IEEE Transactions on Knowledge and Data Engineering, Volume 38 (original) (raw)

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Volume 38, Number 1, January 2026

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    Yudong Gong, Sanyang Liu, Yiguang Bai, Ziliang Wang:
    1HIkDA: A Novel Privacy Preserving Framework for Graph Data Publication. 1-13
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    Songci Xu, Qiangqiang Cheng, Chi-Guhn Lee:
    A Causal Perspective of Stock Prediction Models. 14-25
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    ZhengZhao Feng, Rui Wang, TianXing Wang, Mingli Song, Sai Wu, Shuibing He:
    A Comprehensive Survey of Dynamic Graph Neural Networks: Models, Frameworks, Benchmarks, Experiments and Challenges. 26-46
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    Zaitian Wang, Pengfei Wang, Kunpeng Liu, Pengyang Wang, Yanjie Fu, Chang-Tien Lu, Charu C. Aggarwal, Jian Pei, Yuanchun Zhou:
    A Comprehensive Survey on Data Augmentation. 47-66
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    Binhan Yang, Junqing Gong, Wei Shen, Yinan Liu, Guoliang Li:
    Actively Learning Unified Embeddings for Joint Open Knowledge Base Canonicalization and Linking. 67-81
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    Zhichao Chen, Yulong Zhang, Odin Zhang, Fangyikang Wang, Le Yao, Hao Wang, Zhihuan Song:
    Blending Data and Knowledge for Process Industrial Modeling Under Riemannian Preconditioned Bayesian Framework. 82-95
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    Yuhang Chen, Shixuan Sun, Jiaxin Jiang, Bingsheng He, Yuchen Li:
    BLITZ: A Flexible and Efficient Graph Mining System. 96-109
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    SeongKu Kang, Jianxun Lian, Dongha Lee, Wonbin Kweon, Sanghwan Jang, Jaehyun Lee, Jindong Wang, Xing Xie, Hwanjo Yu:
    BPL: Bias-Adaptive Preference Distillation Learning For Recommender System. 110-122
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    Yongsen Zheng, Guohua Wang, Jinghui Qin, Ziliang Chen, Junfan Lin, Pengxu Wei, Liang Lin, Kwok-Yan Lam:
    CIREC: Causal Intervention-Inspired Policy Learning to Mitigate Exposure Bias for Interactive Recommendation. 123-137
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    Fan Wang, Chaochao Chen, Weiming Liu, Lianyong Qi, Xuyun Zhang, Yanchao Tan, Mengying Zhu, Xiaolin Zheng:
    Cluster-Enhanced Dual Discrete Collaborative Filtering for Efficient Recommendation. 138-151
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    Pengyi Zhang, Pengxuan Ma, Chaopeng Guo, Yu Gu, Jie Song:
    Consensus and Computing Integration for Processing Transactional Graphs in Consortium Blockchain. 152-169
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    Yanwanyu Xi, Chang Tang, Junjie Huang, Xingchen Hu, Yuanyuan Liu, Xinwang Liu:
    Contrastive and Dual Adversarial Representation Learning for Multi-View Clustering. 170-182
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    Wenchao Gao, Li Yang, Chuanrui Cui, Yu Li:
    Cross-Lingual Named Entity Recognition Method Based on Multi-Channel and Multi-Teacher Models. 183-192
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    Kai Yao, Xinchen Zhang, Lijun Chang:
    Detecting Structural Balanced Near-Cliques in Large Signed Graphs. 193-206
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    Shenghao Gong, Ziquan Fang, Liu Liu, Yaofeng Tu, Yunjun Gao:
    Distributed Semantic Trajectory Similarity Search. 207-221
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    Chao Lyu, Ziwen Ma, Xin Luo, Yuhui Shi:
    Dynamic Stochastic Reorientation Particle Swarm Optimization for Adaptive Latent Factor Analysis in High-Dimensional Sparse Matrices. 222-234
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    Changan Liu, Zixuan Xie, Ahad N. Zehmakan, Zhongzhi Zhang:
    Efficient Algorithms for Computing Random Walk Centrality. 235-247
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    Lin Wang, Qing Li:
    Efficient Graph Condensation via Gaussian Process. 248-260
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    Renjie Sun, Chen Chen, Xiaoyang Wang, Wenjie Zhang, Ying Zhang, Xuemin Lin:
    Efficient Maximal Balanced CliPlex Enumeration in Signed Graphs. 261-275
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    Anjali de Silva, Gang Chen, Hui Ma, Seyed Mohammad Nekooei:
    EIGA: A Novel Genetic Algorithm Based on Edge Information for Community Detection in Weighted Social Networks. 276-289
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    Mohamed Ragab, Peiliang Gong, Emadeldeen Eldele, Wenyu Zhang, Min Wu, Chuan-Sheng Foo, Daoqiang Zhang, Xiaoli Li, Zhenghua Chen:
    Evidentially Calibrated Source-Free Time-Series Domain Adaptation With Temporal Imputation. 290-306
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    Jiaao Yu, Lanlan Rui, Yijing Lin, Zhipeng Gao, Xuesong Qiu, Shao-Yong Guo:
    Few-Shot Knowledge Graph Completion With Adaptive Negative Sampling Mechanism. 307-322
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    Qinghai Zheng, Jihua Zhu, Yuanlong Yu, Haoyu Tang:
    From One Comes Two: A Tensorized Graph Learning Framework for Clustering. 323-337
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    Chang Liu, Zhong Yuan, Yuan Yuan, Hongmei Chen, Dezhong Peng, Xiaomin Song:
    Fuzzy kkkkNN Entropy and its Anomaly Detection. 338-351
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    Haixu Wen, Wei Shen, Guoliang Li:
    GADE+: A Graph-Based Anchor-Enhanced Framework for Targeted Document Detection. 352-365
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    Yijie Zhou, Shufeng Gong, Feng Yao, Hanzhang Chen, Song Yu, Pengxi Liu, Yanfeng Zhang, Ge Yu, Jeffrey Xu Yu:
    GoGraph: Accelerating Graph Processing Through Incremental Reordering. 366-379
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    Yunfan Kang, Yiyang Bian, Qinma Kang, Amr Magdy:
    IMS: Incremental Max-P Regionalization With Statistical Constraints. 380-398
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    Rongwei Xu, Guanfeng Liu, Yan Wang, Xuyun Zhang, Kai Zheng, Xiaofang Zhou:
    Intent-Based Trust Evaluation. 399-413
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    Mengyuan Jing, Yanmin Zhu, Zhaobo Wang, Jiadi Yu, Feilong Tang:
    Interest-Aware Graph Contrastive Learning for Recommendation With Diffusion-Based Augmentation. 414-427
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    Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Hao Peng, Pietro Lió:
    Learning From Graph-Graph Relationship: A New Perspective on Graph-Level Anomaly Detection. 428-441
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    Xu Tan, Junqi Chen, Jiawei Yang, Jie Chen, Susanto Rahardja:
    MMM: A Unified Weakly-Supervised Anomaly Detection Framework for Multi-Distributional Data. 442-456
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    Yuanyuan Yao, Yuhan Shi, Lu Chen, Ziquan Fang, Yunjun Gao, Leong Hou U, Yushuai Li, Tianyi Li:
    Moon: A Modality Conversion-Based Efficient Multivariate Time Series Anomaly Detection. 457-474
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    Wenyuan Fang, Wei Huang, Yanhua Liu, Jia Liu, Tianrui Li:
    Multi-Party Federated Urban Flow Mining and Analysis Based on Lazy Aggregation. 475-488
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    Chang Cui, Yongqiang Tang, Yuxun Qu, Wensheng Zhang:
    Multiplex Graph Guided Deep Survival Analysis. 489-505
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    Wenna Lai, Haoran Xie, Guandong Xu, Qing Li:
    Multi-Task Learning With LLMs for Implicit Sentiment Analysis: Data-Level and Task-Level Automatic Weight Learning. 506-517
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    Junyou Zhu, Christian Nauck, Michael Lindner, Langzhou He, Philip S. Yu, Klaus-Robert Müller, Jürgen Kurths, Frank Hellmann:
    Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction. 518-531
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    Xu Gao, Xiu Tang, Chang Yao, Sai Wu, Gongsheng Yuan, Wenchao Zhou, Feifei Li, Gang Chen:
    OMCR: An Online Multivariate Forecaster for Cloud Resource Management. 532-545
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    He Zhang, Shuang Wang, Long Chen, Xiaoping Li, Qing Gao, Quan Z. Sheng:
    Reliable Truth Discovery for Dynamic and Dependent Sources. 546-558
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    Yuchen Li, Zhonghao Lyu, Yongqi Zhang, Hao Zhang, Tianhao Peng, Haoyi Xiong, Shuaiqiang Wang, Linghe Kong, Guihai Chen, Dawei Yin:
    S$^{3}$PRank: Toward Satisfaction-Oriented Learning to Rank With Semi-Supervised Pre-Training. 559-572
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    Xu Yang, Hongguang Zhao, Saiyu Qi, Yong Qi:
    SeaCQ: Secure and Efficient Authenticated Conjunctive Query in Hybrid-Storage Blockchains. 573-587
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    Songnian Zhang, Hao Yuan, Hui Zhu, Jun Shao, Yandong Zheng, Fengwei Wang:
    Secure and Practical Time Series Analytics With Mixed Model. 588-601
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    Xianshuang Yao, Huiyu Wang:
    Serial-Parallel Fractional-Integer-Order Echo State Network for Time Series Prediction. 602-615
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    Abd-Krim Seghouane, Muhammad Ali Qadar, Inge Koch, Aref Miri Rekavandi:
    Sparse Canonical Correlation Analysis With Preserved Sparsity. 616-630
