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@article{DBLP:journals/tkde/AbdousMB24,
author = {Kamel Abdous and
Nairouz Mrabah and
Mohamed Bouguessa},
title = {Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1624--1637},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3305809},
doi = {10.1109/TKDE.2023.3305809},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/AbdousMB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaiLSCYYZM24,
author = {Taotao Cai and
Qi Lei and
Quan Z. Sheng and
Ningning Cui and
Shuiqiao Yang and
Jian Yang and
Wei Emma Zhang and
Adnan Mahmood},
title = {Reconnecting the Estranged Relationships: Optimizing the Influence
Propagation in Evolving Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2151--2165},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3316268},
doi = {10.1109/TKDE.2023.3316268},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CaiLSCYYZM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CaoCXL24,
author = {Fuyuan Cao and
Qingqiang Chen and
Ying Xing and
Jiye Liang},
title = {Efficient Classification by Removing Bayesian Confusing Samples},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1084--1098},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303425},
doi = {10.1109/TKDE.2023.3303425},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/CaoCXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChanLYWL24,
author = {Harry Kai{-}Ho Chan and
Cheng Long and
Da Yan and
Raymond Chi{-}Wing Wong and
Hua Lu},
title = {Fraction-Score: {A} Generalized Support Measure for Weighted and Maximal
Co-Location Pattern Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1582--1596},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3304365},
doi = {10.1109/TKDE.2023.3304365},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChanLYWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChangXWLS24,
author = {Zhao Chang and
Dong Xie and
Sheng Wang and
Feifei Li and
Yulong Shen},
title = {Towards Practical Oblivious Join Processing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1829--1842},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3310038},
doi = {10.1109/TKDE.2023.3310038},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChangXWLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenDKXCQ24,
author = {Zhi Chen and
Jiang Duan and
Li Kang and
Hongyan Xu and
Rui Chen and
Guoping Qiu},
title = {Generating Counterfactual Instances for Explainable Class-Imbalance
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1130--1144},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3302847},
doi = {10.1109/TKDE.2023.3302847},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenDKXCQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenFLZKHX24,
author = {Yonghao Chen and
Xiaozhao Fang and
Yuanyuan Liu and
Wei Zheng and
Peipei Kang and
Na Han and
Shengli Xie},
title = {Two-Step Strategy for Domain Adaptation Retrieval},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {897--912},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3289882},
doi = {10.1109/TKDE.2023.3289882},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenFLZKHX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenGCZ24,
author = {Jun{-}Xian Chen and
Yue{-}Jiao Gong and
Wei{-}Neng Chen and
Jun Zhang},
title = {EvoS{\&}R: Evolving Multiple Seeds and Radii for Varying Density
Data Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1964--1978},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312760},
doi = {10.1109/TKDE.2023.3312760},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenGCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenJTSZC24,
author = {Yixin Chen and
Di Jiang and
Conghui Tan and
Yuanfeng Song and
Chen Jason Zhang and
Lei Chen},
title = {Neural Moderation of {ASMR} Erotica Content in Social Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {275--280},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3283501},
doi = {10.1109/TKDE.2023.3283501},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenJTSZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenSG24,
author = {Zhichao Chen and
Zhihuan Song and
Zhiqiang Ge},
title = {Variational Inference Over Graph: Knowledge Representation for Deep
Process Data Analytics},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2730--2744},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3327415},
doi = {10.1109/TKDE.2023.3327415},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ChenSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenWCZZL24,
author = {Han Chen and
Hanchen Wang and
Hongmei Chen and
Ying Zhang and
Wenjie Zhang and
Xuemin Lin},
title = {Denoising Variational Graph of Graphs Auto-Encoder for Predicting
Structured Entity Interactions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1016--1029},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3298490},
doi = {10.1109/TKDE.2023.3298490},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenWCZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenXLL24,
author = {Yuyan Chen and
Yanghua Xiao and
Zhixu Li and
Bang Liu},
title = {XMQAs: Constructing Complex-Modified Question-Answering Dataset for
Robust Question Understanding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1371--1384},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303916},
doi = {10.1109/TKDE.2023.3303916},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenXLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChenZCSS24,
author = {Xinyu Chen and
Chengyuan Zhang and
Xiaoxu Chen and
Nicolas Saunier and
Lijun Sun},
title = {Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying
Low-Rank Autoregression},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {504--517},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3294440},
doi = {10.1109/TKDE.2023.3294440},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChenZCSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ChoXHD24,
author = {Byungjin Cho and
Yu Xiao and
Pan Hui and
Daoyi Dong},
