Richmond, Mario Beauchamp. 6044-6051 [doi]
• Can GPT-4 Think Computationally About Digital Archival Practices? - Part 3William Underwood, Joan Gage. 6052-6061 [doi]
• Index-Aware Knowledge Grounding of Retrieval-Augmented Generation in Conversational Search for Archival DiplomaticsQihong Zhou, Binming Li, Victoria Lemieux. 6062-6069 [doi]
• Machine Learning for Predicting Clinical Outcomes of Metformin Dosage on Patient HealthNiraj Dineshkumar Bhagchandani, Sanjay Kumar Singh, Rajiv Misra. 6070-6077 [doi]
• Minimizing Inequality in Urban Water: ST-GNN Forecasting and Differentiable OptimizationAswini Ghosh, Rajiv Misra. 6078-6086 [doi]
• Optimizing Service Allocation in Mobile Edge Computing with Genetic AlgorithmPriyadarshni, Shivani Tripathi, Kaushik Saha, Praveen Kumar, Rajiv Misra. 6087-6091 [doi]
• FedEnergy: Federated Learning for Energy Consumption Forecasting on Smart Meters using Hybrid TCN-Transformer ModelVaneet Kour, Sudhir Kumar, Shubham Sahu, Rajiv Misra. 6092-6101 [doi]
• Predicting Cloud Workload Job Arrival Rates Using a Diffusion Autoformer ModelShiom Kumar, Manoj K. Chauhan, Priyadarshni, Shivani Tripathi, Rajiv Misra, T. N. Singh 0001. 6102-6107 [doi]
• Skin Cancer Detection and Classification Using Swin Transformer and YOLOv8Praveen Kumar, Yasir Waseem, Anubhav Kumar, Priyadarshni, Rajiv Misra. 6108-6113 [doi]
• Efficient Resource Allocation Prediction for B5G Network Slicing Using Attention Based LSTM-DDPGPraveen Kumar, Yasir Waseem, Anubhav Kumar, Priyadarshni, Rajiv Misra. 6114-6123 [doi]
• Optimizing Power-Accuracy Tradeoff in Air Pollution Forecasting for Edge-Based Quantized ModelsSudhir Kumar, Vaneet Kour, Shubham Sahu, Vaishnavi Choudha, Rajiv Misra. 6124-6132 [doi]
• Post-Quantum Secure Peer-to-Peer VPN ProtocolPriyanya Kumari, Shreya Yadav, Rajiv Misra. 6133-6140 [doi]
• HiResGAN-Climate: Conditional Physics-Aware Generative Adversarial Networks for High-Resolution Climate Scenario Generation and DownscalingPradeep Kumar Lodhi, Rajiv Misra, Rahul Mishra. 6141-6149 [doi]
• Fine Tuning a Multilingual Translation Model for Financial Crime DataRavi Kumar Mishra. 6150-6153 [doi]
• Quantum-Driven Logistics: Building Sustainable and Efficient Supply ChainRajiv Misra, Kuntal Majumder. 6154-6162 [doi]
• CEC-DuelNet: Relational Deep Reinforcement Learning for Coded Edge Computing OffloadingUdit Narayan, Priyadarshni, Praveen Kumar, Shivani Tripathi, Rajiv Misra. 6163-6166 [doi]
• Benchmarking Artificial Intelligence Models for Daily Coastal Hypoxia ForecastingMagesh Rajasekaran, Md Saiful Islam Sajol, Chris Alvin, Supratik Mukhopadhyay, Yanda Ou, Z. George Xue. 6167-6176 [doi]
• Insight Lens: Multi-View Summarization via Retrieval-Augmented Generation for Hallucination ReductionNimisha Sinha, Shivank Gupta, Vaneet Kour, Mukul Misra, Rajiv Misra. 6177-6186 [doi]
• A Comparative Analysis of State-of-the-Art Text-to-3D Generation Models: Evaluation Framework and Performance BenchmarkingPrashant Srivastava, Rajiv Misra, Amit Kumar Verma. 6187-6191 [doi]
• Comprehensive Survey of Big Data Analytics with Generative AI for Climate ChangeNagbhushan R. Subbapurmath, Rajiv Misra, Pradeepika Verma. 6192-6201 [doi]
• Neuro-Symbolic Ensemble Architecture (NSEA) for Adaptive Workload Prediction in Containerized Cloud EnvironmentsShivani Tripathi, Shiom Kumar, Manoj K. Chauhan, Priyadarshni, Rajiv Misra, T. N. Singh 0001. 6202-6209 [doi]
• Edge AI and IoT-Driven SLMs: Enabling Multilingual Access and Sustainable Futures for Small and Subsistence FarmersChandrasekar Vuppalapati, Anitha Ilapakurti, Shruti Vuppalapati, Sharat Kedari, Santosh Kedari, Jaya Vuppalapati. 6210-6219 [doi]
• Comparative Analysis of Multimodal Fusion Techniques for Clinical Severity ClassificationAyush Bajracharya, Yannick Toussaint, Sabeur Aridhi. 6220-6227 [doi]
• DBGF: Dual-Attention and Bi-Cross with Gated Fusion for Multi-Modal Glaucoma GradingHaixi Cheng, Chaoqun Hong, Bo Zhang, Yongfeng Chen. 6228-6234 [doi]
• SwinPose: A Unified Spatio-Temporal Transformer Network for Video-Based Human Pose EstimationAo Deng, Wufan Wang, Bo Zhang, Xirong Que, Wendong Wang. 6235-6240 [doi]
• MEVLERG: Medical Vision-Language Encoder for Report GenerationSongwen Pei, Yunfeng Chen, Kai Cong, Xing Jia. 6241-6247 [doi]
• A Lightweight Real-Time Framework for Skeleton-Based Action Recognition on Mobile DevicesQiujie Zhang, Wufan Wang, Bo Zhang, Zheng Zhang, Xirong Que, Wendong Wang. 6248-6254 [doi]
• Evaluation of Deep Learning Models for Automatic MRI Segmentation of Borderline Ovarian TumorsBoyi Zhang, Chenwei Yan, Yan Gao, Xiangling Fu, Yu Wu, Xiaohua Wang. 6255-6260 [doi]
• A Privacy Set Intersection Protocol for Medical Data Security SharingSuzhen Cao, Lei Han, Guorui Liu, Tianhao Zhang, Xuan Zhang, Xiaodong Yang. 6261-6269 [doi]
• Erasure-Coded Consistent Hashing for Distributed StorageYanzhuo Li, Leilei Yu, Jiasheng Yuan, Yunghsiang S. Han. 6270-6278 [doi]
• A Trustworthy and Traceable Identity Authentication Framework Leveraging Zero-Knowledge ProofsJianming Lin, Hui Li 0022, Min Wang, Niansheng Tang, Wenhui Hu, Bing Lin, Runhuai Huang, Ximing Xu, Shengyao Wu, Ying Li. 6279-6287 [doi]
• Blockchain-Enabled Market Clearing Mechanism for Peer-to-Peer Energy Storage SharingZhen Ren, Haihan Duan, Hengming Dai, Xiaoyi Fan 0001, Cong Zhang 0002, Xiping Hu. 6288-6297 [doi]
• A High-Throughput Blockchain System for Stablecoins via Parallelizing Consensus and ExecutionYongxin Song, Hui Li, Pin-Han Ho, Min Wang, Zehua Wang 0001, Yimin Yun, Shaowen Deng. 6298-6307 [doi]
• A Traceable, Secure, Hierarchical, and Fine-Grained Redactable Blockchain for Multi-Identifier SystemShibiao Tan, Hui Li, Jianming Liu, Jucheng Yang, Pin-Han Ho, Zehua Wang 0001, Runhuai Huang, Bing Lin, Yanping Zhang, Tao Zhang. 6308-6317 [doi]
• A Cross-Modal Information Retrieval Framework Based on an Interactive Encoder and Re-Ranking AlgorithmXiaoyan Zhou, Sichun Luo, Linqi Song, Hanxu Hou. 6318-6324 [doi]
• A Multi-Agent Architecture for Governance and Security of LLM-Based Knowledge AccessVinícius Alboneti Aguiar, Leonardo Afonso Amorim, Artur Matos Andrade Novais, Thiago Pedroso de Jesus, Anderson da Silva Soares, Sávio Salvarino Teles de Oliveira. 6325-6334 [doi]
• A Workforce Agent for Labor Market Question and AnsweringRaghav Gupta, Mohan Reddy, Yuri Yerastov. 6335-6342 [doi]
