IEEE Trans. Knowl. Data Eng.

Keyphrases

Publications

volume 36, number 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)