Table of Contents

• Variational Kernel Density Estimation Recommendation Algorithm for Users with Diverse Activity LevelsWei Liu 0061, Shangsong Liang, Huaijie Zhu, Leong Hou U, Jianxing Yu, Xiang Li 0067, Jian Yin 0001. 3-18 [doi]
• Accelerating Training of Large Neural Models by Gradient-Based Growth LearningHaowei Jiang, Jianxing Yu, Libin Zheng, Huaijie Zhu, Wei Liu 0061, Jian Yin 0001. 19-34 [doi]
• Characterizing the Influence of Topology on Graph Learning TasksKailong Wu, Yule Xie, Jiaxin Ding, Yuxiang Ren, Luoyi Fu, Xinbing Wang, Chenghu Zhou. 35-50 [doi]
• Distributed Temporal Graph Neural Network Learning over Large-Scale Dynamic GraphsZiquan Fang, Qichen Sun, Qilong Wang, Lu Chen 0001, Yunjun Gao. 51-66 [doi]
• Score Network with Adaptive Augmentation Aggregator for Multivariate Time Series Representation Contrastive LearningGuichun Zhou, Yijiang Chen, Xiangdong Zhou. 67-82 [doi]
• Reusing Keywords for Fine-grained Representations and MatchingsLi Chong, Denghao Ma, Yueguo Chen, Xueqiang Lv. 83-98 [doi]
• Modeling Learning Transfer Effects in Knowledge Tracing: A Dynamic and Bidirectional PerspectiveWeizhe Huang, Shuanghong Shen, Zhenya Huang, Qi Liu 0003, Junyu Lu, Yu Su 0002. 99-114 [doi]
• Acceleration-Guided Diffusion Model for Multivariate Time Series ImputationXinyu Yang, Yu Sun 0027, Shaoxu Song, Xiaojie Yuan, Xinyang Chen. 115-130 [doi]
• Multi-Interest Granularity Guided Semi-Joint Learning for N-Successive POI RecommendationFuqiang Yu, Fenghua Tong, Dawei Zhao 0001, Lijuan Xu 0001, Ning Liu. 131-146 [doi]
• PT-Tuning: Bridging the Gap between Time Series Masked Reconstruction and Forecasting via Prompt Token TuningHao Liu, Jinrui Gan, Xiaoxuan Fan, Yi Zhang, Chuanxian Luo, Jing Zhang, Guangxin Jiang, Yucheng Qian, Changwei Zhao, Huan Ma, Zhenyu Guo. 147-162 [doi]
• Beyond Users: Denoising Behavior-based Contrastive Learning for Disentangled Cross-Domain RecommendationLele Sun, Jing Liu 0002, Shenyuan Zhang, Weizhi Nie, Anan Liu, Yuting Su 0001. 163-178 [doi]
• Speal: Achieving a More Accurate Model with Less Training Data in Performance Evaluation of Storage System through Sampling OptimizationLiang Bao, Hua Wang 0008, Ke Zhou 0001, Guangyu Zhang, Ji Zhang 0010, Xi Peng 0006, Qingqing Yang, Renhai Chen, Gong Zhang 0001. 179-194 [doi]
• Enhancing Spatiotemporal Prediction with Intra- and Inter-granularity Contrastive LearningQilong Han, Shanshan Sui, Dan Lu 0004, Shiqing Wu 0001, Guandong Xu 0001. 195-210 [doi]
• TDMixer: Lightweight Long-Term Series Forecasting using Time-Continuous Embedding and Magnitude DecompositionHui Liu, Qiaoqiao Liu, Zhihan Yang, Junzhao Du. 211-226 [doi]
• AoSE-GCN: Attention-Aware Aggregation Operator for Spatial-Enhanced GCNJiazhen Ye, Chunyan An, Qiang Yang 0015, Zhixu Li. 227-242 [doi]
• Data-free Knowledge Distillation based on GNN for Node ClassificationXinfeng Zeng, Tao Liu, Ming Zeng, Qingqiang Wu 0001, Meihong Wang. 243-258 [doi]