• MixCoT-SQL: A User-Adaptive Text-to-SQL Framework Based on Mixed Chain-of-Thought and Result Reflection RefinementDingwei Liu, Yan Wang, Yuxuan Tian, Zhiqiang Zeng, Su Liu, Weipeng Zheng, Yufeng Xiao. 6343-6352 [doi]
• Simulating Influence Dynamics with LLM AgentsMehwish Nasim, Syed Muslim M. Gilani, Amin Qasmi, Usman Naseem. 6353-6356 [doi]
• Competing LLM Agents in a Non-Cooperative Game of Opinion PolarisationAmin Qasmi, Usman Naseem, Mehwish Nasim. 6357-6366 [doi]
• AdaptiCare-RL: Adaptive Multi-Agent Collaborative Counseling Dialogues Regulated by Reinforcement LearningLinying Su, Bin Zhu, Shouqiang Liu. 6377-6386 [doi]
• Agentic AI Framework for Low-Resource Essay Evaluation via Scoring, Explanation, and DebateSurendrabikram Thapa, Kritesh Rauniyar, Shuvam Shiwakoti, Surabhi Adhikari, Junaid Rashid, Jungeun Kim, Usman Naseem. 6387-6394 [doi]
• KeBugFix: Automated Program Repair Framework Based on Code Retrieval Enhancement and LLM AgentChaopeng Wang, Yi Sun 0006, Chao Wang 0061, Bo Wang, Shujie Yang, Zan Zhou 0001, Yujiao Yuan, Lin Jia, Xu Xiang, Fei Xiao 0005. 6395-6402 [doi]
• Multi Modal and Self Learning Agents in FinanceAjay Yadav, Mohammad Luqman, Akshar Prabhu Desai, Himaanshu Gauba, Pranjul Yadav. 6403-6410 [doi]
• Multi-Agent Intelligence for e-Tourism: Lecce use Case and Enabling Digital TwinsVeronica Cretì, Chiara Rucco, Alessandro Stefano, Francesca Zampino, Motaz Saad, Antonella Longo, Alè Aghazadeh Ardebili. 6411-6420 [doi]
• Smartcitysystem: A Digital Twin Platform with Virtual Sensors for Urban Mobility AnalysisAndrei I Hirata, Ronaldo C. M. Correia, Rodolfo I Meneguette. 6421-6425 [doi]
• Privacy-Preserving Hierarchical Federated Learning Over Data SpacesAlexandros S. Kalafatelis, Vasileios Nikolakakis, Nikolaos Tsoulakos, Panagiotis Trakadas. 6426-6435 [doi]
• Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their MitigationYoungjoon Lee, Taehyun Park, Yunho Lee, Jinu Gong, Joonhyuk Kang. 6436-6440 [doi]
• Deployment Benchmarking of a Federated YOLOv12s Model Across Heterogeneous Edge DevicesSara Dana Kabl Talabani, Angelo Martella, Antonella Longo, Marco Zappatore, Francesco Piccialli. 6441-6450 [doi]
• Real-Time Adaptive Topic Modeling Framework for Identifying Social Engineering AttacksManav Bhasin, Faranak Abri, Jade Webb, William Andreopoulos. 6451-6460 [doi]
• ArmFormer: Lightweight Transformer Architecture for Real-Time Multi-Class Weapon Segmentation and ClassificationAkhila Kambhatla, Taminul Islam, Khaled R. Ahmed. 6461-6469 [doi]
• Early Detection of Disaster Events in Tweet Streams via NLP-Based Distributional Shift Analysis Using Conformal Predictors and Martingale TheoryDonghun Lee, June Moh Goo. 6470-6478 [doi]
• Localizing AI Image Manipulations by Learning Generative Noise Signatures Using Diffusion Based Noise PriorsElijah Shannon, Chaity Banerjee. 6479-6488 [doi]
• AI Blinks, Chaos Winks: Adversarial Vulnerability of Object Detection in High-Density Urban Mobility ScenariosFarhaan Syed, Abhi Chatterjee, Moitrayee Chatterjee, Xiwang Guo 0001. 6489-6494 [doi]
• Adversarial-Based Image Encryption for Privacy Preservation: Integrating FGSM, GANs, and Chaotic Cryptography for Secure Deep LearningAnastasiia Voitenko, Mourad Oussalah 0002. 6495-6503 [doi]
• A Systematic Comparison of Statistical and Neural Frameworks for Spanish POS TaggingGerasimos Vonitsanos, Andreas Kanavos, Phivos Mylonas. 6500-6508 [doi]
• Private Spatial Range Queries Over Outsourced Data: A SurveyHaoyang Wang 0005, Wei Hu, Yue Quan, Dejun Mu. 6504-6513 [doi]
• Extractive Document Summarization with Graph Neural Networks and Topic Modeling in PyTorchErmis Arvanitis, Georgios Drakopoulos, Leonidas Theodorakopoulos, Spyros Sioutas, Phivos Mylonas. 6514-6520 [doi]
• Functional Programming Meets Pinecone: Recommending Graph Structured DocumentsGeorgios Drakopoulos, Leonidas Theodorakopoulos, Spyros Sioutas, Phivos Mylonas. 6521-6526 [doi]
• From Reviews to Representations: Integrated Big Data Analytics on Amazon Product MetadataIoannis Karamitsos, Theofanis Aravanis, Andreas Kanavos. 6527-6534 [doi]
• APSys: Disaggregated LLM Serving System with an Adaptive Parallel StrategyZhaochen Li, HuaXia Wang, Anfa Zhang, Zhiyong Yan, Runhuai Huang. 6535-6544 [doi]
• Feature-Level Explainability in EEG-Based Fatigue Detection Using LASSO and Functional ConnectivityStavros Theofanis Miloulis, Ioannis Kakkos, Christina Kaliampakou, Ioannis Zorzos, Georgios N. Dimitrakopoulos, Ioannis A. Vezakis, Ioannis N. Kouris, Athanasios Anastasiou, George K. Matsopoulos. 6545-6551 [doi]
• Do Deeper Layers Explain Better? An LID-Based Study of Transformer ExplainabilityNikolaos Roufas, Athanasios Kanavos 0001, Ioannis Karamitsos, Khalil Al-Hussaeni, Manolis Maragoudakis. 6552-6559 [doi]
• Modeling Romanized Hindi and Bengali: Dataset Creation and Multilingual LLM IntegrationKanchon Gharami, Quazi Sarwar Muhtaseem, Deepti Gupta, Lavanya Elluri, Shafika Showkat Moni. 6569-6576 [doi]
• RAG-Targeted Adversarial Attack on LLM-Based Threat Detection and Mitigation FrameworkSeif Ikbarieh, Kshitiz Aryal, Maanak Gupta. 6577-6586 [doi]
• Physics-Informed Machine Learning for Detecting Stealthy Long-Term Cyber Attacks on Wind Energy SystemsSuyash Kalwani, Md Badrul Hasan, Zhiyuan Chen, Meilin Yu. 6587-6596 [doi]
• Building a Robust and Explainable IDS Using ML TechniquesMayank Kapadia, Tanya Yadav, Aditya Tekale, Kevin Gao, Nandhakumar Apparsamy, Matthew Leffler, Jeff Chong, Shih Yu Chang. 6597-6605 [doi]
• PhishDebate: An LLM-Based Multi-Agent Framework for Phishing Website DetectionWenhao Li, Selvakumar Manickam, Yung-Wey Chong, Shankar Karuppayah. 6606-6615 [doi]
• IRSDA: An Agent-Orchestrated Framework for Enterprise Intrusion ResponseDamodar Panigrahi, Raj Patel, Shaswata Mitra, Sudip Mittal, Shahram Rahimi 0001. 6616-6625 [doi]
• Scalable Privilege Analysis for Multi-Cloud Big Data Platforms: A Hypergraph ApproachSai Sitharaman, Hassan Karim, Deepti Gupta, Mudit Tyagi. 6626-6633 [doi]
• Security Compliance for Smart Manufacturing Using Knowledgegraph Based Digital TwinJaved Tamboli, Karuna Pande Joshi, Ommo Clark. 6634-6643 [doi]
• SCOUT: A Defense Against Data Poisoning Attacks in Fine-Tuned Language ModelsMohamed Afane, Abhishek Satyam, Ke Chen, Tao Li, Junaid Farooq 0001, Juntao Chen. 6644-6652 [doi]
• A Clinical Data Lake for ADHD Research: Architecture, Integration, and Early OutcomesSandra García-Ponsoda, Javier Sanchis, Juan Trujillo 0001, Alejandro Maté, Miguel A. Teruel. 6653-6658 [doi]
