Table of Contents

• GrMC: Towards Interpretable Classification Models That Are Also AccurateGuozhu Dong, Nicholas Skapura. 1-10 [doi]
• Substructure Discovery in Heterogeneous Multilayer NetworksKiran Bolaj, Abhishek Santra, Sharma Chakravarthy. 1-8 [doi]
• Efficient Low-Rank GNN Defense Against Structural AttacksAbdullah Alchihabi, Qing En, Yuhong Guo. 1-8 [doi]
• A Multi-Agent Collaborative Framework for Constructing Knowledge Graphs from TextGui Chen, Xianhui Liu. 9-16 [doi]
• GLAD: Content-Aware Dynamic Graphs For Log Anomaly DetectionYufei Li, Yanchi Liu, Haoyu Wang, Zhengzhang Chen, Wei Cheng 0002, Yuncong Chen, Wenchao Yu, Haifeng Chen, Cong Liu 0005. 9-18 [doi]
• Rail Transit Event Extraction based on the Fusion of Semantic and Local Dependency FeaturesQiang Chen, Haining Meng, Yihao Bao, Mingsong Yang, Xinyu Tong, Qin Zhao, Muhammad Bilal Khan, Xinhong Hei 0001. 17-24 [doi]
• Generation of New Bilingual Dictionaries Through Inference Techniques Supported by a Graph Oriented Database Management SystemJoão Pedro Quadrado, Carlos Roberto Valêncio, Adriane Orenha Ottaiano, Geraldo Francisco Donegá Zafalon, Luís Marcello Moraes Silva, Angelo Cesar Colombini. 19-26 [doi]
• Generalized Learning of Coefficients in Spectral Graph Convolutional NetworksMustafa Coskun, Ananth Grama, Mehmet Koyutürk. 25-32 [doi]
• GAFM: Learning the Weights of Feature Interaction via Graph Attentional Factorization MachineBin Yang, Liusiyuan Sun, Ying Xing, Jiawei Zhou, Chen Cheng. 27-34 [doi]
• Information Extraction in Low-Resource Scenarios: Survey and PerspectiveShumin Deng, Yubo Ma, Ningyu Zhang 0001, Yixin Cao 0002, Bryan Hooi. 33-49 [doi]
• Context-Aware Session-Based Recommendation with Graph Neural NetworksZhihui Zhang, Jianxiang Yu, Xiang Li. 35-44 [doi]
• Revolutionizing Staffing and Recruiting with Contextual Knowledge Graphs and QNLP: An End-to-End Quantum Training ParadigmSenthilkumar Vijayakumar, Filious Louis. 45-51 [doi]
• Feature Enhancement for Multi-modal Entity Alignment TransformerZewen Deng, Zan Zhang, Bingbing Dong, Xiulin Zheng, Xindong Wu 0001. 50-57 [doi]
• A Study Case of Automatic Archival Research and Compilation using Large Language ModelsDongsheng Guo, Aizhen Yue, Fanggang Ning, Dengrong Huang, Bingxin Chang, Qiang Duan, Lianchao Zhang, Zhaoliang Chen, Zheng Zhang, Enhao Zhan, Qilai Zhang, Kai Jiang, Rui Li, Shaoxiang Zhao, Zizhong Wei. 52-59 [doi]
• Trajectory Boosted Transformer Model and KG/LLM based μ-Genre for PV Offer/Content Type ArbitrationVenkataramana Kini, Ravi Divvela, Unmesh Phadke, Narayanan Sadagopan, Fei Wang, Zhen Wen. 58-66 [doi]
• ASAGeR: Automated Short Answer Grading Regressor via Sentence SimplificationMohammad Iqbal, Rosita Laili Udhiah, Tsamarah Rana Nugraha, Hsing-Kuo Pao. 60-68 [doi]
• Content-based Art Recommendation Using Multimodal Graph Neural NetworksHaimonti Dutta, Anushka Tiwari. 67-74 [doi]