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    Yuan Gao, Yuchen Li, Bingsheng He, Hezhe Qiao, Guoguo Ai, Hui Yan:
    SSD: Self-Supervised Distillation for Heterophilic Graph Representation Learning. 631-644
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    Mingyu Yang, Wentao Li, Wei Wang, Dong Wen, Min Gao, Lu Qin:
    Structural Clustering for Bipartite Graphs. 645-658
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    Yunshi Lan, Xinyuan Li, Hanyue Du, Xuesong Lu, Ming Gao, Weining Qian, Aoying Zhou:
    Survey of Natural Language Processing for Education: Taxonomy, Systematic Review, and Future Trends. 659-678
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    Liang Peng, Yixuan Ye, Cheng Liu, Hangjun Che, Man-Fai Leung, Si Wu, Hau-San Wong:
    Trustworthy Neighborhoods Mining: Homophily-Aware Neutral Contrastive Learning for Graph Clustering. 679-693

Volume 38, Number 2, February 2026

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    En Xu, Can Rong, Jingtao Ding, Yong Li:
    A Diffusive Data Augmentation Framework for Reconstruction of Complex Network Evolutionary History. 694-707
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    Yinan Jing, Songli Wang, Zhenying He, Kai Zhang, X. Sean Wang, Jinbao Li:
    A Dual-Layer End-to-End Cost Estimation Model for LSM-Tree-Based Database Systems. 708-721
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    Haotian Liu, Bowen Hu, Yadong Zhou, Yuxun Zhou:
    A Dynamic-Causal Lens of Stock Interactions: Graph Modeling From Symbolic Movement Patterns. 722-735
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    Yading Li, Dandan Song, Yuhang Tian, Hao Wang, Changzhi Zhou, Shuhao Zhang:
    A Framework of Knowledge Graph-Enhanced Large Language Model Based on Global Planning. 736-748
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    Mengmeng Chang, Zhiming Ding, Zhi Cai, Zilin Zhao, Yafei Sun:
    A Generative Graph Augmentation Neural Network for Traffic Risk Prediction on Online Crowd Queries. 749-765
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    Xiaoguang Li, Yuxin Wen, Yuchen Wang, Haonan Yan, Yahong Chen, Zhe Sun, Hui Li, Xiaodong Lin:
    A Log-Likelihood Chain Framework for Defending Against LDP Data Poisoning Attacks. 766-780
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    Yuyuan Li, Xiaohua Feng, Chaochao Chen, Qiang Yang:
    A Survey on Recommendation Unlearning: Fundamentals, Taxonomy, Evaluation, and Open Questions. 781-799
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    Yi-Cheng Chen, Yen-Liang Chen:
    A3BRec: A Novel Association-Integration Sequential Basket Recommendation. 800-813
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    Sheng Sang, Feng Xue, Shuaiyang Li, Kang Liu, Richang Hong:
    ACD: Adversarial Counterfactual Distillation for Rating Prediction in Recommendation. 814-826
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    Wuxing Chen, Zhiwen Yu, Kaixiang Yang, Ziwei Fan, C. L. Philip Chen:
    Adaptive Weighted Double Uncertainty Incrementally Active Learning for Multi-Class Imbalanced Data. 827-841
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    Xiaocan Li, Kun Xie, Zilong He, Jigang Wen, Jiannong Cao, Guangxing Zhang, Gaogang Xie, Wei Liang:
    AFFS: Adaptive Fast Frequency Selection Algorithm for Deep Learning Feature Extraction. 842-856
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    Jianbin Qin, Shuai Liu, Tianyu Wang, Yuxing Chen, Anqun Pan, Rui Mao, Yu-Xuan Qiu, Makoto Onizuka, Chuan Xiao:
    AKV: Agile Read-Efficiently Key-Value OLTP Engine for Non-Volatile Memory. 857-871
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    Bay-Yuan Hsu, Chia-Hsun Lu, Yu-Wei Chang, Ming-Yi Chang, Chih-Ya Shen:
    Attacking Community Detection With Bounded Neighborhood Expansion and Edge Augmentation. 872-888
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    Yan Feng, Zhihai Yang, Kexin Li, Jianxin Li, Pinghui Wang, Zhiquan Liu:
    Attacks and Detections in Recommender Systems: A Comprehensive Analysis for Models, Progresses, and Trends. 889-910
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    Fangyuan Zhang, Qintian Guo, Junhao Gan, Sibo Wang:
    BOTBIN: Accelerated Indexing for Structural Graph Clustering on Dynamic Graphs. 911-928
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    Xinying Liu, Lianyu Hu, Mudi Jiang, Zengyou He:
    Clustering Validation via Sample Pair Co-Cluster Testing. 929-939
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    Tong Nie, Wei Ma, Jian Sun, Yu Yang, Jiannong Cao:
    Collaborative Imputation of Urban Time Series Through Cross-City Meta-Learning. 940-955