• MambaGuard-MOO: Multi-Objective Safe Drug Recommendation with Contrastive LearningHongtao Xie, Shengxin Zhu. 6659-6666 [doi]
• An Experimental Evaluation of Mixup Ensemble Meta-Classifiers for Improving GNN-Based Node ClassificationVenkata Kadiyala, Md. Saiful Islam 0003, M. A. Hakim Newton. 6667-6675 [doi]
• Scalable and Efficient Tensor Message-Passing Hypergraph Neural NetworksSyed Ahmed Taimoor, Shruti Shivakumar, Xiaorui Liu, Ramakrishnan Kannan, Jiajia Li 0001. 6676-6680 [doi]
• Mapping Discrimination in LLM-Driven HR SystemsEldar Jalilzade, Maksim Kalameyets, Shrikant Malviya, Rebecca Owens, Stamos Katsigiannis, Ben Farrand, Lei Shi 0003. 6681-6690 [doi]
• Multi-Agent Debate for Content Moderation with Dynamic Group ArbitrationYuzhou Jiang, Liang Wang 0006, Yuwei Lou, XianPing Tao, Hao Hu 0001. 6691-6698 [doi]
• Transformer Scalability Crisis: The First Comprehensive Empirical Analysis of Performance Walls in Modern Language ModelsMahdi Naser-Moghadasi, Faezeh Ghaderi. 6699-6706 [doi]
• Neural Activation Patterns Across Language Model Architectures: A Comprehensive Analysis of Cognitive Task PerformanceMahdi Naser-Moghadasi, Faezeh Ghaderi. 6707-6712 [doi]
• Enhanced ESG Data Processing Using Retrieval-Augmented AIMilad Olad, Ehsan Khaksar, Robert F. Lytle, Ryan Hilimoniuk, Maryam Ghanbari, Leila Tahmooresnejad, Anteneh Ayanso. 6713-6721 [doi]
• CU-1: A Class-Agnostic Detection Transformer Bridging Large Language Models and Big Data Interface UnderstandingAndré-Louis Rochet, Matis Despujols, Léo Appourchaux, Noé Brandolini, David Soeiro-Vuong, Paul Lemaistre, Gérard Réus, Bikram Pratim Bhuyan. 6722-6731 [doi]
• Dynamic Reasoning Chains Through Depth-Specialized Mixture-of-Experts in Transformer ArchitecturesSampurna Roy, Ayan Sar, Anurag Kaushish, Kanav Gupta, Tanupriya Choudhury, Abhijit Kumar. 6732-6742 [doi]
• SwasthLLM: A Unified Cross-Lingual, Multi-Task, and Meta-Learning Zero-Shot Framework for Medical Diagnosis Using Contrastive RepresentationsAyan Sar, Pranav Singh Puri, Sumit Aich, Tanupriya Choudhury, Abhijit Kumar. 6743-6752 [doi]
• Hierarchical Resolution Transformers: A Wavelet-Inspired Architecture for Multi-Scale Language UnderstandingAyan Sar, Sampurna Roy, Kanav Gupta, Anurag Kaushish, Tanupriya Choudhury, Abhijit Kumar. 6753-6762 [doi]
• Graph Neural Network (GNN) and its Application: A State-of-the-Art SurveyAshutosh Sharma 0004, Amit Sharma. 6763-6772 [doi]
• NutriLite: Balancing Accuracy and Efficiency in Food Nutrient Estimation with Small Language ModelsKemalcan Bora. 6773-6779 [doi]
• Beyond Fine-Tuning: Robust Food Entity Linking Under Ontology Drift with FoodOntoRAGJan Drole, Ana Gjorgjevikj, Barbara Korousic-Seljak, Tome Eftimov. 6780-6789 [doi]
• Fusing Semantic, Lexical, and Domain Perspectives for Recipe Similarity EstimationDenica Kjorvezir, Danilo Najkov, Eva Valencic, Erika Jesenko, Barbara Korousic-Seljak, Tome Eftimov, Riste Stojanov. 6790-6799 [doi]
• From Binary to Multiclass Logistic Regression for Wine Origin: A Correlation- and Cost-Aware Study in Portugal and ChileYihang Lu, Carola Doerr, Mathieu Sebilo. 6800-6807 [doi]
• Preserving Macedonian Culinary Heritage: Fine-Tuning a Large Language Model for Recipe Generation in a Low-Resource LanguageDimitar Peshevski, Darko Sasanski, Riste Stojanov, Dimitar Trajanov. 6808-6813 [doi]
• Building a Macedonian Recipe Dataset: Collection, Parsing, and Comparative AnalysisDarko Sasanski, Dimitar Peshevski, Riste Stojanov, Dimitar Trajanov. 6814-6822 [doi]
• Towards Automated Recipe Reconstruction: Optimization of Dietary Data Collection using Information Retrieval, Large Language Models and Mathematical OptimizationSvetlana Schmidt, Linda Klasen, Ute Nöthlings, Rafet Sifa. 6823-6832 [doi]
• Evaluation of LLMs in Retrieving Food and Nutritional Context for RAG SystemsMaks Pozarnik Vavken, Matevz Ogrinc, Tome Eftimov, Barbara Korousic-Seljak. 6833-6838 [doi]
• Scam Shield: Multi-Model Voting and Fine-Tuned LLMs Against Adversarial AttacksChen-Wei Chang, Shailik Sarkar, Hossein Salemi, Hyungmin Kim, Shutonu Mitra, Hemant Purohit, Fengxiu Zhang, Michin Hong, Jin-Hee Cho, Chang-Tien Lu. 6839-6846 [doi]
• Operationalizing Structured Direction and Planning for Cyber Threat Intelligence: A Practical Implementation for the Brazilian Financial SystemPedro Henrique Silva Gontijo, Robson de Oliveira Albuquerque, João José Costa Gondim. 6847-6852 [doi]
• An Empirical Investigation of Ransomware Encryption Techniques and Forensic Evidence AvailabilityTjielke Nabuurs, Cristoffer Leite, Indika Kumara, Roya Nasiri, Matthijs Vos, Justin Hende. 6853-6862 [doi]
• Measuring Onion Website Discovery and Tor Users' Interests with HoneypotsArttu Paju, Waris Abdullah, Juha Nurmi. 6863-6872 [doi]
• Uncovering the Darknet: A Hybrid Intelligence Framework for Drug Market SurveillanceDiogo Rio, Krishna Teja Atluri, Giuseppe Cascavilla, Jessica De Pascale. 6873-6882 [doi]
• Design and Implementation of a Multi-Agent Threat Intelligence Assistant Based on Generative AIFrancesco Saccone, Alessandro Manzi, Andrea Di Sorbo, Elisa Costante, Corrado Aaron Visaggio. 6883-6888 [doi]
• Stock Price Forecasting with Sentiment of Related Entities Via Graph-Based Community DetectionQizhao Chen, Hiroaki Kawashima. 6889-6897 [doi]
• Chinese NER for UAV Fault Texts via Local-Global Joint Modeling and Diffusion-Based Semantic DenoisingZhijun Chen, Xiaoyan Gu, Hao Yang, Yi Yang. 6898-6905 [doi]
• MultiNFT: A Multimodal Dataset for Non-Fungible Tokens Market AnalysisShuying Liu, Bowei Chen 0001, Cathy Yi-Hsuan Chen, Yu Zheng, Jun Wang 0012. 6906-6913 [doi]
• Forecasting Option-Implied Dynamics with Google TimesFM: From Model to MarketU. Hou Lok, Zheng-Liang Lu, Jia-Hao Syu. 6914-6919 [doi]
• LORSTransformerDRL: A Novel Deep Reinforcement Learning Framework for Intelligent Stock Trading with Chaotic Oscillators and Attention MechanismsPengyue Ma, ZiHang Zeng, Ziqian Lu, Raymond S. T. Lee. 6920-6929 [doi]
• Bank Customer Repurchase Prediction: A Novel Weighted LightGBMXiaolong Wang, Hui Bu. 6930-6938 [doi]
• Incorporating Market Risk Perception in Copper Commodity Price ForecastingXuefei Wu, Wei Shang, Lei Cao. 6939-6947 [doi]
• A Multimodal Agent for Stock Price Trend ForecastingXiaojia Zhu, Xingfen Wang, Huiying Du. 6948-6955 [doi]
