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Out-of-Distribution Evidence-Aware Fake News Detection via Dual Adversarial Debiasing IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-24 Qiang Liu, Junfei Wu, Shu Wu, Liang Wang
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Neural Networks Learn Specified Information for Imbalanced Data Classification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-24 Zhan ao Huang, Yongsheng Sang, Yanan Sun, Jiancheng Lv
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Determining mean first-passage time for random walks on stochastic uniform growth tree networks IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-24 Fei Ma, Ping Wang
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MAP: Model Aggregation and Personalization in Federated Learning With Incomplete Classes IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-24 Xin-Chun Li, Shaoming Song, Yinchuan Li, Bingshuai Li, Yunfeng Shao, Yang Yang, De-Chuan Zhan
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Efficient Skyline Keyword-Based Tree Retrieval on Attributed Graphs IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-24 Dingming Wu, Zhaofen Zhang, Christian S. Jensen, Kezhong Lu
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Scope-Free Global Multi-Condition-Aware Industrial Missing Data Imputation Framework via Diffusion Transformer IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-24 Diju Liu, Yalin Wang, Chenliang Liu, Xiaofeng Yuan, Kai Wang, Chunhua Yang
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Unified ABSA via Annotation-Decoupled Multi-task Instruction Tuning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-23 Zengzhi Wang, Rui Xia, Jianfei Yu
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Concept Factorization based Multiview Clustering for Large-scale Data IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-22 Man-Sheng Chen, Chang-Dong Wang, Dong Huang, Jian-Huang Lai, Philip S. Yu
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Recommender Systems in the Era of Large Language Models (LLMs) IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-22 Zihuai Zhao, Wenqi Fan, Jiatong Li, Yunqing Liu, Xiaowei Mei, Yiqi Wang, Zhen Wen, Fei Wang, Xiangyu Zhao, Jiliang Tang, Qing Li
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Dual Variational Graph Reconstruction Learning for Social Recommendation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-22 Yi Zhang, Yiwen Zhang, Yuchuan Zhao, Shuiguang Deng, Yun Yang
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Effective and Efficient Multi-View Imputation With Optimal Transport IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Yangyang Wu, Xiaoye Miao, Zi-ang Nan, Jinshan Zhang, Jianhu He, Jianwei Yin
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CStream: Parallel Data Stream Compression on Multicore Edge Devices IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Xianzhi Zeng, Shuhao Zhang
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Exploiting Duality in Aspect Sentiment Triplet Extraction with Sequential Prompting IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Jingping Liu, Tao Chen, Hao Guo, Chao Wang, Haiyun Jiang, Yanghua Xiao, Xiang Xu, Baohua Wu
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Adaptively Topological Tensor Network for Multi-view Subspace Clustering IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Yipeng Liu, Jie Chen, Yingcong Lu, Weiting Ou, Zhen Long, Ce Zhu
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Unsupervised Graph Transformer With Augmentation-Free Contrastive Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Han Zhao, Xu Yang, Kun Wei, Cheng Deng, Dacheng Tao
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HTAP Databases: A Survey IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Chao Zhang, Guoliang Li, Jintao Zhang, Xinning Zhang, Jianhua Feng
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Towards Knowledge-aware and Deep Reinforced Cross-Domain Recommendation over Collaborative Knowledge Graph IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-19 Yakun Li, Lei Hou, Juanzi Li
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TTSR: Tensor-Train Subspace Representation Method for Visual Domain Adaptation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-18 Guorui Li, Pengfei Xu, Sancheng Peng, Cong Wang, Yi Cai, Shui Yu
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Attention-Aware Social Graph Transformer Networks for Stochastic Trajectory Prediction IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-18 Yao Liu, Binghao Li, Xianzhi Wang, Claude Sammut, Lina Yao
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Temporal Knowledge Graph Reasoning With Dynamic Memory Enhancement IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-18 Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Yu Zhao, Deqing Wang, Hongwei Zheng
