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IEEE Transactions on Knowledge and Data Engineering, Volume 36
Volume 36, Number 1, January 2024
- Armin Danesh Pazho
, Ghazal Alinezhad Noghre
, Arnab A. Purkayastha
, Jagannadh Vempati
, Martin Otto
, Hamed Tabkhi
:
A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems. 1-20 - Chenhe Dong
, Ying Shen
, Shiyang Lin
, Zhenzhou Lin
, Yang Deng
:
A Unified Framework for Contextual and Factoid Question Generation. 21-34 - An-An Liu
, Haochun Lu
, Heyu Zhou
, Tian-Bao Li
, Mohan S. Kankanhalli
:
Balanced Class-Incremental 3D Object Classification and Retrieval. 35-48 - Zhiwen Yu
, Zhijie Zhong
, Kaixiang Yang
, Wenming Cao
, C. L. Philip Chen
:
Broad Learning Autoencoder With Graph Structure for Data Clustering. 49-61 - Xiaocao Ouyang
, Yan Yang
, Wei Zhou
, Yiling Zhang
, Hao Wang
, Wei Huang
:
CityTrans: Domain-Adversarial Training With Knowledge Transfer for Spatio-Temporal Prediction Across Cities. 62-76 - Liangshao Hou
, Delin Chu
, Li-Zhi Liao
:
Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization. 77-89 - Zhihao Shen
, Shun Li
, Xi Zhao
, Jianhua Zou
:
CT-Auth: Capacitive Touchscreen-Based Continuous Authentication on Smartphones. 90-106 - Xiaolong Wan
, Xixian Han
, Jinbao Wang
, Jianzhong Li
:
Efficient Discovery of Functional Dependencies on Massive Data. 107-121 - Yinbin Miao
, Yutao Yang
, Xinghua Li
, Linfeng Wei
, Zhiquan Liu
, Robert H. Deng
:
Efficient Privacy-Preserving Spatial Data Query in Cloud Computing. 122-136 - Efrén Rama-Maneiro
, Juan Carlos Vidal
, Manuel Lama
:
Embedding Graph Convolutional Networks in Recurrent Neural Networks for Predictive Monitoring. 137-151 - Ziyang Wang
, Wei Wei
, Shanshan Feng
, Xian-Ling Mao
, Minghui Qiu
, Dangyang Chen
, Rui Fang
:
Exploiting Group-Level Behavior Pattern for Session-Based Recommendation. 152-166 - Huan Rong
, Gongchi Chen
, Tinghuai Ma
, Victor S. Sheng
, Elisa Bertino
:
FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced Documents With Hybrid-Mask at the Hidden-State Level. 167-183 - Yu Liu
, Qian Ge, Wei Luo, Qiang Huang, Lei Zou
, Haixu Wang, Xin Li
, Chang Liu
:
GraphMM: Graph-Based Vehicular Map Matching by Leveraging Trajectory and Road Correlations. 184-198 - Ting-Ting Su
, Chang-Dong Wang
, Wudong Xi
, Jian-Huang Lai
, Philip S. Yu
:
Hierarchical Alignment With Polar Contrastive Learning for Next-Basket Recommendation. 199-210 - Lianwei Wu
, Pusheng Liu
, Yongqiang Zhao, Peng Wang
, Yanning Zhang
:
Human Cognition-Based Consistency Inference Networks for Multi-Modal Fake News Detection. 211-225 - Ke Liang
, Yue Liu
, Sihang Zhou
, Wenxuan Tu
, Yi Wen
, Xihong Yang
, Xiangjun Dong
, Xinwang Liu
:
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure. 226-238 - Lei Zhu
, Chaoqun Zheng
, Weili Guan
, Jingjing Li
, Yang Yang
, Heng Tao Shen
:
Multi-Modal Hashing for Efficient Multimedia Retrieval: A Survey. 239-260 - Haonan Zhang
, Yuyang Ren
, Luoyi Fu
, Xinbing Wang
, Guihai Chen
, Chenghu Zhou
:
Multi-Scale Self-Supervised Graph Contrastive Learning With Injective Node Augmentation. 261-274 - Yixin Chen
, Di Jiang
, Conghui Tan
, Yuanfeng Song
, Chen Jason Zhang
, Lei Chen
:
Neural Moderation of ASMR Erotica Content in Social Networks. 275-280 - Hanchen Wang
, Jianke Yu
, Xiaoyang Wang
, Chen Chen
, Wenjie Zhang
, Xuemin Lin