• STMN4SR: Spectral-Temporal Mamba Network for Sequential RecommendationHongguang Chen, Yin Chen. 6956-6965 [doi]
• Optimizing Agentic Code Generation: Cost Efficiency, Observability and OrchestrationAlex Kaplunovich. 6966-6971 [doi]
• Agentic Moderation: Multi-Agent Design for Safer Vision-Language ModelsJuan Ren, Mark Dras, Usman Naseem. 6967-6976 [doi]
• CloudBot: Autonomous End-to-End Cloud Deployment from Code to InfrastructureOluwatobiloba Odunsi, Aravind Mohan, Seraj Al Mahmud Mostafa, Jianwu Wang 0001. 6972-6981 [doi]
• Large Language Models for Fault DiagnosisZhenlian Qi, Junyu Ren, Wensheng Gan, Philip S. Yu. 6982-6991 [doi]
• Geometric Model Merging for Efficient and Scalable Adaptation of Large Language ModelsLilian Rage, Youri Lalain, Mathis Escriva, Martial Roberge, Paul Lemaistre, André-Louis Rochet, Gérard Réus, Bikram Pratim Bhuyan. 6992-7001 [doi]
• Quantifying and Mitigating Occupational Bias in Open-Source Large Language ModelsAnimesh Raj, Zayed Haque, K. Shantha Kumari, P. Kanmani, Raghava Rao Mukkamala. 7002-7011 [doi]
• Asynchronous Pipeline Parallelism for Real-Time Multilingual Lip Synchronization in Video Communication SystemsEren Caglar, Amirkia Rafiei Oskooei, Mehmet Kutanoglu, Mustafa Keles, Mehmet S. Aktas. 7012-7020 [doi]
• EdgeAMRNet: Lightweight Automatic Modulation Recognition for OFDM-Based IoT CommunicationsRuisi Li, Ren Wei Ou, Zhiyou Zhuang. 7021-7026 [doi]
• Cognitive SOC: Evidence-Backed Narrative Generation for Security Operations with Multi-Agent LLM ArchitectureSaeid Sheikhi, Panos Kostakos 0001, Lauri Lovén. 7027-7036 [doi]
• Identification of Hypersynchronization and Reduced Control Efficiency in Dementia Using EEG Derived Brain Functional NetworksAbdulyekeen T. Adebisi, Ho Won Lee, Kalyana C. Veluvolu. 7037-7044 [doi]
• From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy ScreeningMuskaan Chopra, Lorenz Sparrenberg, Armin Berger, Sarthak Khanna, Jan H. Terheyden, Rafet Sifa. 7045-7054 [doi]
• Quantum Convolutional Neural Networks in Injury Detection of 3D Computed Tomography VolumesLi-Yen Alyssa Chou, Md Majedul Islam, Selena He. 7055-7063 [doi]
• CADHE: Privacy-Preserving Medical Image Analysis Through Homomorphic Encrypted Convolutional NetworksStefano Cirillo, Vincenzo Deufemia, Luigi Di Biasi, Giuseppe Polese, Giandomenico Solimando, Genoveffa Tortora. 7064-7072 [doi]
• Position Paper: An Argument for Applications of Reinforcement in Image Segmentation to Mitigate Adversarial AttacksRyan Marinelli, Markus Lammle, Robert Andrew Chetwyn. 7073-7380 [doi]
• Explainable Multimodal Ai for Oral Cancer: Integrating Image Segmentation and Large Language ModelsLuigia Rizzo, Domenico Rossi, Fabiola De Marco, Alessia Auriemma Citarella, Monica Maria Lucia Sebillo, Genoveffa Tortora. 7081-7088 [doi]
• Leveraging Transfer Learning with Class-Specific Decoders for Laparoscopic SegmentationPriya Tomar, Aditya Parikh, Christian Bauckhage, Rafet Sifa. 7089-7096 [doi]
• Deep Gradient-Guided and Gradient-Reinforced Network for Multi-Modal Brain Tumor SegmentationJinjing Zhang, Pinle Qin, Jianchao Zeng 0001, Lijun Zhao 0002, Xiaoyu Feng. 7097-7106 [doi]
• Residual GRU+MHSA: A Lightweight Hybrid Recurrent Attention Model for Cardiovascular Disease DetectionTejaswani Dash, Gautam Datla, Anudeep Vurity, Tazeem Ahmad, Mohd Adnan, Saima Rafi, Saisha Patro, Saina Patro. 7107-7116 [doi]
• Few-Shot Learning with Pretrained Visual Embeddings of Eye-Tracking Patterns for Autism DetectionMahmoud Elbattah, Federica Cilia, Gilles Dequen. 7117-7122 [doi]
• Leveraging Large Language Models to Build Computationally Efficient Models for Sustainable Finance Investment Decision SupportLoris Bergeron, Jérôme François, Radu State, Jean Hilger. 7123-7132 [doi]
• Adaptation of Embedding Models to Financial Filings Via LLM DistillationEliot Brenner, Dominic Seyler, Manjunath Hegde, Andrei Simion, Koustuv Dasgupta, Bing Xiang. 7133-7142 [doi]
• Multi-Agent LLM Framework for Formulaic Alpha Generation and Selection in Quantitative TradingQizhao Chen, Hiroaki Kawashima. 7143-7152 [doi]
• Enhancing Genetic Algorithms for Feature Selection with Language ModelsFrancisco Galuppo, Gianlucca L. Zuin, Guilherme Drummond, Denis Oliveira, Adriano Alonso Veloso. 7153-7162 [doi]
• MultiFinRAG: An Optimized Multimodal Retrieval-Augmented Generation Framework for Financial Question AnsweringChinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh. 7163-7172 [doi]
• SQuARE: Structured Query & Adaptive Retrieval Engine for Tabular FormatsChinmay Gondhalekar, Urjitkumar Patel, Fang-Chun Yeh. 7173-7180 [doi]
• SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM AdaptationBerkcan Kapusuzoglu, Supriyo Chakraborty, Renkun Ni, Stephen Rawls, Sambit Sahu. 7181-7185 [doi]
• Time Series and Econometric Modeling using Small Language ModelsKonstantinos Katharakis, Ana Paula Garcia, Joana Rio Maior, Sarah Sophie Nagel, Raghava Rao Mukkamala. 7186-7195 [doi]
• History Rhymes: Macro-Contextual Retrieval for Robust Financial ForecastingSarthak Khanna, Armin Berger, Muskaan Chopra, David Berghaus, Rafet Sifa. 7196-7203 [doi]
• ABL: An LLM-Based Agentic Framework for Applying Black-Litterman Portfolio OptimizationGiuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan. 7204-7212 [doi]
• ACVA: An Agentic LLM-Based Framework for CVA CalculationGiuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan. 7213-7220 [doi]
• Survey of Agents Methodologies in the Financial DomainMohammad Luqman, Himaanshu Gauba, Prabhat Kumar, Akshar Prabhu Desai, Ajay Yadav, Ritu Prajapati, Pranjul Yadav. 7221-7227 [doi]
• Inferring Latent Market Forces: Evaluating LLM Detection of Gamma Exposure Patterns via Obfuscation TestingChristopher Regan, Ying Xie. 7228-7237 [doi]
• Automatic Court View and Judgment Generation for Private Loan Cases Using LLMsKexin Wang, Quanzhi Li. 7238-7245 [doi]
• Automatic Labeling of Bank Transfer Categories Using a Hybrid Retrieval Augmented Generation ArchitectureHasan Ersan Yagci, Aygül Dikmen, Cansu Gürel, Ömer Burak Akgün, Ilgin Safak, Nailcan Kara, Özge Özcan Metinkaya, Arzucan Özgür. 7246-7252 [doi]
• Leveraging Synthetically Generated Data for Real Estate Document ClassificationTobias Deußer, Gregor Ramien, Nico Weber, Maximilian Meidinger, Max Hahnbück, Christian Bauckhage, Rafet Sifa. 7253-7257 [doi]