• Multi-class Imbalanced Data Classification by Deep Multi-set Discriminant Metric Learning with Optimal Balance SamplingXinyu Zhang 0012, Xiao-Yuan Jing, Xiaocui Li, Jiagang Liu. 259-274 [doi]
• Time-aware Dual-kernel Hawkes Process for Sequential RecommendationJingyang Liu, Nan Wang, Yingli Zhong, Zhonghui Shen. 275-290 [doi]
• Shapley-Optimized Reinforcement Learning for Human-Machine Collaboration PolicyJie Zhang, Yiqun Niu, Wei He, Cheng Jin, Chongjun Wang. 291-300 [doi]
• Fine-Grained Urban Flow Inference with Dynamic Multi-scale Representation LearningShilu Yuan, Dongfeng Li, Wei Liu 0007, Xinxin Zhang 0004, Meng Chen 0003, Junjie Zhang 0002, Yongshun Gong. 301-311 [doi]
• SP-Aug: Towards Efficient Semantic-Preserving Augmentations in Contrastive Learning via Hierarchical Outlier FactorQianwen Meng, Hangwei Qian, Yonghui Xu, LiZhen Cui. 312-321 [doi]
• An Efficient Algorithm for Regular Expression Matching Using Variable-length-gram Inverted IndexTao Qiu, Zheng Gong, Mengxiang Wang, Chuanyu Zong, Rui Zhu 0003, Xiaochun Yang 0001. 325-340 [doi]
• A Retrieval-Augmented Framework for Tabular Interpretation with Large Language ModelMengyi Yan, Weilong Ren 0002, Yaoshu Wang, Jianxin Li. 341-356 [doi]
• A Type Fusion and Span Relation Enhanced Event Extraction Framework for Confused EventFanshen Meng, Rongheng Lin. 357-372 [doi]
• Cryptocurrency Topic Burst Prediction via Hybrid Twin-structured Multi-modal LearningKeting Yin, Xiaen Sun, Tian Feng. 373-389 [doi]
• EBCPL: A Novel Evidence-Based Method for Concept Prerequisite Relation LearningJiayu Zhang, Xiaoyan Zhang, Xiaofeng Du, Tianbo Lu. 390-405 [doi]
• LongSum: An Efficient Transformer for Long Document SummarizationJitong Wei, Yang Gao. 406-415 [doi]
• Chimera Model of Candidate Soups for Non-Autoregressive TranslationHuanran Zheng, Wei Zhu 0016, Xiaoling Wang. 416-425 [doi]
• Multi-Aspect Matching between Disentangled Representations of User Interests and Content for News RecommendationYingzhi Miao, Martin Pavlovski, Zhiqiang Chen, Fang Zhou. 426-435 [doi]
• A Dynamic pre-trained Model for Chinese Classical PoetryXiaotong Wang, Xuanning Liu, Haorui Wang, Bin Wu 0001. 436-445 [doi]
• Detecting Incoming Fake News in News Streams via Efficient Topic-Based CorrelationXiaomei Wei, Yongcheng Zhang, Ruohan Yang, Huan Wang. 446-455 [doi]
• Document Hashing by Exploiting Noisy Neighborhood Information with Fault-Tolerant Mutual-Information-Preserving VAEJiayang Chen, Qinliang Su, Zetong Li, Hai Wan, Defu Lian. 456-465 [doi]
• Few-Shot Log Analysis with Prompt-Based Multi-task Transfer LearningMingjie Zhou, Weidong Yang, Lipeng Ma, Sihang Jiang, Bo Xu 0023, Yanghua Xiao. 466-475 [doi]
• Post-hoc Facts augmented Legal Judgment PredictionYanqing An, Linan Yue, Weibo Gao, Kai Zhang 0038, Qi Liu 0003. 476-485 [doi]
• SGDG: Improving Transformer Seq2Seq Models through Span Generation and Denoise GenerationZhenfei Yang, Beiming Yu, Chenxiao Dou, Qian Zhang, Yansong Chua. 486-495 [doi]
• What if User Preferences Shifts: Causal Disentanglement for News RecommendationYingzhi Miao, Zhiqiang Chen, Fang Zhou. 496-506 [doi]