Table of Contents

• GPT-FT: An Efficient Automated Feature Transformation Using GPT for Sequence Reconstruction and Performance EnhancementYang Gao 0001, Dongjie Wang, Scott Piersall, Ye Zhang, Liqiang Wang. 3-19 [doi]
• CPT: Competence-Progressive Training Strategy for Few-Shot Node ClassificationQilong Yan, Yufeng Zhang, Jinghao Zhang, Jingpu Duan, Jian Yin 0001. 20-35 [doi]
• A Multi-level Debiasing Recommendation Framework Based on Causal DisentanglementSifeng Wang, Junhang Yang, Zhaoan Dong, Jing Xiong, Wanli Huang, Chao Yan. 36-50 [doi]
• MSKGEN: A Multi-Stage Knowledge Graph Embedding Network for Traffic Accident Severity PredictionXin Zhang, Lili Pei, Jun Hao, Yansong Wang, Yuzhan Gao. 51-65 [doi]
• Direction-Aware Attentive Hypergraph Learning for Knowledge Graph CompletionHaojie Nie, Xiangguo Zhao, Xin Bi 0001, Xin Yao 0007, Yongjiao Sun, Zhixin Lv. 66-80 [doi]
• Global-Memory and Local-Representation Based Framework for Streaming Anomaly DetectionYuejun Zhao, Jiaxuan Xu, Xinye Wang, Chengxin He, Shangyong Luo, Rui Lin, Lei Duan. 81-96 [doi]
• MAGMNet: Multi-scale Adaptive Graph-Based Time Series Anomaly Detection with MambaLuhang Wang, Jing Li, Jinmeng Ye, Jiaqi Zhang, Guanyu Cao. 97-111 [doi]
• IAMIM: Interference-Aware Multi-interest Modeling for Sequential RecommendationMengyi Zhu, Wei Chen, Xiaofang Zhang, Li Zhang, Lei Zhao. 112-126 [doi]
• Up to Down: An Enhanced Approach for Improving GNN-Based Graph Anomaly DetectionShuhao Wang, Xiaofeng He, Feng Zhu, Jilun Li, Linhai Guo. 127-141 [doi]
• GRU-PFG: Extract Inter-stock Correlation from Stock Factors with Graph Neural NetworkYonggai Zhuang, Haoran Chen, Kequan Wang, Teng Fei. 142-156 [doi]
• IPFP: A Multivariate Time Series Forecasting Model with Individuality Prioritization and Fusion PostponementJianfu Li, Liangqiang Zhao, Sihua Gao. 157-172 [doi]
• A Dual-Stage Framework Integrating LLM Summarization and Knowledge Graph Embeddings for Health Misinformation DetectionZhiteng Song, Tongxuan Zhang, Liyang Zhang, Guiyun Zhang. 175-190 [doi]
• ProFi-Net: Prototype-Based Feature Attention with Curriculum Augmentation for WiFi-Based Gesture RecognitionZhe Cui, Shuxian Zhang, Kangzhi Lou, Le-Nam Tran. 191-204 [doi]
• Multi-scale Long-Range Attention Perception and High-Frequency Boundary Guided for Camouflage Object DetectionQiudong Yang, Dechang Pi. 205-219 [doi]
• Pioneer: A Method for Enhancing GPU Utilization in Workloads Through Potential-Aware PrioritizationQing Guo, Wei Zhao, Yuan Xie, Tingting Zhao. 220-238 [doi]
• Propensity Scoring for Multi-Instance Partial-Label LearningHanjie Luo, Yu-Xuan Zhang, Zhengchun Zhou, Weisha Liu, Ming Li. 239-255 [doi]
• Decision Support System for Stock Trading Based on Priority Box Experience Replay via Deep Q-NetworkYuxiao Yan, Changsheng Zhang 0001, Bin Zhang 0001. 256-270 [doi]
• Path-Based Interesting Mining for Multimedia RecommendationRuoxi Li, Guangtai Zhao, Meng Jian, Lifang Wu. 271-286 [doi]
• Multi-level Disentangled Contrastive Collaborative FilteringYuanyuan Jin, Jiku Zhao, Junqi Qian, Shuo He 0002, Yafei Li, Mingliang Xu 0001. 287-305 [doi]
• Wavelet-Enhanced Edge-Attention Multi-graph Network: A Feature-Focused Approach for Anti-money Laundering DetectionYujin Wang, Xiaofeng He, Feng Zhu, Jilun Li, Linhai Guo. 306-321 [doi]
• TCM-R1: Enhancing the Traditional Chinese Medicine Capabilities of Large Language Models Through Group Relative Policy OptimizationWeiwei He, Song Yu, Li Li, Shiyi Lin, Qi Zhang. 322-337 [doi]
