IEEE Trans. Knowl. Data Eng.

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Publications

volume 36, number 2, 2024

Pan Li, Maofei Que, Alexander Tuzhilin
Dual Contrastive Learning for Efficient Static Feature Representation in Sequential Recommendations. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Yonghao Chen, Xiaozhao Fang, Yuanyuan Liu, Wei Zheng, Peipei Kang, Na Han, Shengli Xie
Two-Step Strategy for Domain Adaptation Retrieval. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
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. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
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. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Yangyang Wu, Jun Wang, Xiaoye Miao, Wenjia Wang, Jianwei Yin
Differentiable and Scalable Generative Adversarial Models for Data Imputation. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Yu Sun, Shaoxu Song, Xiaojie Yuan
From Minimum Change to Maximum Density: On Determining Near-Optimal S-Repair. IEEE Trans. Knowl. Data Eng. 36 (2) (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. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Dimah Dera, Sabeen Ahmed, Nidhal Carla Bouaynaya, Ghulam Rasool
TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis in RNNs. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Wen-Zhi Li, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu
Towards Effective and Robust Graph Contrastive Learning With Graph Autoencoding. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Yan Leng, Tara Sowrirajan, Yujia Zhai, Alex Pentland
Interpretable Stochastic Block Influence Model: Measuring Social Influence Among Homophilous Communities. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Yalan Qin, Nan Pu, Hanzhou Wu
Elastic Multi-View Subspace Clustering With Pairwise and High-Order Correlations. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Li Ni, Junnan Ge, Yiwen Zhang, Wenjian Luo, Victor S. Sheng
Semi-Supervised Local Community Detection. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Jian Zeng, Leong Hou U, Xiao Yan, Yan Li, Mingji Han, Bo Tang
Extracting Top- Frequent and Diversified Patterns in Knowledge Graphs. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Chunyu Liu, Wei Wu, Siyu Wu, Lu Yuan, Rui Ding, Fuhui Zhou, Qihui Wu
Social-Enhanced Explainable Recommendation With Knowledge Graph. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
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. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Zhezheng Hao, Zhoumin Lu, Guoxu Li, Feiping Nie, Rong Wang, Xuelong Li
Ensemble Clustering With Attentional Representation. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)

volume 36, number 3, 2024