• ASRDataset: A Multi-granularity Shuffle System for Preparing Large-scale ASR Training DataFei Jie, Haijun Zhang, Jinxiang Wang, Zhenhua Yu. 69-76 [doi]
• Axolotl: Fairness through Assisted Prompt Rewriting of Large Language Model OutputsSana Ebrahimi, Kaiwen Chen, Abolfazl Asudeh, Gautam Das 0001, Nick Koudas. 75-84 [doi]
• BigFive: A Chinese Textual Dataset Supporting Psychology Knowledge Graph ConstructionQingren Wang, Ao Liu, Kang Yan, Juan Hou, Wei Li. 77-83 [doi]
• Chinese Medical Named Entity Recognition based on Expert Knowledge and Fine-tuning BertBofeng Zhang, Xiuhong Yao, Haiyan Li, Mirensha Aini. 84-90 [doi]
• A Unified Knowledge-Distillation and Semi-Supervised Learning Framework to Improve Industrial Ads Delivery SystemsHamid Eghbalzadeh, Yang Wang, Rui Li, Yuji Mo, Qin Ding, Jiaxiang Fu, Liang Dai, Shuo Gu, Nima Noorshams, Sem Park, Bo Long, Xue Feng. 85-92 [doi]
• Deep Fusion Multi-View Hashing for Multimedia RetrievalJian Zhu, Mingkai Sheng, Mingda Ke, Wen Cheng, Liying Zhang, Lingfang Zeng. 91-99 [doi]
• Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads RankingIlqar Ramazanli, Hamid Eghbalzadeh, Xiaoyi Liu, Yang Wang, Kaushik Rangadurai, Sem Park, Bo Long, Xue Feng. 93-101 [doi]
• Predicting ICU Pressure Injuries with Historical Data: A Multivariate Time Series ApproachLintai Cui, Liuqi Jin. 100-107 [doi]
• Refining Guideline Knowledge for Agent Planning Using TextgradRunnan Fang, Shuofei Qiao, Zekun Xi. 102-103 [doi]
• SLMP: A Scientific Literature Management Platform Based on Large Language ModelsMenghao Guo, Jinling Jiang, Fan Wu, Shanxin Sun, Chen Zhang, Wenhui Li, Zeyi Sun 0001, Guangyong Chen, Xindong Wu 0001. 104-109 [doi]
• NeuroANATOP: An Effective Tool to Assess the Progression of Alzheimer's Disease in Human Brain NetworksAnjan Chowdhury, Swarup Chattopadhyay, Kuntal Ghosh, Gautam Das. 108-116 [doi]
• Leave-One-Out-, Bootstrap- and Cross-Conformal Anomaly DetectorsOliver Hennhöfer, Christine Preisach. 110-119 [doi]
• SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time SeriesChang George Dong, Liangwei Nathan Zheng, Weitong Chen, Wei Emma Zhang, Lin Yue. 117-125 [doi]
• Emotional RAG: Enhancing Role-Playing Agents through Emotional RetrievalLe Huang, Hengzhi Lan, Zijun Sun, Chuan Shi 0001, Ting Bai. 120-127 [doi]
• Incremental Integration of Fragmented Knowledge Via the Edition Protocol of a Shared Knowledge BasePhilippe A. Martin. 126-133 [doi]
• Constructing the Simple Timeseries Event ModelSimon Schramm. 134-141 [doi]
• Pre-trained Model Enhanced Contrastive Knowledge Graph CompletionLin Wang, Yuan Wang, Wuying Liu. 136-141 [doi]
• Reasoning on Efficient Knowledge Paths: Knowledge Graph Guides Large Language Model for Domain Question AnsweringBoran Jiang, Yuqi Wang, Yi Luo, Dawei He, Peng Cheng, Liangcai Gao. 142-149 [doi]
• EMoDi: Entity-Enhanced Momentum-Difference Contrastive Learning for Semantic-Aware Verification of Scientific InformationZe Yang, Yimeng Sun, Takao Nakaguchi, Masaharu Imai. 142-151 [doi]