:
Neural Similarity Search on Supergraph Containment. 281-295 - Xinyue Sun
, Qingqing Ye
, Haibo Hu
, Jiawei Duan
, Qiao Xue
, Tianyu Wo
, Jie Xu
:
PUTS: Privacy-Preserving and Utility-Enhancing Framework for Trajectory Synthesization. 296-310 - Byungjin Cho
, Yu Xiao
, Pan Hui
, Daoyi Dong
:
Quantum Bandit With Amplitude Amplification Exploration in an Adversarial Environment. 311-317 - Rundong He
, Zhongyi Han
, Xiankai Lu
, Yilong Yin
:
SAFER-STUDENT for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data. 318-334 - Junliang Yu
, Hongzhi Yin
, Xin Xia
, Tong Chen
, Jundong Li
, Zi Huang
:
Self-Supervised Learning for Recommender Systems: A Survey. 335-355 - Fan Zhang
, Haicheng Guo
, Dian Ouyang
, Shiyu Yang
, Xuemin Lin
, Zhihong Tian
:
Size-Constrained Community Search on Large Networks: An Effective and Efficient Solution. 356-371 - Chuanpan Zheng
, Xiaoliang Fan
, Shirui Pan
, Haibing Jin
, Zhaopeng Peng
, Zonghan Wu
, Cheng Wang
, Philip S. Yu
:
Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting. 372-385 - Yuankai Wu
, Hongyu Yang
, Yi Lin
, Hong Liu
:
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction. 386-400 - Zeyu Wang
, Zhenying He
, Peng Wang
, Yang Wang
, Wei Wang
:
Static and Streaming Discovery of Maximal Linear Representation Between Time Series. 401-415 - Xiao Luo
, Yusheng Zhao
, Yifang Qin
, Wei Ju
, Ming Zhang
:
Towards Semi-Supervised Universal Graph Classification. 416-428 - Junfan Huang
, Peipei Kang
, Na Han
, Yonghao Chen
, Xiaozhao Fang
, Hongbo Gao
, Guoxu Zhou
:
Two-Stage Asymmetric Similarity Preserving Hashing for Cross-Modal Retrieval. 429-444 - Li Liu
, Penggang Chen
, Xin Li
, William Kwok-Wai Cheung
, Youmin Zhang
, Qun Liu
, Guoyin Wang
:
WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning. 445-458
Volume 36, Number 2, February 2024
- Shengyu Zhang
, Ziqi Jiang
, Jiangchao Yao
, Fuli Feng
, Kun Kuang
, Zhou Zhao
, Shuo Li
, Hongxia Yang
, Tat-Seng Chua
, Fei Wu
:
Causal Distillation for Alleviating Performance Heterogeneity in Recommender Systems. 459-474 - Yue Wang
, Yao Wan
, Lu Bai
, Lixin Cui
, Zhuo Xu
, Ming Li
, Philip S. Yu
, Edwin R. Hancock
:
Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus. 475-489 - Yangyang Wu
, Jun Wang
, Xiaoye Miao
, Wenjia Wang
, Jianwei Yin
:
Differentiable and Scalable Generative Adversarial Models for Data Imputation. 490-503 - Xinyu Chen
, Chengyuan Zhang
, Xiaoxu Chen
, Nicolas Saunier
, Lijun Sun
:
Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. 504-517 - Dan Zhang
, Wenzheng Feng
, Yuandong Wang
, Zhongang Qi
, Ying Shan, Jie Tang
:
DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction. 518-529 - Donghao Zhang
, Zhenyu Liu
, Weiqiang Jia
, Fei Wu
, Hui Liu
, Jianrong Tan
:
Dual Attention Graph Convolutional Network for Relation Extraction. 530-543 - Pan Li
, Maofei Que
, Alexander Tuzhilin
:
Dual Contrastive Learning for Efficient Static Feature Representation in Sequential Recommendations. 544-555 - Yalan Qin
, Nan Pu
, Hanzhou Wu
:
Elastic Multi-View Subspace Clustering With Pairwise and High-Order Correlations. 556-568 - Tianyang Xie
, Yong Ge
:
Enhance Knowledge Graph Embedding by Mixup. 569-580 - Zhezheng Hao
, Zhoumin Lu
, Guoxu Li
, Feiping Nie
, Rong Wang
, Xuelong Li
:
Ensemble Clustering With Attentional Representation. 581-593 - Tianyu Xu