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    Songyang Chen, Yu Liu, Lei Zou, Zexuan Wang, Youfang Lin:
    CombAlign: Enhancing Model Expressiveness in Unsupervised Graph Alignment. 956-968
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    Jiasheng Wu, Xincheng Wang, Jie Yang, Dawei Cheng, Guang Yang, Bo Wang:
    Defending Attacks on Anti-Fraud Model With Generative Graph Representations. 969-982
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    Shiqi Ren, Jinliang Ding, Yiu-ming Cheung:
    Diffusion GAN-Based Oversampling for Imbalanced Tabular Data. 983-996
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    Mianfen Lin, Zhiwen Yu, Kaixiang Yang, C. L. Philip Chen:
    Dynamic Chunk-Based Active Learning Based on Enhanced Broad Learning System for Imbalanced Drifting Data Streams. 997-1010
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    Taihang Dong, Dingyu Yang, Dongping Zhang, Sai Wu, Shaojie Qiao, Dongxiang Zhang:
    Efficient and Accurate Cross-Camera Vehicle Trajectory Recovery. 1011-1027
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    Hongjia Xu, Sheng Zhou, Zhuonan Zheng, Qiaoyu Tan, Jiawei Chen, Jiajun Bu:
    Enhancing Graph Condensation via Key Information Reconstruction. 1028-1039
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    Hongzhan Lin, Wei Gao, Jing Ma, Yang Deng, Ziyang Luo, Bo Wang, Ruichao Yang, Tat-Seng Chua:
    ExplainHM++: Explainable Harmful Meme Detection With Retrieval-Augmented Debate Between Large Multimodal Models. 1040-1053
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    Tao Qiu, Ying Liu, Chuanyu Zong, Xiaochun Yang, Bin Wang, Mengxiang Wang:
    Exploiting SIMD-Ified Bit-Parallelism for High-Performance Complex Event Matching. 1054-1069
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    Xiaoyi Bao, Jinghang Gu, Zhongqing Wang, Xiaotong Jiang, Chu-Ren Huang:
    Exploring Context-Free Opinion Grammar for Aspect-Based Sentiment Analysis. 1070-1083
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    Yubin Li, Zhaojian Cui, Haokai Gao, Jiale Liu, Yuncheng Jiang:
    Exploring Global and Local Hierarchies: Dual Classifier With Mutual Distillation for Hierarchical Text Classification. 1084-1098
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    Guohong Wang, Xianhan Tan, Zengming Lin, Binli Luo, Shangjian Zhong, Kele Xu:
    FreqEvo: Enhancing Time Series Forecasting With Multi-Level Frequency Domain Feature Extraction. 1099-1113
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    Yufei He, Zhenyu Hou, Yukuo Cen, Jun Hu, Feng He, Xu Cheng, Jie Tang, Bryan Hooi:
    Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training. 1114-1128
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    Miaomiao Cai, Lei Chen, Yifan Wang, Zhiyong Cheng, Min Zhang, Meng Wang:
    Graph-Structured Driven Dual Adaptation for Mitigating Popularity Bias. 1129-1143
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    Xiang Wu, Rong-Hua Li, Zhaoxin Fan, Kai Chen, Yujin Gao, Hongchao Qin, Guoren Wang:
    GRPCI: Harnessing Temporal-Spatial Dynamics for Graph Representation Learning. 1144-1158
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    Yunxiao Zhao, Zhiqiang Wang, Xingtong Yu, Xiaoli Li, Jiye Liang, Ru Li:
    Learnable Game-Theoretic Policy Optimization for Data-Centric Self-Explanation Rationalization. 1159-1173
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    Hao Miao, Ziqiao Liu, Yan Zhao, Chenxi Liu, Chenjuan Guo, Bin Yang, Kai Zheng, Huan Li, Christian S. Jensen:
    LightTR+: A Lightweight Incremental Framework for Federated Trajectory Recovery. 1174-1188
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    Pengfei Zhang, Zhikun Zhang, Yang Cao, Xiang Cheng, Youwen Zhu, Zhiquan Liu, Ji Zhang:
    Locally Differentially Private Truth Discovery for Sparse Crowdsensing. 1189-1205
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    Shaokun Zhang, Rui Wang, Hongjun Tang, Kaizhong Zuo, Peng Jiang, Peng Hu, Wenjie Li, Biao Jie, Peize Zhao:
    MTNet: A Multi-Task Learning Framework That Integrates Intra-Task and Task-Specific Dependencies for Traffic Forecasting. 1206-1220
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    Longlong Lin, Quanao Li, Miao Qiao, Zeli Wang, Jin Zhao, Rong-Hua Li, Xin Luo, Tao Jia:
    NCSAC: Effective Neural Community Search via Attribute-Augmented Conductance. 1221-1235
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    Lihe Hou, Weiwei Ni, Nan Fu, Dongyue Zhang, Ruyu Zhang:
    PEGS: A Graph Synthesis Approach Based on Local Differential Privacy Preference. 1236-1248
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    Shidan Ma, Yan Ding, Xu Zhou, Peng Peng, Youhuan Li, Zhibang Yang, Kenli Li:
    Property-Induced Partitioning for Graph Pattern Queries on Distributed RDF Systems. 1249-1263
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    Jiaqi Jiang, Rong-Hua Li, Longlong Lin, Yalong Zhang, Yue Zeng, Xiaowei Ye, Guoren Wang:
    Pseudoarboricity-Based Skyline Important Community Search in Large Networks. 1264-1279
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    Meng Chen, Hongwei Jia, Zechen Li, Weiming Huang, Kai Zhao, Yongshun Gong, Haoran Xu, Hongjun Dai:
    Region Embedding With Adaptive Correlation Discovery for Predicting Urban Socioeconomic Indicators. 1280-1291
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    Runlin Lei, Haipeng Ding, Zhewei Wei:
    Restricted Black-Box Attack on Graphs Beyond Homophily. 1292-1305
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    Yawen Li, Xiaobao Wang, Bin Wen, Di Jin, Junping Du:
    Sentiment Variation-Aware Sentiment Spike Explanation During COVID-19 Epidemic. 1306-1318
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    Tao He, Zerui Chen, Lizi Liao, Yixin Cao, Yuanxing Liu, Wei Tang, Xun Mao, Kai Lv, Ming Liu, Bing Qin:
    Subgraph-Centric Multi-Agent Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning. 1319-1333
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    Fan Li, Xiaoyang Wang, Dawei Cheng, Wenjie Zhang, Chen Chen, Ying Zhang, Xuemin Lin:
    TCGU: Data-Centric Graph Unlearning Based on Transferable Condensation. 1334-1348
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    Zhi-Long Han, Ting-Zhu Huang, Xi-Le Zhao, Ben-Zheng Li, Meng Ding:
    Topology-Induced Low-Rank Tensor Representation for Spatio-Temporal Traffic Data Imputation. 1349-1363
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    Junwei Yang, Yiyang Gu, Yifang Qin, Xiao Luo, Zhiping Xiao, Kangjie Zheng, Wei Ju, Xian-Sheng Hua, Ming Zhang:
    TowerDNA: Fast and Accurate Graph Retrieval With Dividing, Contrasting and Alignment. 1364-1379
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    Wanyun Zhou, Saizhuo Wang, Xiang Li, Yiyan Qi, Jian Guo, Xiaowen Chu:
    Unleashing Expert Opinion From Social Media for Stock Prediction. 1380-1394
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    Tianyue Ren, Zhibang Yang, Yan Ding, Xu Zhou, Kenli Li, Yunjun Gao, Keqin Li:
    Win-Win Approaches for Cross Dynamic Task Assignment in Spatial Crowdsourcing. 1395-1411
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    Zhengwei Tao, Xiancai Chen, Zhi Jin, Xiaoying Bai, Haiyan Zhao, Wenpeng Hu, Chongyang Tao, Shuai Ma:
    WizardEvent: Empowering Event Reasoning by Hybrid Event-Aware Data Synthesizing. 1412-1426

Volume 38, Number 3, March 2026

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    Junhao Yu, Fuyuan Xiao, Yi Zhang, Zehong Cao, Chin-Teng Lin:
    A CDGFN-Based Quantum Multisource Information Fusion With Its Application in Time Series Classification. 1427-1441
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    Jiazhen Hong, Wei Qian, Yudong Chen, Yuqian Zhang:
    A Geometric Approach to kkkk-Means Clustering. 1442-1453
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    Juan Zhang, Kai Deng, Delin Chu:
    A New Block-Splitting Method for Nonnegative Low-Rank Matrix Approximation. 1454-1471
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    Jingye Zhao, Jianan Shen, Jianwei Wang, Tianyuan Zhou, Ruijia Wu, Kai Wang, Xuemin Lin:
    Account Risk Detection in Large-Scale Financial Graphs With Auxiliary Asset Prediction. 1472-1483
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    Haibo Wang:
    Accurate Super Spreader Identification With Non-Duplicate Samplers in Data Streams. 1484-1497
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    Jie Guo, Haijie Xu, Chen Zhang:
    Adaptive Change Detection in Partially Observable Dynamic Networks. 1498-1511
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    Conggai Li, Wei Ni, Ming Ding, Youyang Qu, Jianjun Chen, Wenjie Zhang, Thierry Rakotoarivelo:
    C2P-M: Critical Connection Protection in Multiplex Graphs. 1512-1526
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    Senyu Hou, Gaoxia Jiang, Yaqing Guo, Wenjian Wang:
    Class-Aware Multi-Granularity Co-Diffusion Models for Learning With Noisy Labels on Imbalanced Datasets. 1527-1540
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    Feiping Nie, Yitao Song, Qilong Qiu, Jingjing Xue, Rong Wang, Xuelong Li:
    Clustering Based on Density Propagation and Subcluster Merging. 1541-1559
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    Shaojie Qiao, Rongmin Tang, Jiangmin Li, Yunjun Gao, Quanqing Xu, Nan Han, Bangping Wang, Guan Yuan, Xindong Wu:
    CMA+DB: How to Automatically Tune Database Parameters Through Collaborative Multi-Agents. 1560-1574