• Towards an Improved Metric for Evaluating Disentangled RepresentationsSahib Julka, Yashu Wang, Michael Granitzer. 150-158 [doi]
• Postprocessing Ensemble Forecasts with Generative Adversarial Networks for Daily PrecipitationHuidong Jin, Yaozhong Liu, Quanxi Shao, Ming Li. 152-159 [doi]
• Breaking Down SEO Complexity: Bridging PCA and Bayesian-Optimized t-SNEAmin Karami, Setinaz Foroudi Ghasemabadi, Mohammad Hossein Amirhosseini. 159-166 [doi]
• Client-Edge-Cloud Hierarchical Federated Learning Based on Generative Adversarial NetworksDawei Li, Ying Guo, Di Liu, Yangkun Ren, Ruinan Hu, Zhenyu Guan. 160-167 [doi]
• GTFormer: A Geospatial Temporal Transformer for Crowd Flow PredictionSohei Kodama, Shin Ando. 167-176 [doi]
• Beyond the Simplex: Hadamard-Infused Deep Sparse Representations for Enhanced Similarity MeasuresXiangyu Li, Umberto Gherardi, Armand Ovanessians, Hua Wang. 168-175 [doi]
• Distance Maximization and Defences on Deep Hashing Based Image RetrievalJunda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang 0011, Dinusha Vatsalan, Mohamed Ali Kâafar. 176-183 [doi]
• Beyond Ontology in Dialogue State Tracking for Goal-Oriented ChatbotSejin Lee, Dongha Kim, Min Song. 177-185 [doi]
• Decomposition and Combination-based Classifier Chains for Semi-Supervised Multi-Dimensional ClassificationZelin Xu, Peipei Li. 184-191 [doi]
• Estimation Winter Wheat Crop Yield through Multi-Modal Analysis using Satellite Imagery and Meteorological DataYunan Li, Sahraoui Dhelim, Mohand Tahar Kechadi. 186-193 [doi]
• Multi-Label classification with Missing Labels by Preserving Feature-Label Space ConsistencyZan Zhang, Depeng Zhang, Gongqing Wu. 192-199 [doi]
• Language Modeling for Sentence Level Assessment: A Case Study of First-Year English CompositionRishabh Lingam, Sipai Klein, Wendy W. Hinshaw, Xingquan Zhu 0001. 194-201 [doi]
• Enhancing Network Alignment through Multi-Scale Information FusionZhihao Chen, Pengfei Jiao, YingHui Wang, Huijun Tang, Jilin Zhang. 200-208 [doi]
• GAM-GCN: Decomposing Graph Convolutional Networks via Generalized Additive ModelsChen Liu, Lequan Yu, Kai Han, Guosheng Yin. 202-210 [doi]
• Instance-Level Neural Feature Selection Based on Disentanglement EnhancementZihao Liu, Jun Pan, Hao Wang 0008, Kui Yu. 211-218 [doi]
• Temporal Gate-Attention Network for Meta-path based Explainable RecommendationLixi Gou, Renjie Zhou, Jian Wan, Jilin Zhang, Yue Yao, Chang Yang. 219-226 [doi]
• Generating Multiple Choice Questions from Scientific Literature via Large Language ModelsShunyang Luo, Yuqi Tang, Mingyuan Jiang, Kehua Feng, Qiang Zhang 0026, Keyan Ding. 219-226 [doi]
• An Empirical Study of Named Entity Recognition for Electronic Health RecordsNichapha Manoonwong, Anca O. Muresan, Anudeep Reddy Raavi, Xingquan Zhu 0001. 227-234 [doi]
• Accident analysis for Port Terminals using Heterogeneous XAI-informed Machine Learning ApproachHyeonseo Kim, Nuri Park, Juneyoung Park, Ling Wang. 227-234 [doi]