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Distributed Rumor Source Detection Via Boosted Federated Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-17 Ranran Wang, Yin Zhang, Wenchao Wan, Min Chen, Mohsen Guizani
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Fast Long Sequence Time-Series Forecasting for Edge Service Running State Based on Data Drift and Non-Stationarity IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-17 Zhiqiang Zhang, Dandan Zhang, Yun Wang
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HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Lu Bai, Lixin Cui, Yue Wang, Ming Li, Jing Li, Philip S. Yu, Edwin R. Hancock
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TKDP: Threefold Knowledge-Enriched Deep Prompt Tuning for Few-Shot Named Entity Recognition IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Jiang Liu, Hao Fei, Fei Li, Jingye Li, Bobo Li, Liang Zhao, Chong Teng, Donghong Ji
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Knowledge-guided Causal Intervention for Weakly-supervised Object Localization IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Feifei Shao, Yawei Luo, Fei Gao, Yi Yang, Jun Xiao
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Discovering and Maintaining the Best $k$ in Core Decomposition IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Deming Chu, Fan Zhang, Wenjie Zhang, Xuemin Lin, Ying Zhang, Yinglong Xia, Chenyi Zhang
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Focusing on Relevant Responses for Multi-modal Rumor Detection IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Jun Li, Yi Bin, Liang Peng, Yang Yang, Yangyang Li, Hao Jin, Zi Huang
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Expectation Distance-Based Distributional Clustering for Noise-Robustness IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Rahmat Adesunkanmi, Ratnesh Kumar
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SDAC-DA: Semi-Supervised Deep Attributed Clustering Using Dual Autoencoder IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Kamal Berahmand, Sondos Bahadori, Maryam Nooraei Abadeh, Yuefeng Li, Yue Xu
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Feature Selection With Discernibility and Independence Criteria IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-16 Juanying Xie, Mingzhao Wang, Philip W. Grant, Witold Pedrycz
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Robust Knowledge Adaptation for Dynamic Graph Neural Networks IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-15 Hanjie Li, Changsheng Li, Kaituo Feng, Ye Yuan, Guoren Wang, Hongyuan Zha
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Graph Contrastive Learning with Personalized Augmentation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-15 Xin Zhang, Qiaoyu Tan, Xiao Huang, Bo Li
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Multi-Modal Validation and Domain Interaction Learning for Knowledge-based Visual Question Answering IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-12 Ning Xu, Yifei Gao, An-An Liu, Hongshuo Tian, Yongdong Zhang
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SkipNode: On Alleviating Performance Degradation for Deep Graph Convolutional Networks IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-12 Weigang Lu, Yibing Zhan, Binbin Lin, Ziyu Guan, Liu Liu, Baosheng Yu, Wei Zhao, Yaming Yang, Dacheng Tao
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A Circumstance-aware Neural Framework for Explainable Legal Judgment Prediction IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-11 Linan Yue, Qi Liu, Binbin Jin, Han Wu, Yanqing An
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More Interpretable Graph Similarity Computation Via Maximum Common Subgraph Inference IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-10 Zixun Lan, Binjie Hong, Ye Ma, Fei Ma
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Prototype Similarity Distillation for Communication-Efficient Federated Unsupervised Representation Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-10 Chen Zhang, Yu Xie, Tingbin Chen, Wenjie Mao, Bin Yu
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I/O-Efficient Multi-Criteria Shortest Paths Query Processing on Large Graphs IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-10 Xinjie Zhou, Kai Huang, Lei Li, Mengxuan Zhang, Xiaofang Zhou
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Toward Lightweight End-to-End Semantic Learning of Real-Time Human Activity Recognition for Enabling Ambient Intelligence IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-09 Surong Yan, Kwei-Jay Lin, Haosen Wang
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SV-Learner: Support-Vector Contrastive Learning for Robust Learning with Noisy Labels IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-09 Xin Liang, Yanli Ji, Wei-Shi Zheng, Wangmeng Zuo, Xiaofeng Zhu