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    Xinyi Gao, Wenjie Li, Tong Chen, Xiangyu Zhao, Quoc Viet Hung Nguyen, Hongzhi Yin:
    DeepCGC: Unveiling the Deep Clustering Mechanism of Fast Graph Condensation. 1575-1588
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    Bing Wang, Ximing Li, Changchun Li, Bingrui Zhao, Renchu Guan, Lin Yuanbo Wu, Jungong Han:
    Detecting Misinformation by Uncovering Commonsense Conflicts With LLM Workflows. 1589-1603
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    Xiaohu Ge, Zhiwei Chen, Litao Yan, Yang Yang:
    Digital Intelligent World: From Data-Driven AI to Knowledge-Enabled Intelligent Agents. 1604-1621
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    Pengyuan Li, Dongxia Chang, Yiming Wang, Zisen Kong, Linhua Kong, Yao Zhao:
    Disentangled Contrastive Multi-View Clustering via Semantic Relevance Invariance. 1622-1635
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    Kaixin Zhang, Hongzhi Wang, Ziqi Li, Yabin Lu, Yu Yan, Yingze Li, Yiming Guan:
    DistJoin: A Decoupled Join Cardinality Estimator Based on Adaptive Neural Predicate Modulation. 1636-1650
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    Weijun Hu, Haifeng Zhang, Wenbin Chen, Kaihong Chen, Jinhao Long, Wenli Shang, Zhong Cao:
    DLTTS: Diffusion Model for Long-Tailed Time Series Generation in Industrial Scenarios. 1651-1664
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    Zhenchang Xia, Jun Ma, Bolong Zheng, Liangliang Wang, Yanan Chang, Jianqun Cui:
    DMRAD: Dynamic Decomposition and Memory-Aware Reconstruction for Noise-Resilient Multivariate Time Series Anomaly Detection. 1665-1678
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    Jiayi Wu, Zhengyu Wu, Xunkai Li, Rong-Hua Li, Hongchao Qin, Guoren Wang:
    Effective Bug Detection in Graph Database Engines: An LLM-Based Approach. 1679-1694
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    Xiaowei Zhao, Liuyun Guo, Xiaojun Chang, Jun Guo, Feiping Nie, Qiang Zhang:
    Efficient Co-Clustering via Bipartite Graph Factorization. 1695-1709
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    Simin Niu, Mengwei Wang, Xun Liang, Zhiyu Li, Sensen Zhang, Shichao Song, Hanyu Wang, Jiawei Yang, Feiyu Xiong, Chenyang Xi:
    Empowering Large Language Models to Set Up Knowledge Retrieval Indexing via Self-Learning. 1710-1724
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    Wenbin Jiang, Jiqiang Liu, Jian Wang, Zhaolin Liu, Zihao Wang, Rui Zhang:
    Ensemble Shapley: Toward an Efficient and Reliable Data Valuation With Guided Ensemble Aggregation. 1725-1738
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    Ziyan Han, Wanjia Chen, Yunpeng Han, Rui Mao, Jianbin Qin:
    Fast Diversified Top-k Rule Discovery via User-Guided Embeddings. 1739-1753
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    Chenchen Wang, Mykola Pechenizkiy, Jinmao Wei, Jian Liu:
    Feature Selection via Dynamic Feature Graph. 1754-1767
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    Xinyu Li, Xuebin Ren, Shusen Yang, Liang Shi, Chia-Mu Yu, Qing Han:
    Fine-Grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams. 1768-1782
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    Feng Yao, Xiaokang Yang, Shufeng Gong, Qian Tao, Yanfeng Zhang, Wenyuan Yu, Ge Yu:
    GETL: An Extract-Transform-Load Framework Across Graph Models in Graph Warehouse. 1783-1797
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    Yang Guo, Tianyu Wang, Zizhan Chen, Zili Shao:
    Groundhog: Accelerating Spatio-Temporal Data Analytics With Fine-Grained In-Storage Processing. 1798-1812
• 
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    Herun Wan, Minnan Luo, Jihong Wang, Xiaojun Chang, Qinghua Zheng:
    HCGBot: Learning Homophilous Context Graphs for Twitter Bot Detection. 1813-1825
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    Zhiwei Li, Cheng Wang:
    Light Shapley: Improving the Scalability of Equitable Data Utility Valuation. 1826-1842
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    Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon:
    Modular Model Adaptation for Online Learning in Streaming Text Classification. 1843-1856
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    Xinyu Su, Zheng Li, Dezhong Peng, Hongmei Chen, Zhong Yuan:
    Natural Neighbor Fuzzy Approximations With Granular-Ball Representation for Outlier Detection. 1857-1870
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    Ranran Bu, Jianqi Gao, Jian Cao, Hongming Cai, Jinghua Tang, Yonggang Zhang:
    Optimizing KBQA by Correcting LLM-Generated Non-Executable Logical Form Through Knowledge-Assisted Path Reconstruction. 1871-1884
