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IEEE Trans. Knowl. Data Eng.
1989
1999
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2024
1989
2024
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Publications
volume 36, number 7, 2024
Ming Zhong
,
Junyong Yang
,
Yuanyuan Zhu
,
Tieyun Qian
,
Mengchi Liu
,
Jeffrey Xu Yu
A Unified and Scalable Algorithm Framework of User-Defined Temporal $(k,\mathcal {X})$(k,X)-Core Query.
IEEE Trans. Knowl. Data Eng.
36 (7) (2024)
Benjamin Denham
,
Edmund M.-K. Lai
,
Roopak Sinha
,
M. Asif Naeem
Dynamic Quantification With Constrained Error Under Unknown General Dataset Shift.
IEEE Trans. Knowl. Data Eng.
36 (7) (2024)
Yongfeng Tao
,
Minqiang Yang
,
Huiru Li
,
Yushan Wu
,
Bin Hu
DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection.
IEEE Trans. Knowl. Data Eng.
36 (7) (2024)
Ding Zou
,
Sen Zhao
,
Wei Wei
,
Xian-Ling Mao
,
Ruixuan Li
,
Dangyang Chen
,
Rui Fang
,
Yuanyuan Fu
Towards Hierarchical Intent Disentanglement for Bundle Recommendation.
IEEE Trans. Knowl. Data Eng.
36 (7) (2024)
volume 36, number 9, 2024
Tong Liu
,
Xulong Wang
,
Po Yang
,
Sheng Chen
,
Chris J. Harris
Unsupervised Transfer Aided Lifelong Regression for Learning New Tasks Without Target Output.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Jie Chen
,
Licheng Jiao
,
Xu Liu
,
Lingling Li
,
Fang Liu
,
Puhua Chen
,
Shuyuan Yang
,
Biao Hou
Hierarchical Dynamic Graph Clustering Network.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yu Zhang
,
Feng Zhang
,
Hourun Li
,
Shuhao Zhang
,
Xiaoguang Guo
,
Yuxing Chen
,
Anqun Pan
,
Xiaoyong Du
Data-Aware Adaptive Compression for Stream Processing.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yicong Li
,
Xiangguo Sun
,
Hongxu Chen
,
Sixiao Zhang
,
Yu Yang
,
Guandong Xu
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Canyu Zhang
,
Feiping Nie
,
Rong Wang
,
Xuelong Li
Supervised Feature Selection via Multi-Center and Local Structure Learning.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Xinyuan Zhu
,
Yang Zhang
,
Fuli Feng
,
Xun Yang
,
Dingxian Wang
,
Xiangnan He
Mitigating Hidden Confounding Effects for Causal Recommendation.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Dianlong You
,
Huigui Yan
,
Jiawei Xiao
,
Zhen Chen
,
Di Wu
,
Limin Shen
,
Xindong Wu
Online Learning for Data Streams With Incomplete Features and Labels.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Haodi Zhong
,
Grigorios Loukides
,
Alessio Conte
,
Solon P. Pissis
Ego-Network Segmentation via (Weighted) Jaccard Median.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yuan Wang
,
Zhiqiang Tao
,
Yi Fang
A Unified Meta-Learning Framework for Fair Ranking With Curriculum Learning.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yikai Zhang
,
Jeffrey Xu Yu
,
Ying Zhang
,
Lu Qin
Maintaining Top-$t$ Cores in Dynamic Graphs.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Xiaocan Li
,
Kun Xie
,
Xin Wang
,
Gaogang Xie
,
Kenli Li
,
Jiannong Cao
,
Dafang Zhang
,
Jigang Wen
A Light-Weight and Robust Tensor Convolutional Autoencoder for Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yuan Gao
,
Jinghan Li
,
Xiang Wang
,
Xiangnan He
,
Huamin Feng
,
Yongdong Zhang
Revisiting Attack-Caused Structural Distribution Shift in Graph Anomaly Detection.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Nan Zhang
,
Xiaoqin Zhang
,
Shiliang Sun
Efficient Multiview Representation Learning With Correntropy and Anchor Graph.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Chengyan Ma
,
Di Lu
,
Chaoyue Lv
,
Ning Xi
,
Xiaohong Jiang
,
Yulong Shen
,
Jianfeng Ma
BiTDB: Constructing A Built-in TEE Secure Database for Embedded Systems.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Heyuan Wang
,
Tengjiao Wang
,
Shun Li
,
Jiayi Zheng
,
Weijun Chen
,
Wei Chen
Agree to Disagree: Personalized Temporal Embedding and Routing for Stock Forecast.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Shuyuan Li
,
Yuxiang Zeng
,
Yuxiang Wang
,
Yiman Zhong
,
Zimu Zhou
,
Yongxin Tong
An Experimental Study on Federated Equi-Joins.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Dragan Milicev
,
Zivojin Sustran
Rewriting Queries for Hyper-Relations.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Mohammadreza Najafi
,
Thamir M. Qadah
,
Mohammad Sadoghi
,
Hans-Arno Jacobsen
DIBA: A Re-Configurable Stream Processor.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Meng Geng
,
Youxi Wu
,
Yan Li
,
Jing Liu
,
Philippe Fournier-Viger
,
Xingquan Zhu
,
Xindong Wu
RNP-Miner: Repetitive Nonoverlapping Sequential Pattern Mining.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Lin Chen
,
Xiaofeng Ding
,
Zhifeng Bao
,
Pan Zhou
,
Hai Jin
Differentially Private Federated Learning on Non-iid Data: Convergence Analysis and Adaptive Optimization.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Nianwen Ning