• Out-of-Distribution Detection with Prototype SimilarityOzan Özgür, Inci M. Baytas. 235-243 [doi]
• Inductive Logic Programming for Explainable Graph ClusteringSimon Schramm, Ute Schmid. 235-242 [doi]
• Non-Autoregressive Speech Synthesis by Fusion of CoordConv and Sound QualityWei Zhao, Zhiyuan Guo, Fei Xie. 243-248 [doi]
• Spectral Asteroid Classification Using Wavelet Transform and Auxillary Data to Identify Optimal Mining Targets with Convolutional Neural NetworksNayan Patel. 244-249 [doi]
• Investigations on Scientific Literature Meta Information Extraction Using Large Language ModelsMenghao Guo, Fan Wu, Jinling Jiang, Xiaoran Yan, Guangyong Chen, Wenhui Li, Yunhong Zhao, Zeyi Sun. 249-254 [doi]
• A Comprehensive Analysis of Data Imbalance in Deep Learning-Based Cognitive DiagnosisXinzi Peng, Ting Zhang, Yiyang Zhao, Jinzheng Liu, Xinguo Yu. 250-257 [doi]
• Meta Learning for Low-Data Prediction of Cancer-Specific Synthetic Lethality as Drug TargetsXin Liu, Siyu Tao, Jie Zheng. 255-262 [doi]
• Benchmarking Large Language Models for Image Classification of Marine MammalsYijiashun Qi, Shuzhang Cai, Zunduo Zhao, Jiaming Li, YanBin Lin, Zhiqiang Wang. 258-265 [doi]
• GAResNet: A Transfer Learning based Framework for Android Malware DetectionRui Shen, Hui-Juan Zhu, Chang Li, Hua-hui Wei. 263-268 [doi]
• HEGformer: Representation Learning on Heterogeneous Graph Neural Network with Efficient TransformerTianzuo Qin, Junwei Su, Chuan Wu 0001. 266-273 [doi]
• Layer Sparse Transformer for Speech RecognitionPeng Wang, ZhiyuanGuo, Fei Xie. 269-273 [doi]
• Online Multi-Label Classification with Scalable Margin Robust to Missing LabelsYizhang Zou, Xuegang Hu, Pei-Pei Li 0001. 274-281 [doi]
• Improve Graph Convolutional Network Performance via Incorporating Message FilterDehong Qiu, Kangle Cai, Shiyu Lei, Xiang Wu. 274-282 [doi]
• DENOASR: Debiasing ASRs through Selective DenoisingAnand Kumar Rai, Siddharth D. Jaiswal, Shubham Prakash, Bendi Pragnya Sree, Animesh Mukherjee 0001. 283-290 [doi]
• Studying the Impact of Infrastructure on Cyclist Route Selection: Real-world Data MiningMerlin Raud, Amnir Hadachi, Rajesh Sharma, Flavio Bertini 0001. 291-300 [doi]
• GAIS: A Novel Approach to Instance Selection with Graph Attention NetworksZahiriddin Rustamov, Ayham Zaitouny, Rafat Damseh, Nazar Zaki. 309-316 [doi]
• GAT-RWOS: Graph Attention-Guided Random Walk Oversampling for Imbalanced Data ClassificationZahiriddin Rustamov, Abderrahmane Lakas, Nazar Zaki. 317-324 [doi]
• Physics-Informed Machine Learning for Sea Ice Thickness PredictionAkila Sampath, Omar Faruque, Azim Khan, Vandana P. Janeja, Jianwu Wang 0001. 325-333 [doi]
• Matrix Profile XXXI: Motif Discovery Made FasterMaryam Shahcheraghi, Chin-Chia Michael Yeh, Yan Zheng 0001, Junpeng Wang 0001, Zhongfang Zhuang, Liang Wang 0047, Mahashweta Das, Eamonn J. Keogh. 334-341 [doi]
• SIRSYN: Improved Synthetic Sampling for Imbalanced Data Using SIRAkiyoshi Sutou, Jinfang Wang. 342-351 [doi]
