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ORCIDIEEE Transactions on Knowledge and Data Engineering, Volume 37
Volume 37, Number 1, January 2025
- Li Yuan
, Yi Cai, Jingyun Xu, Qing Li, Tao Wang:
A Fine-Grained Network for Joint Multimodal Entity-Relation Extraction. 1-14 - Yanni Li, Bing Liu, Tihua Duan, Zhi Wang, Hui Li, Jiangtao Cui:
A Novel Key Point Based MLCS Algorithm for Big Sequences Mining. 15-28 - Yubo Peng, Xiong Li, Ke Gu, Jinjun Chen, Sajal K. Das, Xiaosong Zhang:
Achieving Efficient and Privacy-Preserving Reverse Skyline Query Over Single Cloud. 29-44 - Jintang Bian, Xiaohua Xie, Chang-Dong Wang, Lingxiao Yang, Jian-Huang Lai, Feiping Nie:
Angular Reconstructive Discrete Embedding With Fusion Similarity for Multi-View Clustering. 45-59 - Haoran Qian, Weiguo Zheng, Zhijie Zhang, Bo Fu:
Answering Min-Max Resource-Constrained Shortest Path Queries Over Large Graphs. 60-74 - Aditi Gupta, Adeiza James Onumanyi, Satyadev Ahlawat, Yamuna Prasad, Virendra Singh:
B-CAVE: A Robust Online Time Series Change Point Detection Algorithm Based on the Between-Class Average and Variance Evaluation Approach. 75-88 - Zhaoheng Huang, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen:
CAGS: Context-Aware Document Ranking With Contrastive Graph Sampling. 89-101 - Lingbai Kong, Wengen Li, Hanchen Yang, Yichao Zhang, Jihong Guan, Shuigeng Zhou:
CausalFormer: An Interpretable Transformer for Temporal Causal Discovery. 102-115 - Yao Zhang, Yun Xiong, Yiheng Sun, Yucheng Jin, Caihua Shan, Tian Lu, Hui Song, Shengli Sun:
CauseRuDi: Explaining Behavior Sequence Models by Causal Statistics Generation and Rule Distillation. 116-129 - Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu, Bo Han, Haishuai Wang:
Characterizing Submanifold Region for Out-of-Distribution Detection. 130-147 - Xia Ji, Jiawei Sun, Jianhua Peng, Yue Pang, Peng Zhou:
Clustering Ensemble Based on Fuzzy Matrix Self-Enhancement. 148-161 - Jiahao Wu, Wenqi Fan, Jingfan Chen, Shengcai Liu, Qijiong Liu, Rui He, Qing Li, Ke Tang:
Condensing Pre-Augmented Recommendation Data via Lightweight Policy Gradient Estimation. 162-173 - Ruidong Wang, Liang Xi, Fengbin Zhang, Haoyi Fan, Xu Yu, Lei Liu, Shui Yu, Victor C. M. Leung:
Context Correlation Discrepancy Analysis for Graph Anomaly Detection. 174-187 - Xuejiao Yu, Yi Jiang, Guoqing Chao, Dianhui Chu:
Deep Contrastive Multi-View Subspace Clustering With Representation and Cluster Interactive Learning. 188-199 - Zhong Yuan, Peng Hu, Hongmei Chen, Yingke Chen, Qilin Li:
DFNO: Detecting Fuzzy Neighborhood Outliers. 200-209 - Yifan Zhu, Chengyang Luo, Tang Qian, Lu Chen, Yunjun Gao, Baihua Zheng:
DIMS: Distributed Index for Similarity Search in Metric Spaces. 210-225 - Jianting Chen, Ling Ding, Yunxiao Yang, Zaiyuan Di, Yang Xiang:
Domain Adversarial Active Learning for Domain Generalization Classification. 226-238 - Wei Huang, Yunxiao Zhang, Shangmin Guo, Yu-Ming Shang, Xiangling Fu:
DynImpt: A Dynamic Data Selection Method for Improving Model Training Efficiency. 239-252 - Yuxin Wang, Xiannian Hu, Quan Gan, Xuanjing Huang, Xipeng Qiu, David Wipf:
Efficient Link Prediction via GNN Layers Induced by Negative Sampling. 253-264 - Wen-Ji Zhou, Yuhang Zheng, Yinfu Feng, Yunan Ye, Rong Xiao, Long Chen, Xiaosong Yang, Jun Xiao:
ENCODE: Breaking the Trade-Off Between Performance and Efficiency in Long-Term User Behavior Modeling. 265-277 - Yang Cao, Shuo Shang, Jun Wang, Wei Zhang:
Explainable Session-Based Recommendation via Path Reasoning. 278-290 - Zezhi Shao, Fei Wang, Yongjun Xu, Wei Wei, Chengqing Yu, Zhao Zhang, Di Yao, Tao Sun, Guangyin Jin, Xin Cao, Gao Cong, Christian S. Jensen, Xueqi Cheng:
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis. 291-305 - Tengwei Song, Long Yin, Yang Liu, Long Liao, Jie Luo, Zhiqiang Xu:
Expressiveness Analysis and Enhancing Framework for Geometric Knowledge Graph Embedding Models. 306-318 - Hao Yu, Ke Liang, Dayu Hu, Wenxuan Tu, Chuan Ma, Sihang Zhou, Xinwang Liu:
GZOO: Black-Box Node Injection Attack on Graph Neural Networks via Zeroth-Order Optimization. 319-333 - Thanh Tam Nguyen, Thanh Toan Nguyen, Matthias Weidlich, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin, Alan Wee-Chung Liew:
Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer. 334-350 - Yi Yang, John P. Lalor, Ahmed Abbasi, Daniel Dajun Zeng:
Hierarchical Deep Document Model. 351-364 - Dengsheng Wu, Huidong Wu, Jianping Li:
Hierarchy-Aware Adaptive Graph Neural Network. 365-378 - Wentao Wu:
Hybrid Cost Modeling for Reducing Query Performance Regression in Index Tuning. 379-391 - Xun Song, Jiaqi Zheng, Hao Qian, Shiju Zhao, Hongxuan Zhang, Xuntao Pan, Guihai Chen:
In Search of a Memory-Efficient Framework for Online Cardinality Estimation. 392-407 - Peng Fang, Zhenli Li, Arijit Khan, Siqiang Luo, Fang Wang, Zhan Shi, Dan Feng:
Information-Oriented Random Walks and Pipeline Optimization for Distributed Graph Embedding. 408-422 - Zhidan Liu, Yingqian Zhou, Xiaosi Liu, Haodi Zhang, Yabo Dong, Dongming Lu, Kaishun Wu:
Learning Road Network Index Structure for Efficient Map Matching. 423-437 - Dezheng Wang, Rongjie Liu, Congyan Chen, Shihua Li:
MPM: Multi Patterns Memory Model for Short-Term Time Series Forecasting. 438-448 - Yilun Liu, Ruihong Qiu, Yanran Tang, Hongzhi Yin, Zi Huang:
PUMA: Efficient Continual Graph Learning for Node Classification With Graph Condensation. 449-461 - Puning Zhang, Miao Fu, Rongjian Zhao, Hongbin Zhang, Changchun Luo:
PURE: Personality-Coupled Multi-Task Learning Framework for Aspect-Based Multimodal Sentiment Analysis. 462-477 - Guangjie Zeng, Hao Peng, Angsheng Li, Jia Wu, Chunyang Liu, Philip S. Yu:
Scalable Semi-Supervised Clustering via Structural Entropy With Different Constraints. 478-492 - Wei Guan, Jian Cao, Haiyan Zhao, Yang Gu, Shiyou Qian:
Survey and Benchmark of Anomaly Detection in Business Processes. 493-512 - Athanasios Koukosias, Christos Anagnostopoulos, Kostas Kolomvatsos:
Task-Aware Data Selectivity in Pervasive Edge Computing Environments. 513-525 - Fobo Shi, Duantengchuan Li, Xiaoguang Wang, Bing Li, Xindong Wu:
TGformer: A Graph Transformer Framework for Knowledge Graph Embedding. 526-541 - Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen, Yangyang Zhao, Yuxuan Zhang:
Y-Graph: A Max-Ascent-Angle Graph for Detecting Clusters. 542-556
Volume 37, Number 2, February 2025
- Yinzhao Yan, Raymond Chi-Wing Wong, Christian S. Jensen:
An Efficiently Updatable Path Oracle for Terrain Surfaces. 557-571 - Jiayun Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Contextual Inference From Sparse Shopping Transactions Based on Motif Patterns. 572-583 - Jiawei Jiang, Hao Huang, Zhigao Zheng, Yi Wei, Fangcheng Fu, Xiaosen Li, Bin Cui:
Detecting and Analyzing Motifs in Large-Scale Online Transaction Networks. 584-596 - Zhihui Wang, Jianrui Chen, Zhongshi Shao, Zhen Wang:
Dual-View Desynchronization Hypergraph Learning for Dynamic Hyperedge Prediction. 597-612 - Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Xi Zhang, Senzhang Wang, Philip S. Yu, Chaozhuo Li:
Early Detection of Multimodal Fake News via Reinforced Propagation Path Generation. 613-625 - Tongfeng Weng, Yumeng Liu, Mo Sha, Xinyuan Chen, Xu Zhou, Kenli Li, Kian-Lee Tan:
Efficient Projection-Based Algorithms for Tip Decomposition on Dynamic Bipartite Graphs. 626-640 - Guoli Wu, Zhiyong Feng, Shizhan Chen, Hongyue Wu, Xiao Xue, Jianmao Xiao, Guodong Fan, Hongqi Chen, Jingyu Li:
FairSort: Learning to Fair Rank for Personalized Recommendations in Two-Sided Platforms. 641-654 - Qiqi Zhang, Lingyang Chu, Zijin Zhao, Jian Pei:
Finding Antagonistic Communities in Signed Uncertain Graphs. 655-669 - Tian Yang, Fansong Yan, Fengcai Qiao, Jieting Wang, Yuhua Qian:
Fusing Monotonic Decision Tree Based on Related Family. 670-684 - Fuyuan Cao, Xuechun Jing, Kui Yu, Jiye Liang:
FWCEC: An Enhanced Feature Weighting Method via Causal Effect for Clustering. 685-697 - Jianjun Li, Yuhui Deng, Jiande Huang, Yi Zhou, Qifen Yang, Geyong Min:
Gecko: Efficient Sliding Window Aggregation With Granular-Based Bulk Eviction Over Big Data Streams. 698-709 - Hao Chen, Yuanchen Bei, Wenbing Huang, Shengyuan Chen, Feiran Huang, Xiao Huang:
Graph Cross-Correlated Network for Recommendation. 710-723 - Runze Yang, Hao Peng, Angsheng Li, Peng Li, Chunyang Liu, Philip S. Yu:
Hierarchical Abstracting Graph Kernel. 724-738 - Zheng Hu, Satoshi Nakagawa, Yan Zhuang, Jiawen Deng, Shimin Cai, Tao Zhou, Fuji Ren:
Hierarchical Denoising for Robust Social Recommendation. 739-753 - Yuanbo Xu, Fuzhen Zhuang, En Wang, Chaozhuo Li, Jie Wu:
Learning Without Missing-At-Random Prior Propensity-A Generative Approach for Recommender Systems. 754-765 - Meng Wang, Mengfei Zhao, Hui Li, Jiangtao Cui, Bo Yang, Tao Xue:
MC$^{2}$2LS: Towards Efficient Collective Location Selection in Competition. 766-780 - Zeyu Zhang, Chaozhuo Li, Xu Chen, Xing Xie, Philip S. Yu:
Meta Recommendation With Robustness Improvement. 781-793 - Xiao Li, Huan Li, Hua Lu, Christian S. Jensen:
Modeling and Monitoring of Indoor Populations Using Sparse Positioning Data. 794-809 - Zengmao Wang, Yunzhen Feng, Xin Zhang, Renjie Yang, Bo Du:
Multi-Modal Correction Network for Recommendation. 810-822 - Ziyu Zhao, Anpeng Wu, Kun Kuang, Ruoxuan Xiong, Bo Li, Zhihua Wang, Fei Wu:
Networked Instrumental Variable for Treatment Effect Estimation With Unobserved Confounders. 823-836 - Qianli Zhou, Witold Pedrycz, Yong Deng:
Order-2 Probabilistic Information Fusion on Random Permutation Set. 837-850 - Jiawei Xue, Takahiro Yabe, Kota Tsubouchi, Jianzhu Ma, Satish V. Ukkusuri:
Predicting Individual Irregular Mobility via Web Search-Driven Bipartite Graph Neural Networks. 851-864 - Qiang Gao, Zhengxiang Liu, Li Huang, Kunpeng Zhang, Jun Wang, Guisong Liu:
Relational Stock Selection via Probabilistic State Space Learning. 865-880 - Xiaoxiao Ma, Fanzhen Liu, Jia Wu, Jian Yang, Shan Xue, Quan Z. Sheng:
Rethinking Unsupervised Graph Anomaly Detection With Deep Learning: Residuals and Objectives. 881-895 - Haipeng Ding, Zhewei Wei, Yuhang Ye:
Scalable and Effective Graph Neural Networks via Trainable Random Walk Sampling. 896-909 - Zexu Sun, Bowei He, Shiqi Shen, Zhipeng Wang, Zhi Gong, Chen Ma, Qi Qi, Xu Chen:
Sequential Causal Effect Estimation by Jointly Modeling the Unmeasured Confounders and Instrumental Variables. 910-922 - Jie Li, Ke Deng, Jianxin Li, Yongli Ren:
Session-Oriented Fairness-Aware Recommendation via Dual Temporal Convolutional Networks. 923-935 - Shuliang Wang, Qianyu Yang, Sijie Ruan, Cheng Long, Ye Yuan, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng:
Spatial Meta Learning With Comprehensive Prior Knowledge Injection for Service Time Prediction. 936-950 - Jianke Yu, Hanchen Wang, Xiaoyang Wang, Zhao Li, Lu Qin, Wenjie Zhang, Jian Liao, Ying Zhang, Bailin Yang:
Temporal Insights for Group-Based Fraud Detection on e-Commerce Platforms. 951-965 - Wei Wu, Shiqi Li, Mi Jiang, Chuan Luo, Fangfang Li:
Time- and Space-Efficiently Sketching Billion-Scale Attributed Networks. 966-978 - Feiping Nie, Runxin Zhang, Yu Duan, Rong Wang:
Unconstrained Fuzzy C-Means Based on Entropy Regularization: An Equivalent Model. 979-990 - Shuo Shang, Zhitao Yao, Hao Fu, Chongyang Tao, Xiuying Chen, Feng Wang, Yongbo Wang, Zhaochun Ren, Shen Gao:
Unified Multi-Scenario Summarization Evaluation and Explanation. 991-1003 - Chao Li, Shifei Ding, Xiao Xu, Lili Guo, Ling Ding, Xindong Wu:
Vertical Federated Density Peaks Clustering Under Nonlinear Mapping. 1004-1017
Volume 37, Number 3, March 2025
- Yuxuan Zhou, Shang Gao, Dandan Guo, Xiaohui Wei, Jon Rokne, Hui Wang:
A Survey of Change Point Detection in Dynamic Graphs. 1030-1048 - Qian Zhou, Wei Chen, Li Zhang, An Liu, Junhua Fang, Lei Zhao:
ADMH-ER: Adaptive Denoising Multi-Modal Hybrid for Entity Resolution. 1049-1063 - Lu Bai, Lixin Cui, Ming Li, Peng Ren, Yue Wang, Lichi Zhang, Philip S. Yu, Edwin R. Hancock:
AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks. 1064-1078 - Canyu Zhang, Feiping Nie, Rong Wang:
Anchor Guided Unsupervised Domain Adaptation. 1079-1090 - Longquan Liao, Linjiang Zheng, Jiaxing Shang, Xu Li, Fengwen Chen:
ATPF: An Adaptive Temporal Perturbation Framework for Adversarial Attacks on Temporal Knowledge Graph. 1091-1104 - Hongchao Qin, Gao Sen, Rong-Hua Li, Hongzhi Chen, Ye Yuan, Guoren Wang:
Colorful Star Motif Counting: Concepts, Algorithms and Applications. 1105-1125 - Yunfei Yin, Yiming Pan, Xianjian Bao, Faliang Huang:
Conversational Recommendations With User Entity Focus and Multi-Granularity Latent Variable Enhancement. 1126-1139 - Zhe Zhao, Pengkun Wang, Xu Wang, Haibin Wen, Xiaolong Xie, Zhengyang Zhou, Qingfu Zhang, Yang Wang:
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks. 1140-1153 - Ling Cheng, Feida Zhu, Qian Shao, Jiashu Pu, Fengzhu Zeng:
Early Detection of Malicious Crypto Addresses With Asset Path Tracing and Selection. 1154-1166 - Xu Cheng, Fan Shi, Yao Zhang, Huan Li, Xiufeng Liu, Shengyong Chen:
FRAME: Feature Rectification for Class Imbalance Learning. 1167-1181 - Can Gao, Xiaofeng Tan, Jie Zhou, Weiping Ding, Witold Pedrycz:
Fuzzy Granule Density-Based Outlier Detection With Multi-Scale Granular Balls. 1182-1197 - Kai Wang, Dan Lin, Siqiang Luo:
Graph Percolation Embeddings for Efficient Knowledge Graph Inductive Reasoning. 1198-1212 - Xueqi Cheng, Yuanzheng Wang, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Keping Bi:
GSM-EL: A Generalizable Symbol-Manipulation Approach for Entity Linking. 1213-1226 - Waqar Ali, Khalid Umer, Xiangmin Zhou, Jie Shao:
HidAttack: An Effective and Undetectable Model Poisoning Attack to Federated Recommenders. 1227-1240 - Shenghong He, Chao Yu, Qian Lin, Shangqin Mao, Bo Tang, Qianlong Xie, Xingxing Wang:
Hierarchical Multi-Agent Meta-Reinforcement Learning for Cross-Channel Bidding. 1241-1254 - Zhida Qin, Wentao Cheng, Wenxing Ding, Gangyi Ding:
Hyperbolic Graph Contrastive Learning for Collaborative Filtering. 1255-1267 - Zhaolong Ling, Jingxuan Wu, Yiwen Zhang, Peng Zhou, Xingyu Wu, Kui Yu, Xindong Wu:
Label-Aware Causal Feature Selection. 1268-1281 - Youwen Zhu, Yuanyuan Hong, Qiao Xue, Xiao Lan, Yushu Zhang, Yong Xiang:
LDGI: Location-Discriminative Geo-Indistinguishability for Location Privacy. 1282-1293 - Jian Chen, Hong Gao, Yuhong Shi, Junle Chen, Donghua Yang, Jianzhong Li:
Maximizing Influence Query Over Indoor Trajectories. 1294-1310 - Wenfei Wu, Yuchen Xu:
MimoSketch: A Framework for Frequency-Based Mining Tasks on Multiple Nodes With Sketches. 1311-1324 - Liangmin Guo, Shiming Zhou, Haiyue Tang, Xiaoyao Zheng, Yonglong Luo:
Multi-Behavior Hypergraph Contrastive Learning for Session-Based Recommendation. 1325-1338 - Ya-Wen Teng, Yishuo Shi, De-Nian Yang, Chih-Hua Tai, Philip S. Yu, Ming-Syan Chen:
Multi-Grade Revenue Maximization for Promotional and Competitive Viral Marketing in Social Networks. 1339-1353 - Jie Liu, Chunhai Zhang, Zhicheng He, Wenzheng Zhang, Na Li:
Network-to-Network: Self-Supervised Network Representation Learning via Position Prediction. 1354-1365 - Xuan Rao, Renhe Jiang, Shuo Shang, Lisi Chen, Peng Han, Bin Yao, Panos Kalnis:
Next Point-of-Interest Recommendation With Adaptive Graph Contrastive Learning. 1366-1379 - Chao Fu, Guannan Liu, Kun Yuan, Junjie Wu:
Nowhere to H2IDE: Fraud Detection From Multi-Relation Graphs via Disentangled Homophily and Heterophily Identification. 1380-1393 - Sanfeng Zhang, Luyao Huang, Zheng Zhang, Wenduan Xu, Wang Yang, Linfeng Liu:
RMD-Graph: Adversarial Attacks Resisting Malicious Domain Detection Based on Dual Denoising. 1394-1410 - Zhanbo Feng, Yuanjie Wang, Jie Li, Fan Yang, Jiong Lou, Tiebin Mi, Robert Caiming Qiu, Zhenyu Liao:
Robust and Communication-Efficient Federated Domain Adaptation via Random Features. 1411-1424 - Weichao Yan, Hao Ma, Zaiyue Yang:
Segmented Sequence Prediction Using Variable-Order Markov Model Ensemble. 1425-1438 - Hanxuan Wang, Na Lu, Zixuan Wang, Yuxuan Yan, Gustavo Carneiro, Zhen Wang:
Self-Correcting Clustering. 1439-1454 - Bingxu Zhang, Changjun Fan, Shixuan Liu, Kuihua Huang, Xiang Zhao, Jincai Huang, Zhong Liu:
The Expressive Power of Graph Neural Networks: A Survey. 1455-1474 - Yan Lin, Zeyu Zhou, Yichen Liu, Haochen Lv, Haomin Wen, Tianyi Li, Yushuai Li, Christian S. Jensen, Shengnan Guo, Youfang Lin, Huaiyu Wan:
UniTE: A Survey and Unified Pipeline for Pre-Training Spatiotemporal Trajectory Embeddings. 1475-1494 - Zhenyu Guo, Qinghua Shang, Xin Li, Chengyi Li, Zijian Zhang, Zhuo Zhang, Jingjing Hu, Jincheng An, Chuanming Huang, Yang Chen, Yuguang Cai:
Web-FTP: A Feature Transferring-Based Pre-Trained Model for Web Attack Detection. 1495-1507
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