• Memory-Augmented Forecasting: Scalability and Generalization Across Temporal DomainsAditi Gautam, Manikandan Ravikiran, Fatma Sena Ekiz. 7258-7265 [doi]
• Minimizing Delays in Opportunity Charging for Electric Bus FleetsK. R. Sheetal Kumar, Akhash Vellandurai, Abhishek Kumar, Vinoth-Kumar, Kingshuk Banerjee. 7266-7270 [doi]
• Beyond MAE: Measuring Forecast Reliability with Temporal Dependence-Aware Error (TDE)Manikandan Ravikiran, Aditi Gautam, Alisha Chulani. 7271-7277 [doi]
• Prompted to Fly: Translating Free-Form Instructions into Schema-Constrained Mission Generation for UAVs Using LLMsAnkit Sharma, Manikandan Ravikiran, Sohom Chakrabarty, Rohit Saluja, Mrunmayee Limaye, Harshal Kolhe, Samiron. 7278-7286 [doi]
• Weighted Sum TimeMixerMax: Capturing Peak Dynamics in Multivariate Time Series ForecastingAkhash Vellandurai, Ankit Sharma, Vinoth-Kumar, Kingshuk Banerjee. 7287-7293 [doi]
• Improving Ev Customers Loyalty by Incentivizing ChargingRajat Verma, K. R. Sheetal Kumar, Vinoth-Kumar. 7294-7300 [doi]
• Relation-Stratified Sampling for Shapley Values Estimation in Relational DatabasesAmirhossein Alizad, Mostafa Milani. 7301-7310 [doi]
• Accelerating Graph Neural Network Inference in Heterogeneous Computing EnvironmentsYukun Cui, Feng Zhang 0007, Zheng Chen 0001, Wei Lu 0015, Tong Li 0014, Xinyi Zhang, Shuang Liu 0007, Yahui Sun 0001, Xiaoyong Du 0001. 7311-7320 [doi]
• Memory-Aware Query OptimizationHaopu Dong, Zirui Hu, Chenhao Lu, Siyang Weng, Qingsong Ruan, Rong Zhang. 7321-7329 [doi]
• Accurate and Low-Latency Secure BERT Inference Leveraging Homomorphic Encryption and Trusted Execution EnvironmentFutoshi Hashimoto, Takuya Suzuki, Shunta Sakai, Hayato Yamana. 7340-7346 [doi]
• Beyond Accuracy: An Empirical Study of Uncertainty Estimation in ImputationZarin Tahia Hossain, Mostafa Milani. 7347-7356 [doi]
• Evaluation of the Effectiveness of Automatically Generated Spot Descriptions Based on Walking Route Surrounding InformationAi Kawasaki, Da Li 0008, Panote Siriaraya, Yukiko Kawai, Shinsuke Nakajima. 7357-7364 [doi]
• Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT NetworksYoungjoon Lee, Jinu Gong, Joonhyuk Kang. 7365-7369 [doi]
• Survey of Generative Artificial Intelligence Powered Human-Data Interfaces in Big Data SystemsYuzhuo Gao, Abinas Roy, Vishal Chodnekar, Chetan Solur, Guanzhong Pan. 7370-7379 [doi]
• The Lightweight Optimization Techniques for Knobs Tuning of Database System Using Evolution StrategyJitai Li, Chuitian Rong, Yukun Cui, Tiegang Chen. 7370-7377 [doi]
• Emotion-Aware Music Recommendation System Based on Video Content and User MoodDa Li 0008, Sora Takayama, Tadahiko Kumamoto, Yukiko Kawai. 7378-7384 [doi]
• Robust Crowd Forecasting at Event Venues Using Microblog PostsHayate Masuda, Ryotaro Tsukada, Masashi Toyoda, Naoki Yoshinaga 0001. 7385-7394 [doi]
• Enterprise Data Science Platform: A Unified Architecture for Federated Data AccessRyoto Miyamoto, Akira Kasuga. 7395-7404 [doi]
• GAN-Based Anomaly Detection for Time-Series Data Considering Privacy ProtectionHitomi Mori, Chihiro Maru, Miyuki Nakano, Masato Oguchi. 7405-7414 [doi]
• Gamified Individual Brainstorming Support Using LLM-Based Unique ScoreRei Ohoka, Daisuke Kitayama. 7415-7423 [doi]
• Scalable Harmonization for Efficient Exploration of Heterogeneous Spatiotemporal DatasetsTyson O'Leary, Everett Lewark, Federico Larrieu, Nathan Orwick, Paige Hansen, Sangmi Lee Pallickara, Shrideep Pallickara. 7424-7434 [doi]
• Dual RAG: An Effective Graph-Based RAG Framework with Adaptively Integrating Knowledge Graphs and ChunksJiaming Tian, Zhenbo Fu, Hao Yuan, Qiange Wang, Chaoyi Chen, Minghe Yu 0001, Yanfeng Zhang 0001, Ge Yu 0001. 7435-7443 [doi]
• IVF++: A Flexible and Efficient Algorithm for Approximate Nearest Neighbor Search under Attribute ConstraintReon Uemura, Daichi Amagata. 7444-7451 [doi]
• A Data-Driven Method to Mining and Integrating Subjective Third-Party Fragrance Impressions from User Reviews Into Intelligent Database SystemsFumiya Yamaguchi, Mayuko Yokoyama, Asaka Cheng Lan, Da Li 0008, Mayumi Ueda, Shinsuke Nakajima. 7452-7460 [doi]
• Learning to Re-Rank Search Results with Latent User Expectations for AdsXinni Yang, Da Li 0008, Shinsuke Nakajima, Yukiko Kawai. 7461-7468 [doi]
• ReasonAlign: A Prompt-Based Framework for Zero-Shot Schema Alignment Across Data SourcesJiutao Zhou, Chenyu Zhang, Peirong Ma, Weiguang Qu, Masaru Kitsuregawa, Yanhui Gu. 7469-7476 [doi]
• Floorplan2Guide: LLM-Guided Floorplan Parsing for BLV Indoor NavigationAydin Ayanzadeh, Tim Oates 0001. 7477-7485 [doi]
• Knee Cartilage Segmentation Using Dual-Channels Graph Attention Network: Data from the Osteoarthritis InitiativeHong-Seng Gan, Hancang Mi, Shuxian Wu, Ozgur Tosun, Atakan Bayir, Özge Ertem. 7486-7492 [doi]
• Musically-Inspired Colored Pitch Features for Emotion and Speaker Recognition in SpeechXingfeng Li 0009, Jiahao Kang. 7493-7502 [doi]
• Attention Transfer Based Hybrid Knowledge Distillation for Multimodal Brain Tumor SegmentationHengjie Ma, Hong-Seng Gan, Hancang Mi, Pengjing Xu, Yang Liu, Weikai Li 0006. 7503-7510 [doi]
• A Framework for Enhancing Variety-SeekingBing Ni, Cheuk-Yin Cheung, Chi-Hung Ng. 7511-7520 [doi]
• Cloud Learning-by-Education Node Community (C-LENC) FrameworkNick Tzavidas, Anestis Kaimakamidis, Ioannis Pitas. 7521-7528 [doi]
• ArchMap: Arch-Flattening and Knowledge-Guided Vision Language Model for Tooth Counting and Structured Dental UnderstandingBohan Zhang, Yiyi Miao, Taoyu Wu, Tong Chen 0005, Ji-jiang, Zhuoxiao Li, Zhe Tang, Limin Yu, Jionglong Su. 7529-7538 [doi]
• StandUp: A Semi-RAG Retrieval Tool to Enhance Access to Housing Law in England and WalesJordan Edgecombe, Neil Phillips, Mahmoud Elbattah. 7549-7555 [doi]
• Leveraging Machine Learning and Large Language Models for Automated Image Clustering and Description in Legal DiscoveryQiang Mao, Fusheng Wei, Robert Neary, Charles Wang, Han Qin, Jianping Zhang 0003, Nathaniel Huber-Fliflet. 7556-7561 [doi]
• A Comparative Study of Retrieval Methods in Azure AI SearchQiang Mao, Han Qin, Robert Neary, Charles Wang, Fusheng Wei, Jianping Zhang 0003, Nathaniel Huber-Fliflet. 7562-7567 [doi]
• Cost-Efficient and Accurate Legal Contract Analysis Using Multi-Tier Large Language Models Under Cloud ComputingRan Qin. 7568-7577 [doi]
• An Analysis of Ethical Risks and Legal Issues in AI-Empowered Data Collection of Students' Learning ActivitiesChen Wu, Tongyue Xiong, SaiXing Shi, Qunxin Du, Binbin Ma. 7578-7583 [doi]