• Enhanced Private Decision Trees using Secure Multiparty Computation and Differential PrivacyArisa Tajima, Wei Jiang, Virendra J. Marathe, Hamid Mozaffari. 352-359 [doi]
• OrbitSI: An Orbit-based Algorithm for the Subgraph Isomorphism Search ProblemSyed Ibtisam Tauhidi, Arindam Karmakar, Son Thai Mai, Hans Vandierendonck. 360-369 [doi]
• Constraining Anomaly Detection with Anomaly-Free RegionsMaximilian Toller, Hussain Hussain, Roman Kern, Bernhard C. Geiger. 370-377 [doi]
• A Quantum Tensor Network-Based Viewpoint for Modeling and Analysis of Time Series DataPragatheeswaran Vipulananthan, Kamal Premaratne, Dilip Sarkar, Manohar N. Murthi. 378-387 [doi]
• Learning with Label Proportions Based on Adaptive Confidence and Instance SimilarityJiale Wan, Jing Chai. 388-395 [doi]
• LG-FAL: Locality-customized GSA Federated Active LearningShuwen Wang, Xingquan Zhu 0001. 396-403 [doi]
• Heterogeneous Graph Neural Network based on Bandit Sampling for Attribute CompletionTa-Yang Wang, Rajgopal Kannan, Viktor K. Prasanna. 404-411 [doi]
• A Novel Transformer-based Two Stage Framework for Multi-Label Image ClassificationZhi-Jie Wang 0009, Naikang Zhong, Xiao Lin. 412-419 [doi]
• MedIE-Instruct: A Comprehensive Instruction Dataset for Medical Information ExtractionZhuoyi Xiang, Xinda Wang 0005, Xiaodong Yan, Deng Zhao, Keyan Ding, Qiang Zhang 0026. 420-427 [doi]
• Collaborating LLMs and PLMs for Medical TasksGaofeng Xu, Yuan Meng, Runzhe Wang, Guilin Qi. 428-431 [doi]
• Large Language Model and Knowledge Graph Entangled Logical ReasoningZezhong Xu, Juan Li, Wen Zhang. 432-439 [doi]
• Language-agnostic Zero-shot Entity Linking via Entity Prototype NetworkHaihong Yang, Ming Qin, Qiang Zhang, Renjun Xu. 440-447 [doi]
• SS08: Development and application of knowledge graphs and large language models technologyYuting Yang, Minghao Wang, Jiexin Hu, Tao Yin, Chao Gao, Xiaohe Li. 448-454 [doi]
• Constrained Recurrent Bayesian Forecasting for Crack PropagationSara Yasmine Ouerk, Olivier Vo Van, Mouadh Yagoubi. 455-462 [doi]
• SS08: Research on the Construction of Ship Product Standard Knowledge Graph and ApplicationTao Yin, Jiabin Chen, Xin Zhao, Jingyao Wang, Chao Gao, Yuting Yang. 463-469 [doi]
• Is Large Language Model Good at Triple Set Prediction? An Empirical StudyYuan Yuan, Yajing Xu, Wen Zhang. 470-476 [doi]
• Enhancing Risk Assessment in Transformers with Loss-at-Risk FunctionsJinghan Zhang 0002, Henry Xie, Xinhao Zhang 0001, Kunpeng Liu 0001. 477-484 [doi]
• Exploring Knowledge from Knowledge Graphs and Large Language Models for Link PredictionLi Zhang, Wen Wang, Zixin Jiang, Zhichun Wang. 485-491 [doi]
• Knowledge Graph Reasoning with Logics and Embeddings: Survey and PerspectiveWen Zhang 0015, Jiaoyan Chen 0001, Juan Li 0010, Zezhong Xu, Jeff Z. Pan, Huajun Chen. 492-499 [doi]
• Dynamic Weight Adjusting Deep Q-Networks for Real-Time Environmental AdaptationXinhao Zhang 0001, Jinghan Zhang 0002, Wujun Si, Kunpeng Liu 0001. 500-507 [doi]