• Local Feature Saliency Enhancement for Scene Graph GenerationYuanlong Wang, Zhiwei Wu, Hu Zhang. 338-353 [doi]
• Enhancing Knowledge Tracing by Exploring the Difficulty-Ability Interaction EffectYao Li, Li Li. 357-371 [doi]
• RCGRL: Reinforcement-Optimized Contrastive Graph Representation Learning for Social RecommendationJinqian Zhang, Xing Xing, Zhichun Jia, Mindong Xin, Mingze Li, Jiatong Li. 372-386 [doi]
• SynTSE: A Syntax-Aware Generative Method for Topic-Stance ExtractionJintao Wen, Yongqi Li 0002, Shen Zhou, Ming Zhong 0002, Yuanyuan Zhu 0001, Tieyun Qian. 387-402 [doi]
• Aggregation Enhanced Momentum Contrastive Learning for Unsupervised Cross-Modal HashingBo Lu 0005, Tianbao Zhao, Guiyuan Liang, Xueyan Ding, Cunrui Wang, Ye Yuan 0001. 403-418 [doi]
• Comparative Analysis Vision of Worldwide AI CoursesJianing Xia, Amanda Li, Jingxian Cheng. 419-434 [doi]
• DP-SAAM: Dynamic Proxy Nodes and Structure-Aware Adaptive Matching for Document-Level Event ExtractionGuoliang Zhao, Shi Li, Meng Xu. 435-449 [doi]
• Rules-Guided Retrieval-Augmented Generation for Temporal Knowledge Graph ReasoningKaijia Xu, Lin Liu, Hailong Wang, Ruixin Shi, Tianyuan Niu, Anqi Ren. 450-465 [doi]
• A Retrieval-Enhanced Click Model for Web SearchYao Li, Jianghao Lin, Weiwen Liu, Weinan Zhang 0001. 466-481 [doi]
• Interactive Visual Cue Refinement for Multi-modal Named Entity RecognitionYu Bai 0002, Lianji Wang, Xiang Liu, Guiping Zhang. 482-495 [doi]
• Prior Knowledge Augmentation for Reinforcement Learning-Based Knowledge Graph ReasoningYiyang Weng, Tong Li 0001, Zifang Tang, Junrui Liu, Zhen Yang 0004. 496-511 [doi]
• SemReFixNet: A Table Structure Recognition Method Integrating Semantic and Spatial InformationYu Feng, Fang Du, Jiakun Li, Zhixu Li, Hui Wang 0170, Min Jiao. 512-527 [doi]
• Synergistic Knowledge Integration for Answering Complex Questions with Multiple SourcesMinhao Zhang, Yanzeng Li, Yongliang Ma, Ruoyu Zhang 0003, Lei Zou 0001, Ming Zhou. 531-548 [doi]
• Maximal Triangle-Connected D-Truss Community Search in Dynamic Directed GraphsChuanyu Zong, Cunzhi Han, Rundong Fan, Lei Zhang, Tao Qiu, Rui Zhu 0003, Anzhen Zhang. 549-564 [doi]
• Online Many-to-One Task Assignment with Enhanced HST over Time-Dependent Road NetworksDi Chen, Ye Yuan 0001, Guoren Wang. 565-580 [doi]
• Graph-Level Anomaly Detection with Dynamic Hetero-Adaptive Graph Neural NetworkYuan Li 0008, Lukai Wang, Wei Song 0004, Guoli Yang, Yuhai Zhao. 581-598 [doi]
• CSGD: Commonsense Knowledge Graph Completion via Graph Densification and Subgraph ReasoningYufeng Wang, Jun Ma, Jianfeng Qu, Yu Liu 0053, Yanmei Kang. 599-614 [doi]
• Complex Relationship Modeling Based Method for Aspect Sentiment Triplet ExtractionYining Rao. 615-630 [doi]
• Speeding up FaSTest: Parallel Cardinality Estimation of Subgraph MatchingMaoyin Ran, Xinyi Fu, Zhaokang Wang. 631-647 [doi]
• MVSGAE: Multi-head Variational Signed Graph Auto-EncoderYonghe Gu, Xueyan Liu 0001, Zhuoran Duan, Anchen Li, Riting Xia, Bo Yang 0002. 648-666 [doi]
• SeqMTG: Sequential Multi-token Enhanced Temporal Graph Link PredictionHaoDan Ran, Yang Fang 0001, Yang Sun, Jiuyang Tang, Weiming Zhang 0003. 667-683 [doi]
• Query-Centered Fairness-Aware Maximum Clique Search in Dynamic Attributed GraphsJingwen Chen, Jianuo Xu, Xinrui Wang 0001, Hong Gao 0001, Dongxiao Yu. 684-699 [doi]
• Reinforcement Learning-Enhanced Adaptive Buffer Replacement for Modern DatabasesSen Zhang, Kaiqi Wu, Zitong Chen, Yubao Liu. 703-716 [doi]