, Jianfeng Qu
, Wen Hua
, Zhixu Li
, Jiajie Xu
, An Liu
, Lei Zhao
, Xiaofang Zhou
:
Evidence Reasoning and Curriculum Learning for Document-Level Relation Extraction. 594-607 - Jian Zeng
, Leong Hou U
, Xiao Yan
, Yan Li, Mingji Han, Bo Tang
:
Extracting Top- Frequent and Diversified Patterns in Knowledge Graphs. 608-626 - Yu Sun
, Shaoxu Song
, Xiaojie Yuan:
From Minimum Change to Maximum Density: On Determining Near-Optimal S-Repair. 627-639 - Jun Xia
, Haitao Lin
, Yongjie Xu
, Cheng Tan
, Lirong Wu
, Siyuan Li
, Stan Z. Li
:
GNN Cleaner: Label Cleaner for Graph Structured Data. 640-651 - Wei Fang
, Haipeng Jiang
, Hengyang Lu
, Jun Sun
, Xiaojun Wu
, Jerry Chun-Wei Lin
:
GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets. 652-667 - Yuanbo Xu
, En Wang
, Yongjian Yang
, Hui Xiong
:
GS-RS: A Generative Approach for Alleviating Cold Start and Filter Bubbles in Recommender Systems. 668-681 - Ling Yang
, Jiayi Zheng
, Heyuan Wang
, Zhongyi Liu
, Zhilin Huang
, Shenda Hong
, Wentao Zhang
, Bin Cui
:
Individual and Structural Graph Information Bottlenecks for Out-of-Distribution Generalization. 682-693 - Jiongnan Liu
, Zhicheng Dou
, Jian-Yun Nie
, Ji-Rong Wen
:
Integrated Personalized and Diversified Search Based on Search Logs. 694-707 - Yan Leng
, Tara Sowrirajan
, Yujia Zhai
, Alex Pentland
:
Interpretable Stochastic Block Influence Model: Measuring Social Influence Among Homophilous Communities. 708-714 - Xiangru Zhu
, Zhixu Li
, Xiaodan Wang
, Xueyao Jiang
, Penglei Sun
, Xuwu Wang
, Yanghua Xiao
, Nicholas Jing Yuan:
Multi-Modal Knowledge Graph Construction and Application: A Survey. 715-735 - Wei Zhang
, Zhaohong Deng
, Te Zhang
, Kup-Sze Choi
, Shitong Wang
:
Multi-View Fuzzy Representation Learning With Rules Based Model. 736-749 - Reinald Adrian Pugoy
, Hung-Yu Kao
:
NEAR: Non-Supervised Explainability Architecture for Accurate Review-Based Collaborative Filtering. 750-765 - Yuechen Tao
, Bo Li
, Baochun Li
:
On Atomicity and Confidentiality Across Blockchains Under Failures. 766-780 - Man Zhang
, Xinghua Li
, Yinbin Miao, Bin Luo
, Yanbing Ren
, Siqi Ma
:
PEAK: Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity in LBS. 781-794 - Hong Xie
, Mingze Zhong
, Xiaoyu Shi
, Xiaoying Zhang
, Jiang Zhong
, Mingsheng Shang
:
Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating Systems. 795-808 - Yifu Tang
, Jianxin Li
, Nur Al Hasan Haldar
, Ziyu Guan
, Jiajie Xu
, Chengfei Liu
:
Reliability-Driven Local Community Search in Dynamic Networks. 809-822 - Li Ni
, Junnan Ge
, Yiwen Zhang
, Wenjian Luo
, Victor S. Sheng
:
Semi-Supervised Local Community Detection. 823-839 - Chunyu Liu
, Wei Wu
, Siyu Wu
, Lu Yuan
, Rui Ding
, Fuhui Zhou
, Qihui Wu
:
Social-Enhanced Explainable Recommendation With Knowledge Graph. 840-853 - Yuxin Yao
, Eann A. Patterson
, Richard J. Taylor
:
The Influence of Digital Technologies on Knowledge Management in Engineering: A Systematic Literature Review. 854-867 - Wen-Zhi Li
, Chang-Dong Wang
, Jian-Huang Lai
, Philip S. Yu
:
Towards Effective and Robust Graph Contrastive Learning With Graph Autoencoding. 868-881 - Dimah Dera
, Sabeen Ahmed
, Nidhal Carla Bouaynaya
, Ghulam Rasool
:
TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs. 882-896 - Yonghao Chen
, Xiaozhao Fang
, Yuanyuan Liu
, Wei Zheng
, Peipei Kang
, Na Han