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Integrating Visualised Automatic Temporal Relation Graph into Multi-Task Learning for Alzheimer's Disease Progression Prediction IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-09 Menghui Zhou, Xulong Wang, Tong Liu, Yun Yang, Po Yang
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Multi-Class Imbalance Classification Based on Data Distribution and Adaptive Weights IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-09 Shuxian Li, Liyan Song, Xiaoyu Wu, Zheng Hu, Yiu-ming Cheung, Xin Yao
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Effortless Locality on Data Systems Using Relational Fabric IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-09 Tarikul Islam Papon, Ju Hyoung Mun, Konstantinos Karatsenidis, Shahin Roozkhosh, Denis Hoornaert, Ahmed Sanaullah, Ulrich Drepper, Renato Mancuso, Manos Athanassoulis
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Interaction Subgraph Sequential Topology-Aware Network for Transferable Recommendation IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-08 Kang Yang, Ruiyun Yu, Bingyang Guo, Jie Li
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Result Diversification in Search and Recommendation: A Survey IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-03 Haolun Wu, Yansen Zhang, Chen Ma, Fuyuan Lyu, Bowei He, Bhaskar Mitra, Xue Liu
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Adaptive Graph Convolution Neural Differential Equation for Spatio-Temporal Time Series Prediction IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-02 Min Han, Qipeng Wang
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Black-Box Adversarial Attack on Graph Neural Networks With Node Voting Mechanism IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-02 Liangliang Wen, Jiye Liang, Kaixuan Yao, Zhiqiang Wang
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Improved Contraction-Expansion Subspace Ensemble for High-Dimensional Imbalanced Data Classification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-02 Yuhong Xu, Zhiwen Yu, C. L. Philip Chen
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Efficient Model-Relational Data Management: Challenges and Opportunities IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-02 Viktor Sanca, Anastasia Ailamaki
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FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-02 Thanveer Shaik, Xiaohui Tao, Lin Li, Haoran Xie, Taotao Cai, Xiaofeng Zhu, Qing Li
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DMM: A Deep Reinforcement Learning based Map Matching Framework for Cellular Data IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-01 Zhihao Shen, Kang Yang, Xi Zhao, Jianhua Zou, Wan Du, Junjie Wu
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Bootstrapping on Continuous-Time Dynamic Graphs for Crowd Flow Modeling IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-01 Yi Xu, Liangzhe Han, Leilei Sun, Bowen Du, Chuanren Liu, Hui Xiong
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Heterogeneous Graph Contrastive Learning With Meta-Path Contexts and Adaptively Weighted Negative Samples IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-04-01 Jianxiang Yu, Qingqing Ge, Xiang Li, Aoying Zhou
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Multi-Passage Machine Reading Comprehension through Multi-Task Learning and Dual Verification IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-29 Xingyi Li, Xiang Cheng, Min Xia, Qiyu Ren, Zhaofeng He, Sen Su
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MorphDAG: A Workload-Aware Elastic DAG-Based Blockchain IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-28 Shijie Zhang, Jiang Xiao, Enping Wu, Feng Cheng, Bo Li, Wei Wang, Hai Jin
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When Transformer Meets Large Graphs: An Expressive and Efficient Two-View Architecture IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-27 Weirui Kuang, Zhen Wang, Zhewei Wei, Yaliang Li, Bolin Ding
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A Survey for Federated Learning Evaluations: Goals and Measures IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-27 Di Chai, Leye Wang, Liu Yang, Junxue Zhang, Kai Chen, Qiang Yang
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DForest: A Minimal Dimensionality-Aware Indexing for High-Dimensional Exact Similarity Search IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-26 Lingli Li, Wenjing Sun, Baohua Wu
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Edge-Protected Triangle Count Estimation under Relationship Local Differential Privacy IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-26 Yuhan Liu, Tianhao Wang, Yixuan Liu, Hong Chen, Cuiping Li
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CCML: Curriculum and Contrastive Learning Enhanced Meta-Learner for Personalized Spatial Trajectory Prediction IEEE Trans. Knowl. Data. Eng. (IF 8.9) Pub Date : 2024-03-26 Jing Zhao, Jiajie Xu, Yuan Xu, Junhua Fang, Pingfu Chao, Xiaofang Zhou