• Detecting Privileged Documents by Ranking Connected Network EntitiesJianping Zhang 0003, Han Qin, Nathaniel Huber-Fliflet. 7584-7589 [doi]
• Enhancing Soil Organic Carbon Mapping by Combining Remote Sensing and Farmer-Collected Data in a Machine Learning FrameworkAthanasios Askitopoulos, Dimitrios Bormpoudakis, Iason Tsardanidis, Ilias Tsoumas, Dimitra A. Loka, Christos Noulas, Paraskevi Gripari, Alexandros Tsitouras, Charalampos Kontoes. 7590-7595 [doi]
• Towards an Integrated AI Pipeline for Disease Diagnosis and Quality Assessment in Coffee ProductionGeeta Rani, Vijaypal Singh Dhaka, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano. 7596-7605 [doi]
• Performance Analysis of Open-Source LLMs for Visual Agricultural IntelligenceArijit Ghosh, Anindya Bijoy Das. 7606-7611 [doi]
• Comparative Analysis of Deep Learning Architectures for Data - Driven Phenotype PredictionSeunghan Lee, Jiho Choi, Sung-Woo Byun 0001. 7612-7616 [doi]
• Toward Cost-Efficient Metadata Curation in Agricultural Genomics with LLMsYi Liu, Matthew L. Spangler, Jennifer Clarke, Hongfeng Yu 00001. 7617-7626 [doi]
• A Data-Driven Framework for Temporal Monitoring of Xylella fastidiosa in Almond TreesLaura Teresa Martínez-Marquina, José Ramón Torres Martín, José Manuel Velarde Gestera, Juan Antonio Navas-Cortés, Miguel Román Écija, Mihaela I. Chidean, Inmaculada Mora-Jiménez. 7627-7635 [doi]
• A Diversity-Optimized Deep Ensemble Approach for Accurate Plant Leaf Disease DetectionSai Nath Chowdary Medikonduru, Hongpeng Jin, Yanzhao Wu 0001. 7636-7641 [doi]
• Early Detection of Harmful Algal Blooms using Machine LearningAnirban Acharya, Thilanka Munasinghe, Kevin Rose. 7642-7651 [doi]
• Past to Plan: LLM-Powered Personalized Travel via Mobility PatternsHasaan Ahmed, Huong Nguyen, Amirhossein Ghaffari, Ekaterina Gilman, Lauri Lovén. 7652-7661 [doi]
• Scalable Deep Learning for Greenland Ice Bed Topography PredictionHomayra Alam, Bayu Adhi Tama, Sikan Li, Mostafa Cham, Omar Faruque, Jianwu Wang 0001. 7662-7667 [doi]
• Explaining Pre-Trained Language Models in the Context of Higher EducationKevin Chovanec, John Fields, Praveen Madiraju. 7668-7676 [doi]
• Rule-Guided, Cost-Sensitive LLMs for Optimal Maternal Ambulance Dispatch Triage in Resource-Constrained SettingsTripti Garg, Durga Toshniwal, Manoranjan Parida. 7677-7686 [doi]
• PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement LearningHeng Hao, Wenjun Hu, Oxana Verkholyak, Davoud Ataee Tarzanagh, Baruch Gutow, Sima Didari, Masoud Faraki, Hankyu Moon, Seungjai Min. 7687-7696 [doi]
• Reflection: A Graph-Based Journaling System for Emotional Navigation Using Intelligent PathfindingManodhya Opallage, Quazi Abidur Rahman. 7697-7702 [doi]
• Green AI for Healthcare: Efficient ECG Biometrics Through Model CompressionDomenico Rossi, Alessia Auriemma Citarella, Fabiola De Marco, Genoveffa Tortora. 7703-7708 [doi]
• A Conversational Agent for Rare Eye Disease Knowledge Support in Local Italian Healthcare Contexts: The ELENA FrameworkTommaso Ruga, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano. 7709-7713 [doi]
• Evaluating the Few-Shot Performance of Large Language Models for Classifying Clinical Risk Factors in Mental Health TextSalim Sazzed, Rafe Sumnan Azade, Farhan Noor Dehan, Md Ehashan Rabbi Pial. 7714-7718 [doi]
• Feature Drift-Guided Adaptive ML Retraining: An MLOps Approach for Big Data AnalyticsMd Nahid Parves Shakil, Md. Saiful Islam 0003, Nasimul Noman, Marcella Papini. 7719-7727 [doi]
• AI-Driven Log Analysis: Advances and ChallengesYongheng Wang, Wensheng Gan, Philip S. Yu. 7728-7743 [doi]
• ApplicantAI: Transforming Resume Creation, Leveraging LLMs for Job ApplicationsDustin Yan, Melody Moh, Teng-Sheng Moh. 7738-7746 [doi]
• EEG Signal Analysis for Biometric Identification Using Machine LearningDalila Cherifi, Ghillasse Bentayeb, AbdelDjalil Saadsaoud, Larbi Boubchir. 7747-7753 [doi]
• Preserving BioMicroMetric Information in Deep Learning Based Cell Migration AnalysisAbdullah Mahmood, Timothé Bentaboulet, Sophie Féréol, Régis Fournier, Amine Naït-Ali. 7754-7760 [doi]
• An Accountability-Based Architectural Tactic for Agent Cooperation in LLM-Based Multi-Agent SystemsMarco Becattini, Roberto Verdecchia, Enrico Vicario. 7761-7769 [doi]
• Development and Evaluation of an Agentic RAG with Embedded LLM-as-a Judge for Heart Failure Management: A Pilot StudyBroderick Bellard, Xinyi Celine Liu, Raima Lohani, Shaina Raza, Pedro Elkind Velmovitsky, Quynh Pham, Shumit Saha. 7770-7774 [doi]
• Plan-Execute-Generate-Judge: A Self Verifying Multi Agent LLM Framework for Complex NoSQL QueryingAlex Kaplunovich. 7775-7784 [doi]
• A Large-Scale Study on the Development and Issues of Multi-Agent AI SystemsDaniel Liu, Krishna Upadhyay, Vinaik Chhetri, A. B. Siddique 0001, Umar Farooq 0002. 7785-7792 [doi]
• Towards Agentic Investigation of Security AlertsEven Eilertsen, Vasileios Mavroeidis, Gudmund Grov. 7793-7802 [doi]
• TabRefine: A Post-Processing Framework for Enhancing Synthetic Tabular Data in Network Intrusion Detection SystemsHaruto Ishii, Kunio Akashi, Yuji Sekiya. 7803-7813 [doi]
• MASCOT: Analyzing Malware Evolution Through a Well-Curated Source Code DatasetBojing Li, Duo Zhong, Dharani Nadendla, Gabriel Terceros, Prajna Bhandary, Raguvir S, Charles Nicholas. 7814-7824 [doi]
• PyPitfall: Dependency Chaos and Software Supply Chain Vulnerabilities in PythonJacob Mahon, Chenxi Hou, Zhihao Yao 0001. 7825-7834 [doi]
• PACE: Policy Adaptation for Cybersecurity Events Through Formal Verification of LLM-Generated Firewall PoliciesMahya Samdaliri, Zhihao Yao 0001. 7835-7844 [doi]
• Analyzing the Impact of Outliers in Malware ClusteringBharath Kumar Swargam, Prajna Bhandary, Charles Nicholas. 7845-7853 [doi]
• Sustaining Cyber Awareness: The Long-Term Impact of Continuous Phishing Training and Emotional TriggersRebeka Tóth, Richard A. Dubniczky, Olga Limonova, Norbert Tihanyi. 7854-7862 [doi]
• Decentralized Identification and Communitycorroborated for Multi-Agent Access Control and Trust ManagementZhixiong Chden, Tianyu Wang, Nianjun Zhou, Deming Chen. 7863-7872 [doi]
• A Distributed Multi-Agent Framework for Real-Time Privacy Monitoring and Compliance in Enterprise AI SystemsAditya Aggarwal, Nahid Farhady Ghalaty. 7873-7882 [doi]