, Shengli Xie
:
Two-Step Strategy for Domain Adaptation Retrieval. 897-912 - Junliang Yu
, Xin Xia
, Tong Chen
, Lizhen Cui
, Nguyen Quoc Viet Hung
, Hongzhi Yin
:
XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation. 913-926
Volume 36, Number 3, March 2024
- Bin Luo
, Xinghua Li
, Ximeng Liu
, Jingjing Guo
, Yanbing Ren
, Siqi Ma
, Jianfeng Ma
:
$D^{2}MTS$: Enabling Dependable Data Collection With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing. 927-942 - Xiaoye Qu
, Yingjie Gu
, Qingrong Xia
, Zechang Li
, Zhefeng Wang
, Baoxing Huai
:
A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends. 943-959 - Chakib Fettal
, Lazhar Labiod
, Mohamed Nadif
:
Boosting Subspace Co-Clustering via Bilateral Graph Convolution. 960-971 - Qiaoyu Tan
, Xin Zhang
, Xiao Huang
, Hao Chen
, Jundong Li
, Xia Hu
:
Collaborative Graph Neural Networks for Attributed Network Embedding. 972-986 - Shijie Zhang
, Wei Yuan
, Hongzhi Yin
:
Comprehensive Privacy Analysis on Federated Recommender System Against Attribute Inference Attacks. 987-999 - Yao Tian
, Xi Zhao
, Xiaofang Zhou
:
DB-LSH 2.0: Locality-Sensitive Hashing With Query-Based Dynamic Bucketing. 1000-1015 - Han Chen
, Hanchen Wang
, Hongmei Chen
, Ying Zhang
, Wenjie Zhang
, Xuemin Lin
:
Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions. 1016-1029 - Chuan Shi
, Houye Ji
, Zhiyuan Lu
, Ye Tang
, Pan Li
, Cheng Yang
:
Distance Information Improves Heterogeneous Graph Neural Networks. 1030-1043 - Jiancheng Du, Yang Gao
:
Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization. 1044-1055 - Hongbin Zhang
, Qixin Zhang
, Feng Wu, Yu Yang
:
Dynamic Assortment Selection Under Inventory and Limited Switches Constraints. 1056-1068 - Renjie Sun
, Yanping Wu
, Xiaoyang Wang
, Chen Chen
, Wenjie Zhang
, Xuemin Lin
:
Efficient Balanced Signed Biclique Search in Signed Bipartite Graphs. 1069-1083 - Fuyuan Cao
, Qingqiang Chen
, Ying Xing
, Jiye Liang
:
Efficient Classification by Removing Bayesian Confusing Samples. 1084-1098 - Yu Wang
, Liang Hu
, Xiaofeng Cao
, Yi Chang
, Ivor W. Tsang
:
Enhancing Locally Adaptive Smoothing of Graph Neural Networks Via Laplacian Node Disagreement. 1099-1112 - Dingqi Yang
, Bingqing Qu
, Paolo Rosso
, Philippe Cudré-Mauroux
:
Fast and Slow Thinking: A Two-Step Schema-Aware Approach for Instance Completion in Knowledge Graphs. 1113-1129 - Zhi Chen
, Jiang Duan
, Li Kang
, Hongyan Xu
, Rui Chen
, Guoping Qiu
:
Generating Counterfactual Instances for Explainable Class-Imbalance Learning. 1130-1144 - Kai Yao
, Lijun Chang
, Lu Qin
:
Identifying Large Structural Balanced Cliques in Signed Graphs. 1145-1160 - Hanlin Zhang
, Shuai Lin
, Weiyang Liu
, Pan Zhou
, Jian Tang, Xiaodan Liang
, Eric P. Xing:
Iterative Graph Self-Distillation. 1161-1169 - Quanxiu Wang
, Xinlei Cao
, Jianyong Wang
, Wei Zhang
:
Knowledge-Aware Collaborative Filtering With Pre-Trained Language Model for Personalized Review-Based Rating Prediction. 1170-1182 - Lai Wei
, Shiteng Liu
, Rigui Zhou
, Changming Zhu
, Jin Liu
:
Learning Idempotent Representation for Subspace Clustering. 1183-1197 - Shiou-Chi Li
, Jen-Wei Huang
:
Let the Information Fly: Reconstructing Social Network After a Node Deleted. 1198-1209 - Mei Zhang
, Yong-Dao Zhou
, Zheng Zhou
, Aijun Zhang
:
Model-Free Subsampling Method Based on Uniform Designs. 1210-1220 - Lianhong Wang