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    Yu Zhou, Feng Wang, Yongning Tang:
    Order-Preserving Pattern Matching: Review. 1885-1904
• 
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    Liping Yi, Han Yu, Gang Wang, Xiaoguang Liu, Qinghua Hu:
    pFedMoE: Data-Level Personalization With Mixture of Experts in Model-Heterogeneous Personalized Federated Learning. 1905-1918
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    Ruohan Yang, Muhammad Asif Ali, Huan Wang, Zhongfei Zhang, Junyang Chen, Di Wang:
    PRISM: Link Prediction in Attributed Networks With Uncertain Modalities. 1919-1931
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    Xinrui Ge, Jia Yu, Rong Hao:
    Privacy-Preserving Graph Similarity Matching Query Over Encrypted Graph Database. 1932-1945
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    Yuchang Zhu, Jintang Li, Huizhe Zhang, Liang Chen, Zibin Zheng:
    SaGIF: Improving Individual Fairness in Graph Neural Networks via Similarity Encoding. 1946-1957
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    Qing Wang, Donghui Hu, Meng Li, Yan Qiao, Guomin Yang, Mauro Conti:
    Secure Multi-Character Searchable Encryption Supporting Rich Search Functionalities. 1958-1972
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    Heitor Murilo Gomes, Jesse Read, Maciej Grzenda, Bernhard Pfahringer, Albert Bifet:
    SLEADE: Disagreement-Based Semi-Supervised Learning for Sparsely Labeled Evolving Data Streams. 1973-1985
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    Jialiang Li, Hua Lu, Cyrus Shahabi:
    STORM: Exploiting Spatiotemporal Continuity for Trajectory Similarity Learning in Road Networks. 1986-2000
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    Aimin Sun, Zhiguo Gong:
    Structure-Aware Model for Representation Learning on Temporal Graphs. 2001-2014
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    Jun Wang, Miaomiao Li, Zhenglai Li, Hao Yu, Suyuan Liu, Dayu Hu, Chang Tang, Xinwang Liu:
    Tensor Multi-Rank Constraint Guided Anchor-Wise Adaptive Alignment for Multi-View Clustering. 2015-2027
• 
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    Zhihua Tian, Yuan Ding, Rui Zhang, Yao Tang, Jian Liu, Kui Ren:
    Toward Federated Learning of Deep Graph Neural Networks. 2028-2039
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    Yuchen Fang, Hao Miao, Yuxuan Liang, Liwei Deng, Yue Cui, Ximu Zeng, Yuyang Xia, Yan Zhao, Torben Bach Pedersen, Christian S. Jensen, Xiaofang Zhou, Kai Zheng:
    Unraveling Spatio-Temporal Foundation Models via the Pipeline Lens: A Comprehensive Review. 2040-2063
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    Zhaoqi Zhang, Miao Xie, Pasquale Balsebre, Weiming Huang, Siqiang Luo, Gao Cong:
    UrbanMFM: Spatial Graph-Based Multiscale Foundation Models for Learning Generalized Urban Representation. 2064-2078
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    Xinyu Zhang, Zuohan Wu, Chen Jason Zhang, Libin Zheng, Peng Cheng, Jian Yin, Cyrus Shahabi:
    VPLight: A Reinforcement Learning Approach for Traffic Signal Control With Pedestrian Dynamics. 2079-2093
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    Guojie Li, Zhiwen Yu, Ziwei Fan, Kaixiang Yang, C. L. Philip Chen:
    Weighted Subspace Graph Learning for High-Dimensional Data. 2094-2107

Volume 38, Number 4, April 2026

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    Kieran Woodward, Eiman Kanjo, Georgios Papandroulidakis, Shady Agwa, Themis Prodromakis:
    A Hybrid Edge Classifier: Combining TinyML-Optimised CNN With RRAM-CMOS ACAM for Energy-Efficient Inference. 2122-2135
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    Chen Yang, Kai Huang, Yue Wu, Yangyang Wu, Mengying Zhu, Xiaoye Miao, Meng Xi, Xiaolin Zheng, Jianwei Yin:
    A Zero-Training Data Cleaning System With Large Language Models. 2136-2149
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    Leixia Wang, Qingqing Ye, Haibo Hu, Xiaofeng Meng:
    Answering Range Queries for Arbitrary Distribution Under Shuffled Differential Privacy. 2150-2164
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    Ziyan Han, Jing Zhu, Jinbin Huang, Sifan Huang, Yaoshu Wang, Rui Mao, Jianbin Qin:
    BClean+: A Bayesian Data Cleaning System With Automated Prior Generation. 2165-2182
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    Chao Ouyang, Haijun Zhang, Jicong Fan:
    BOGK: Bayesian Optimization-Driven Graph Kernel Ensemble for Graph-Level Clustering. 2183-2194
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    Ling Cheng, Jiashu Pu, Ruicheng Liang, Qian Shao, Hezhe Qiao, Feida Zhu:
    Clique Annealing: Semi-Supervised Community Detection Under Crystallization Kinetics. 2195-2208