• Adversarial Misdirection: Probing & Visualizing Cross-Modal Reasoning Vulnerabilities in Vision-Language ModelsTasmiah Tahsin Mayeesha, Pretom Roy Ovi, Sharad Sharma. 7899-7907 [doi]
• Safe, Untrusted, "Proof-Carrying" AI Agents: Toward the Agentic LakehouseJacopo Tagliabue, Ciro Greco. 7908-7912 [doi]
• Towards Explainable and Educational Phishing Detection: A Zero-Shot LLM ApproachLu Zhang, Yubao Wu. 7913-7922 [doi]
• From Reviewers' Lens: Understanding Bug Bounty Report Invalid Reasons with LLMsJiangrui Zheng, Yingming Zhou, Ali Abdullah Ahmad, Hanqing Yao, Xueqing Liu. 7923-7932 [doi]
• Domain-Specific Knowledge Graphs in RAG-Enhanced Healthcare LLMSSydney Anuyah, Mehedi Mahmud Kaushik, Hao Dai, Rakesh Shiradkar, Arjan Durresi, Sunandan Chakraborty. 7943-7952 [doi]
• Benchmarking LLMs for Pairwise Causal Discovery in Biomedical and Multi-Domain ContextsSydney Anuyah, Sneha Shajee-Mohan, Ankit Singh Chauhan, Sunandan Chakraborty. 7953-7962 [doi]
• EHR Can-Flow: Contrastively Aligned Normalizing Flows for Conditional EHR GenerationSubbareddy Batreddy, Giridhar Pamisetty, Priya Verma, Ch. Sobhan Babu. 7963-7970 [doi]
• Batch Classification of Text Data for Personal Health Experience Identification with LLM Batch PromptingKeyuan Jiang, Iram Azam, Gordon R. Bernard. 7971-7978 [doi]
• An Agentic LLM-Based Framework for Population-Scale Mental Health ScreeningGiuliano Lorenzoni, Paulo S. C. Alencar, Donald D. Cowan. 7979-7986 [doi]
• Contextual Prompt Enabler for Mental Health (CPEMH): An Agent-Based LLM Framework for Prompt Design, Evaluation, and Selection for Depression Screening from TranscriptsGiuliano Lorenzoni, Ivens Portugal, Paulo S. C. Alencar, Donald D. Cowan. 7987-7996 [doi]
• HiCARE-EHR: Hierarchical Conditional AutoRegressive Events for High-Fidelity EHRsGiridhar Pamisetty, Subbareddy Batreddy, Priya Verma, Ch. Sobhan Babu. 7997-8003 [doi]
• Extracting Latent Insights and Tagging Fall Injuries from Clinical Narratives Using Unsupervised LearningNaga V. S. M. Rayabharam, Mohammad Masudur Rahman 0004, Rahmanul Hoque, Sayed Mohsin Reza, Md Faisal Kabir 0001. 8004-8010 [doi]
• Voices of Care: Actor-Centric LLM-Assisted Analysis of Alzheimer's and Dementia Discourse on RedditUmme Kulsum Tumpa, Nazifa Tasnim Hia, Md Shahrar Fatemi, Md. Mahbubul Alam Joarder, Shebuti Rayana. 8011-8020 [doi]
• Multi-Planners in Plan-and-Solve Prompting for Medical ReasoningYucheng Wang, Alex Li, Jeremy Blum, Hien Nguyen. 8021-8029 [doi]
• StagRAG: Explaining Where RAG Systems Go Wrong in Medical ReasoningYucheng Wang, Md AlMahfuz Chowdhury, Mahmuda Akter Sristy, Md Faisal Kabir 0001. 8030-8039 [doi]
• Ontology for Newborn Screening: Towards a Knowledge Graph for Sickle Cell DiseaseKpangni Alex Jérémie Koua, Bara Diop, Mamadou Diop, Cheikh Talibouya Diop, Lamine Diop. 8040-8049 [doi]
• Informative Instances are More Important: Hardconstrained Data Generation for Augmenting Postoperative Pulmonary Complication PredictionQilin Li, Yaqiang Wang, Weiyi Zhang, Guo Chen, Tao Zhu, Xuechao Hao. 8050-8059 [doi]
• A Preoperative Data Sentenceization Method for Postoperative Major Adverse Cardiovascular Event PredictionYuelin Luo, Yaqiang Wang, Xiran Peng, Ruihao Zhou, Guo Chen, Xuechao Hao, Tao Zhu. 8060-8069 [doi]
• Dynamic Retrieval Strategy for Summarizing Doctor-Patient Dialogues with RAGYiwen Shi, Xiaohua Hu. 8070-8079 [doi]
• Hybrid Learning Paradigm for Automatic Electrocardiograph Heartbeat Anomaly DetectionAbdelhafid Zeroual, Amir Benzaoui, Larbi Boubchir. 8080-8085 [doi]
• Semantic Dual-Decomposition Unfolding Network for Multi-Modality Medical Image SegmentationJinjing Zhang, Pinle Qin, Jianchao Zeng 0001, Lijun Zhao 0002, Xiaoyu Feng. 8086-8095 [doi]
• Large Language Models for Bioinformatics: Applications and ChallengesWenxi Zhu, Wensheng Gan, Zhenlian Qi, Philip S. Yu. 8096-8105 [doi]
• Med-Align: Zero-Shot Histopathological Image Classification via Adaptive Multimodal Feature AlignmentXueyan Bai, Tao Jiang 0014, Lingling Yuan, Ruiheng Li, Jinkui Li, Kang Fu, Xiaoyan Li, Chen Li 0022. 8106-8115 [doi]
• KTD-Net: A Synergistic Diffusion Framework with Gated Knowledge-Transfer Transformer for Abdominal Multi-Organ Segmentation in CT ImagesKang Fu, Tao Jiang 0014, Lingling Yuan, Jinkui Li, Xueyan Bai, Ruiheng Li, Marcin Grzegorzek, Hongzan Sun, Chen Li 0022. 8116-8125 [doi]
• Met-Diff: A Diffusion Model-Based with Multi-Organ Segmentation in Abdominal CT of Metabolic Syndrome PatientsJinkui Li, Tao Jiang 0014, Kang Fu, Ruiheng Li, Xueyan Bai, Marcin Grzegorzek, Hongzan Sun, Chen Li 0022. 8126-8134 [doi]
• Biased Random Walks with multiple-particle for Mining vital Clique Structures in Higher-Order NetworksJinyang Lv, Zhenfu Chen, Liang Wei, Faxu Li. 8135-8143 [doi]
• Interpretable Infrared Target Detection via Multi-Scale Robust Principle Component AnalysisLijun Zhao, Zhanrong Zhao, Jinjing Zhang, Ruizhen Liu, Lin Li. 8144-8152 [doi]
• Towards Interpretable Suicide Risk Prediction: A Hybrid Approach with Feature Extraction and Sequential Binary ClassificationJeong-Eun Choi, Shiying Fan. 8153-8162 [doi]
• Time-Aware Ordinal Modelling of Sequential Text Data: A Two-Stage Architecture Combining Llm Classification and Lightweight Temporal ModelsJannic Alexander Cutura. 8163-8168 [doi]
• HierRisk: A Hierarchical Framework for Suicide Risk Prediction on Social MediaZhixiang Lu, Jionglong Su. 8169-8174 [doi]
• LADEN: A LLM-AideD ENsemble Model for Suicide Risk PredictionMiao Wang. 8175-8180 [doi]
• PoWER-M: Prediction of Writing-Based Emotional Risk with Mental-Adaptive Multi-Modal LearningLi-Fang Wang, Ping-Cheng Chuang, Man-Ho Li, Cheng-Te Li. 8181-8190 [doi]
• Hierarchical Dual-Head Model for Suicide Risk Assessment via MentalRoBERTaChang Yang, Ziyi Wang, Wangfeng Tan, Zhiting Tan, Changrui Ji, Zhiming Zhou. 8191-8199 [doi]
• Multi-Modal Sequential Prediction of Suicide Risk on Social Media via Feature Fusion and Ordinal ClassificationRui Zeng, Liyan Chen, Rui Zhang, Ye Li 0002. 8200-8207 [doi]
• From Equation to MatView: ACBP Compiles Categorical Boolean Policies into Verifiable Decision Spaces with Sub Second JoinsMuteb Hail S. Al Anazi. 8208-8212 [doi]
• Examining Moral Judgment in Aligned LLMsEda Atalay. 8216-8218 [doi]
• Optimizing Memory Allocation in Distributed Clusters with Predictive ModelingJonathan Bader, Edgar Blumenthal, Marten Eckardt, Justus Krebs, Joel Witzke, Xemena Wysokinska, Haci Ismail Aslan, Odej Kao. 8219-8221 [doi]