, Xiaoyao Li
, Zhihui Luo, Zinan Hu
, Qing Yan:
Multivariate Cognitive Response Framework for Student Performance Prediction on MOOC. 1221-1233 - Sisi Wang
, Feiping Nie
, Zheng Wang
, Rong Wang
, Xuelong Li:
Outliers Robust Unsupervised Feature Selection for Structured Sparse Subspace. 1234-1248 - Giulio Ermanno Pibiri
, Roberto Trani
:
Parallel and External-Memory Construction of Minimal Perfect Hash Functions With PTHash. 1249-1259 - Qiannan Zhu
, Haobo Zhang, Qing He, Zhicheng Dou
:
Query-Aware Explainable Product Search With Reinforcement Knowledge Graph Reasoning. 1260-1273 - Huawen Liu
, Wenhua Zhou
, Zongda Wu
, Shichao Zhang
, Gang Li
, Xuelong Li
:
Refining Codes for Locality Sensitive Hashing. 1274-1284 - Zeli Guan
, Yawen Li
, Zhenhui Pan
, Yuxin Liu
, Zhe Xue
:
RFDG: Reinforcement Federated Domain Generalization. 1285-1298 - Siyuan Guo
, Lixin Zou
, Hechang Chen
, Bohao Qu
, Haotian Chi
, Philip S. Yu
, Yi Chang
:
Sample Efficient Offline-to-Online Reinforcement Learning. 1299-1310 - Yanting Yin
, Yajing Wu
, Xuebing Yang
, Wensheng Zhang
, Xiaojie Yuan:
Super Resolution Graph With Conditional Normalizing Flows for Temporal Link Prediction. 1311-1327 - Delvin Ce Zhang
, Hady W. Lauw
:
Topic Modeling on Document Networks With Dirichlet Optimal Transport Barycenter. 1328-1340 - Dimitrios Tsitsigkos
, Panagiotis Bouros
, Konstantinos Lampropoulos
, Nikos Mamoulis
, Manolis Terrovitis
:
Two-Layer Space-Oriented Partitioning for Non-Point Data. 1341-1355 - Wenjie Feng
, Shenghua Liu
, Danai Koutra
, Xueqi Cheng
:
Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms. 1356-1370 - Yuyan Chen
, Yanghua Xiao
, Zhixu Li
, Bang Liu
:
XMQAs: Constructing Complex-Modified Question-Answering Dataset for Robust Question Understanding. 1371-1384
Volume 36, Number 4, April 2024
- Changan Liu
, Xiaotian Zhou
, Ahad N. Zehmakan
, Zhongzhi Zhang
:
A Fast Algorithm for Moderating Critical Nodes via Edge Removal. 1385-1398 - Nikolaos Nakis
, Abdulkadir Çelikkanat
, Sune Lehmann
, Morten Mørup
:
A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph Representations. 1399-1412 - Linmei Hu
, Zeyi Liu
, Ziwang Zhao
, Lei Hou
, Liqiang Nie
, Juanzi Li
:
A Survey of Knowledge Enhanced Pre-Trained Language Models. 1413-1430 - Yupian Lin
, Tong Ruan
, Jingping Liu
, Haofen Wang
:
A Survey on Neural Data-to-Text Generation. 1431-1449 - Xiaokun Zhang
, Bo Xu
, Fenglong Ma
, Chenliang Li
, Liang Yang
, Hongfei Lin
:
Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation. 1450-1462 - Peng Zhou
, Boao Hu
, Dengcheng Yan
, Liang Du
:
Clustering Ensemble via Diffusion on Adaptive Multiplex. 1463-1474 - Le Yu
, Zihang Liu
, Leilei Sun
, Bowen Du
, Chuanren Liu
, Weifeng Lv
:
Continuous-Time User Preference Modelling for Temporal Sets Prediction. 1475-1488 - Alec F. Diallo
, Paul Patras
:
Deciphering Clusters With a Deterministic Measure of Clustering Tendency. 1489-1501 - Haixin Wang
, Huiyu Jiang
, Jinan Sun
, Shikun Zhang
, Chong Chen
, Xian-Sheng Hua
, Xiao Luo
:
DIOR: Learning to Hash With Label Noise Via Dual Partition and Contrastive Learning. 1502-1517 - Xiaowei Ye
, Rong-Hua Li
, Qiangqiang Dai, Hongzhi Chen, Guoren Wang
:
Efficient $k$k-Clique Counting on Large Graphs: The Power of Color-Based Sampling Approaches. 1518-1536 - Zicun Cong
, Baoxu Shi