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    Shengchao Hu, Ziqing Fan, Li Shen, Ya Zhang, Dacheng Tao:
    Communication Learning in Multi-Agent Systems From Graph Modeling Perspective. 2209-2220
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    Zhibin Dong, Shengju Yu, Siwei Wang, Xinwang Liu, En Zhu:
    Cross-View Graph Matching for Unsupervised Learning With Unaligned Multi-View Clustering. 2221-2233
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    Qintian Guo, Chen Feng, Jieming Shi, Jing Tang, Xiaofang Zhou, Sibo Wang:
    Efficient Algorithms for Budgeted Profit Maximization With Theoretical Guarantees. 2234-2248
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    Junghun Kim, Ka Hyun Park, Jun-Gi Jang, U Kang:
    Fast and Accurate Domain Adaptation for Irregular and Regular Tensor Decomposition. 2249-2261
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    Shuangshuang Cui, Hongzhi Wang, Jinghan Lin, Xiaoou Ding, Donghua Yang: sfFinePar{\sf FinePar}sfFineParFinePar: A Fine-Grained Data Partitioning Framework for Cloud-Edge-Device Architectures. 2262-2276
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    Marc Maynou, Sergi Nadal, Raquel Panadero, Javier Flores, Oscar Romero, Anna Queralt:
    Freyja: Efficient Join Discovery in Data Lakes. 2277-2288
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    Yutong Bai, Yujia Zhou, Zhicheng Dou, Ji-Rong Wen:
    Hierarchical Document-Aware Interest Profiling in Personalized Search. 2289-2300
• 
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    Siya Qiu, Yihong Luo, Mauricio Collado, Qiong Luo, Jing Tang:
    Indexing Spatio-Temporal Maritime Trajectories for Route Prediction. 2301-2312
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    Meikai Bao, Kai Zhang, Xukai Liu, Qi Liu, Hongke Zhao, Enhong Chen:
    Learn to Understand: Knowledge Exemplification via Multi-Agent Cooperation for Science Question Answering. 2313-2325
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    Yingjie Zhou, Yuqin Xie, Fanxing Liu, Dongjin Song, Ce Zhu, Lingqiao Liu:
    Learning Feature Encoder With Synthetic Anomalies for Weakly Supervised Graph Anomaly Detection. 2326-2339
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    Menglong Lu, Zejiang He, Yaohui Guo, Shanshan Liu, Jingyuan Huang, Yunxiang Zhao, Zhiliang Tian, Xiaoran Zhao, Chengcheng Shao, Lin Deng, Dongsheng Li, Zhen Huang:
    LLM-Driven Adversarial Example Synthesis for Emerging Topic Rumor Detection on Social Media. 2340-2353
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  • 
    Jens Van Nooten, Andriy Kosar, Guy De Pauw, Walter Daelemans:
    One Size Does Not Fit All: Exploring Variable Thresholds for Distance-Based Multi-Label Text Classification. 2354-2365
• 
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    Xingwang Li, Fei Teng, Tianrui Li, Qiang Duan:
    Preference Guided Meta-Learning for Cross Domain Time Series Forecasting. 2366-2379
• 
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  • 
  • 
    Yilin Xiao, Chuang Zhou, Qinggang Zhang, Bo Li, Qing Li, Xiao Huang:
    Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning With Knowledge Graphs. 2380-2393
• 
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    Junyu Luo, Haoyu Tao, Xiao Luo, Yusheng Zhao, Zhiping Xiao, Dailan He, Wei Ju, Chong Chen, Xian-Sheng Hua, Ming Zhang:
    Robust Cross Supervision With Target Mining for Source-Free Graph Domain Adaptation. 2394-2407
• 
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  • 
    Song Wang, Yushun Dong, Binchi Zhang, Zihan Chen, Xingbo Fu, Yinhan He, Cong Shen, Chuxu Zhang, Nitesh V. Chawla, Jundong Li:
    Safety in Graph Machine Learning: Threats and Safeguards. 2408-2428
• 
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  • 
    Kunpeng Ren, Nhut-Minh Ho, Tien Tuan Anh Dinh, Dumitrel Loghin, Shizheng Hou:
    Secure and Efficient Interledger Communication With Trusted Hardware. 2429-2443
• 
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  • 
    Yunhui Xu, Zhixiang Yang, Youru Li, Zhenfeng Zhu, Zujian Weng, Jingjuan Zhao, Chenguang Ma, Jieping Ye, Yao Zhao:
    Spatial-Temporal Multimodal Large Language Model for Generative Recommendation in Alipay. 2444-2456
• 
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    Yang Guo, Zhiqi Wang, Jin Xue, Zili Shao:
    Springbok: Efficient and Cost-Effective Trajectory Data Management in the Cloud. 2457-2473
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    Yifu Liu, Yin Zhu, Yingqi Gao, Zhiling Luo, Xiaoxia Li, Xiaorong Shi, Yuntao Hong, Jinyang Gao, Yu Li, Bolin Ding, Jingren Zhou:
    XiYan-SQL: A Novel Multi-Generator Framework for Text-to-SQL. 2474-2487

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