• Learning Process Energy Profiles from Node-Level Power DataJonathan Bader, Julius Irion, Jannis Kappel, Joel Witzke, Niklas Fomin, Diellza Sherifi, Odej Kao. 8222-8224 [doi]
• Med-CoT: Towards Proactive Clinical Agentic LLMGunnar Von Bergen, Jingyi Huang, Maria Kunigk-Bakalar, Liran Ma, Yang Zhang. 8225-8229 [doi]
• A Generative Syndrome Differentiation Method Based on Multi-Path Fusion of Multimodal TCM Clinical DataBangli Du, Yaqiang Wang, Ying Ye, Jiannong Wu, Shan Liu, Ze Chang, Yunling Zhang. 8230-8232 [doi]
• Towards Autonomic and Trustworthy Wheelchair-Drone Systems Through Run-Time Monitoring for Data-Driven Self-HealingFrancesco Flammini. 8233-8235 [doi]
• Investigating Folk Psychology in Legal TextAndrew Gargett, Lucette Gargett. 8236-8238 [doi]
• Structure-Aware Content Classification on Social Networks via Diffusion Graph Learning and LLMsCameron Hajaliloo, Cameron Scolari, Sophie Kadifa, Lanyu Shang, Junyuan Lin. 8239-8243 [doi]
• From Pixels to Profits: A Multimodal Analysis Showing Visual UGC Outperforms Traditional Metrics in Retail Performance ClassificationYubin Ham, Hyeonsu Seong, Sukbeom Chang, JooHee Oh. 8244-8246 [doi]
• Adaptive Sub-Question Generation for Visual Commonsense ReasoningMinju Hong. 8247-8249 [doi]
• Attention-based Multi-label Multi-class Classification for Multiplexed VPN Traffic IdentificationYing Hu, Guang Cheng, Deyu Zhao. 8250-8252 [doi]
• Analyzing Spatio-Temporal Graph Neural Networks to Predict Urban Flooding on Unstructured MeshJaegeun Jang, Young-Woo Kwon 0001. 8253-8255 [doi]
• Clustering-Based Network Analysis of International Scientific CollaborationHyewon Kim, Sungwha Hong. 8257-8258 [doi]
• Multi-Scale Dual-VAE with Extreme-Aware Optimization for Flood Early WarningDaeGwang Kim, Young-Woo Kwon 0001. 8260-8262 [doi]
• ASPEN: Authority-Based Sovereign Provenance-Enforced Network for RDF Catalog FederationSeong-Hwan Kim 0008, Siwoon Son, Heesun Won. 8263-8265 [doi]
• An Automatic Viewpoint Switching Method to Enhance Route Comprehension in Map SpacesMio Kodama, Saki Inoue, Yuanyuan Wang 0003, Yukiko Kawai, Kazutoshi Sumiya. 8266-8268 [doi]
• Analyzing SDG Relevance in Strategic AI Research Defined by Korea's National Agenda with an LLM-Augmented ClassifierTahoon Kwon, Jinny Seo, Eunsoo Sohn. 8269-8271 [doi]
• MP-RAG: Multi-Paraphrasing Enhanced Retrieval-Augmented GenerationJiae Lee, Seunghyun Yoon 0001, Hyuk Lim. 8272-8274 [doi]
• Signed-Only Execution for Third-Party Pre-Trained Models in AI PlatformsSunWoo Lee, Hyuk Lim, Seunghyun Yoon 0001. 8275-8277 [doi]
• A Probabilistic Multi-Scale Temporal Framework for Quality Assessment in the IoT Sensor NetworkSun-Hye Lee, Young-Woo Kwon 0001. 8278-8280 [doi]
• Revisiting the Impact of Domain Similarity on the Performance of Cross-Domain Few-Shot Activity RecognitionChangyi Li, Yu Xiao. 8281-8283 [doi]
• A Preliminary Study on Preoperative Data Sentenceization for Postoperative Major Adverse Cardiovascular Event PredictionYuelin Luo, Yaqiang Wang, Xiran Peng, Ruihao Zhou, Guo Chen, Xuechao Hao, Tao Zhu. 8284-8286 [doi]
• Data Driven Dengue Dynamics via Satellite DataRafi Magdon-Ismail, Thilanka Munasinghe, Jennifer C. Wei. 8287-8290 [doi]
• Durinn: Scaling Vibe Coding AuditingRyan Anthony Marinelli, Victor Strandmoe. 8291-8293 [doi]
• A Knowledge-Based System for Managing Hardware Dependency and Reproducibility in Quantum Machine Learning WorkflowsThilanka Munasinghe, Kimberly A. Cornell, James A. Hendler, George Berg, Jennifer C. Wei. 8294-8298 [doi]
• DeepBrainNet: An Optimized Deep Learning Model for Brain Tumor Detection in MRI Images Using EfficientNetB0 and ResNet50 with Transfer LearningDaniel Onah, Ravish Desai. 8300-8302 [doi]
• Ray Tracing-Enabled Realistic Data-Driven Site-Specific CSI PredictionRen Wei Ou, Ruisi Li. 8303-8305 [doi]
• Large Scale Integrated Simulation of Household Vehicle Fleet Composition with Geographically Explicit Synthetic PopulationNaomi Panjaitan, Ling Jin, Caitlin Brown, Tin Ho, Anna Spurlock, Thomas Wenzel, Alina Lazar, Qianmiao Chen, Andrew Bae. 8306-8308 [doi]
• SPECTRUM: A Unifying Mechanism for Specific Preference Tailored ResponsesHun Park. 8309-8311 [doi]
• Towards a Control and Optimization Intelligence for 6G Mobile NetworksSae Hyong Park, Seungjae Shin 0001, Sungtae Hong, Byungchan Kim, Taeyeon Kim. 8312-8314 [doi]
• Culturally Guided Query Rewriting for Korean Cultural InferenceJuhyeong Park. 8315-8317 [doi]
• Quantifying Multimodal Review Quality with LLMs in the Online MarketplaceJemin Park, Wonmo Kang, Ha Eun Jang, David Niewelt, JooHee Oh. 8318-8320 [doi]
• Big Data Network and Cluster Analysis of Cell and Gene Therapy (CGT) Policy DocumentsJinny Seo, Eunsoo Sohn, Taehoon Kwon. 8321-8323 [doi]
• Beyond Tabular Data: Interpretable Promotion Effectiveness with a Heterogeneous Graph Attention NetworkHyeonsu Seong, Yubin Ham, Sukbeom Chang, JooHee Oh. 8324-8326 [doi]
• NimbleLabs: Accelerating Healthcare AI Development Through Agentic AISoorya Ram Shimgekar, Abhay Goyal, Shayan Vassef, Koustuv Saha, Christian Poellabauer, Xavier Vautier, Pi Zonooz, Navin Kumar 0004. 8327-8329 [doi]
• The Knowledge Landscapes and Korea's Technological Competitiveness in Synthetic Biology Based on a Scientometric ApproachEunsoo Sohn, Jinny Seo, Taehoon Kwon. 8330-8332 [doi]
• Design and Implementation of a Distributed Data Pipeline Framework for Multi-Hub EnvironmentsSiwoon Son, Seong-Hwan Kim 0008, Heesun Won. 8333-8335 [doi]
• Wage Sentiment Indices Derived from Survey Comments via Large Language ModelsTaihei Sone. 8336-8340 [doi]
• Event-Driven Dynamic Traffic Trajectory Generation Framework Under Exceptional Traffic ScenariosHyewon Song, Chang Soo Kim, Moonyoung Chung. 8341-8343 [doi]
• A Trust Model in Data Flow on 5W1HTatsuya Teshima, Tadashi Kaji, Haruo Takeda. 8344-8347 [doi]
• A Practical Framework for Active and Accountable Clinical Data Governance in Multi-Organization ResearchSiyao Wang, Jianfeng Wang, Florian Guitton, Guanyu Tao, Chengliang Dai, Nguyen Truong 0001, Mark Kennedy, Kai Sun 0005. 8348-8351 [doi]
• Random Key Generation from Entropy-Constrained SRAM PUFs Using Fourier AnalysisJaewon Yang, Seungnam Han, Euiseok Hwang. 8352-8354 [doi]
• Physics-Guided Multimodal Neural Networks for Big Data - Driven Magnetic Component DesignJin Zhang 0018, Cong Yao, Wengen Li, Qiyou Xie, Qiuzhen Wan, Chunye Gong. 8355-8357 [doi]