,
Bin Wu
,
Haoqing Ren
,
Qiuyue Li
Graph Alignment Neural Network Model With Graph to Sequence Learning.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Lina Li
,
Yang Liu
,
Guodong Sun
,
Nianfeng Li
Smart Contract Vulnerability Detection Based on Automated Feature Extraction and Feature Interaction.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Xinqi Du
,
Ziyue Li
,
Cheng Long
,
Yongheng Xing
,
Philip S. Yu
,
Hechang Chen
FELight: Fairness-Aware Traffic Signal Control via Sample-Efficient Reinforcement Learning.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Shengda Zhuo
,
Jin-Jie Qiu
,
Chang-Dong Wang
,
Shu-Qiang Huang
Online Feature Selection With Varying Feature Spaces.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yao Yao
,
Bin Liu
,
Haoxun He
,
Dakui Sheng
,
Ke Wang
,
Li Xiao
,
Huanhuan Cao
I-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Jing Zhao
,
Jiajie Xu
,
Yuan Xu
,
Junhua Fang
,
Pingfu Chao
,
Xiaofang Zhou
CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Linlin You
,
Sheng Liu
,
Tao Wang
,
Bingran Zuo
,
Yi Chang
,
Chau Yuen
AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Erhu He
,
Yiqun Xie
,
Weiye Chen
,
Sergii Skakun
,
Han Bao
,
Rahul Ghosh
,
Praveen Ravirathinam
,
Xiaowei Jia
Learning With Location-Based Fairness: A Statistically-Robust Framework and Acceleration.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Xing Tang
,
Ling Chen
GTRL: An Entity Group-Aware Temporal Knowledge Graph Representation Learning Method.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Qihuang Zhong
,
Liang Ding
,
Juhua Liu
,
Bo Du
,
Dacheng Tao
PanDa: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Jia-Yao Chen
,
Shao-Yuan Li
,
Sheng-Jun Huang
,
Songcan Chen
,
Lei Wang
,
Ming-Kun Xie
UNM: A Universal Approach for Noisy Multi-Label Learning.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Mingji Yang
,
Hanzhi Wang
,
Zhewei Wei
,
Sibo Wang
,
Ji-Rong Wen
Efficient Algorithms for Personalized PageRank Computation: A Survey.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Jianhua Wang
,
Jianye Yang
,
Zhaoquan Gu
,
Dian Ouyang
,
Zhihong Tian
,
Xuemin Lin
Efficient Maximal Biclique Enumeration on Large Signed Bipartite Graphs.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Shuchang Zeng
,
Ching-Fang Hsu
,
Lein Harn
,
Yi-Ning Liu
,
Yang Liu
Efficient and Privacy-Preserving Skyline Queries Over Encrypted Data Under a Blockchain-Based Audit Architecture.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Junyi Li
,
Lizhen Wang
,
Peizhong Yang
,
Lihua Zhou
A Novel Algorithm for Efficiently Mining Spatial Multi-Level Co-Location Patterns.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Hui Ye
,
Rajshekhar Sunderraman
,
Shihao Ji
MatchXML: An Efficient Text-Label Matching Framework for Extreme Multi-Label Text Classification.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yan Zhao
,
Xuanlei Chen
,
Guanyu Ye
,
Fangda Guo
,
Kai Zheng
,
Xiaofang Zhou
Task Allocation in Spatial Crowdsourcing: An Efficient Geographic Partition Framework.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yujia Zhou
,
Jing Yao
,
Ledell Wu
,
Zhicheng Dou
,
Ji-Rong Wen
WebUltron: An Ultimate Retriever on Webpages Under the Model-Centric Paradigm.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Lixiang Yuan
,
Mingxing Duan
,
Guoqing Xiao
,
Zhuo Tang
,
Kenli Li
BM-FL: A Balanced Weight Strategy for Multi-Stage Federated Learning Against Multi-Client Data Skewing.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Benyuan Yang
,
Hesuan Hu
An Efficient Verification Approach to Separation of Duty in Attribute-Based Access Control.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Zhen Long
,
Ce Zhu
,
Pierre Comon
,
Yazhou Ren
,
Yipeng Liu
Feature Space Recovery for Efficient Incomplete Multi-View Clustering.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Lirong Wu
,
Haitao Lin
,
Zhangyang Gao
,
Guojiang Zhao
,
Stan Z. Li
A Teacher-Free Graph Knowledge Distillation Framework With Dual Self-Distillation.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yawen Li
,
Zhizhi Yu
,
Dongxiao He
Text-Rich Graph Neural Networks With Subjective-Objective Semantic Modeling.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Rafaël Van Belle
,
Jochen De Weerdt
SHINE: A Scalable Heterogeneous Inductive Graph Neural Network for Large Imbalanced Datasets.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Hao Zhang
,
Yang Liu
,
Xiaoyan Liu
,
Tianming Liang
,
Gaurav Sharma
,
Liang Xue
,
Maozu Guo
Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)
Yumeng Song
,
Yu Gu
,
Tianyi Li
,
Jianzhong Qi
,
Zhenghao Liu
,
Christian S. Jensen
,
Ge Yu
CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.
IEEE Trans. Knowl. Data Eng.
36 (9) (2024)