title = {Quantum Bandit With Amplitude Amplification Exploration in an Adversarial
Environment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {311--317},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3279207},
doi = {10.1109/TKDE.2023.3279207},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ChoXHD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CongSLYHP24,
author = {Zicun Cong and
Baoxu Shi and
Shan Li and
Jaewon Yang and
Qi He and
Jian Pei},
title = {FairSample: Training Fair and Accurate Graph Convolutional Neural
Networks Efficiently},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1537--1551},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3306378},
doi = {10.1109/TKDE.2023.3306378},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CongSLYHP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CuiWLZYXCZ24,
author = {Ningning Cui and
Dong Wang and
Jianxin Li and
Huaijie Zhu and
Xiaochun Yang and
Jianliang Xu and
Jie Cui and
Hong Zhong},
title = {Enabling Efficient, Verifiable, and Secure Conjunctive Keyword Search
in Hybrid-Storage Blockchains},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2445--2460},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324128},
doi = {10.1109/TKDE.2023.3324128},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CuiWLZYXCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DangYGJWXSL24,
author = {Yizhou Dang and
Enneng Yang and
Guibing Guo and
Linying Jiang and
Xingwei Wang and
Xiaoxiao Xu and
Qinghui Sun and
Hong Liu},
title = {TiCoSeRec: Augmenting Data to Uniform Sequences by Time Intervals
for Effective Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2686--2700},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324312},
doi = {10.1109/TKDE.2023.3324312},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DangYGJWXSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DeraABR24,
author = {Dimah Dera and
Sabeen Ahmed and
Nidhal Carla Bouaynaya and
Ghulam Rasool},
title = {TRustworthy Uncertainty Propagation for Sequential Time-Series Analysis
in RNNs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {882--896},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3288628},
doi = {10.1109/TKDE.2023.3288628},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DeraABR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DialloP24,
author = {Alec F. Diallo and
Paul Patras},
title = {Deciphering Clusters With a Deterministic Measure of Clustering Tendency},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1489--1501},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3306024},
doi = {10.1109/TKDE.2023.3306024},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DialloP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DongSLLD24,
author = {Chenhe Dong and
Ying Shen and
Shiyang Lin and
Zhenzhou Lin and
Yang Deng},
title = {A Unified Framework for Contextual and Factoid Question Generation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {21--34},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3280182},
doi = {10.1109/TKDE.2023.3280182},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DongSLLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DooK24,
author = {Woojin Doo and
Heeyoung Kim},
title = {Simultaneous Deep Clustering and Feature Selection via K-Concrete
Autoencoder},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2629--2642},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3323580},
doi = {10.1109/TKDE.2023.3323580},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/DooK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/DuG24,
author = {Jiancheng Du and
Yang Gao},
title = {Domain Adaptation and Summary Distillation for Unsupervised Query
Focused Summarization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1044--1055},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3296441},
doi = {10.1109/TKDE.2023.3296441},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/DuG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FangJLSWL24,
author = {Wei Fang and
Haipeng Jiang and
Hengyang Lu and
Jun Sun and
Xiaojun Wu and
Jerry Chun{-}Wei Lin},
title = {GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility
Itemset Mining in Large Transaction Datasets},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {652--667},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3290371},
doi = {10.1109/TKDE.2023.3290371},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/FangJLSWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FangQLZZ24,
author = {Yuchen Fang and
Yanjun Qin and
Haiyong Luo and
Fang Zhao and
Kai Zheng},
title = {STWave{\textdollar}+{\textdollar}+: {A} Multi-Scale Efficient Spectral
Graph Attention Network With Long-Term Trends for Disentangled Traffic
Flow Forecasting},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2671--2685},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324501},
doi = {10.1109/TKDE.2023.3324501},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FangQLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FengLKC24,
author = {Wenjie Feng and
Shenghua Liu and
Danai Koutra and
Xueqi Cheng},
title = {Unified Dense Subgraph Detection: Fast Spectral Theory Based Algorithms},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1356--1370},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3272574},
doi = {10.1109/TKDE.2023.3272574},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/FengLKC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FengMXWWZZ24,
author = {Shibo Feng and
Chunyan Miao and
Ke Xu and
Jiaxiang Wu and
Pengcheng Wu and
Yang Zhang and
Peilin Zhao},
title = {Multi-Scale Attention Flow for Probabilistic Time Series Forecasting},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2056--2068},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3319672},
doi = {10.1109/TKDE.2023.3319672},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FengMXWWZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FettalLN24,
author = {Chakib Fettal and
Lazhar Labiod and
Mohamed Nadif},
title = {Boosting Subspace Co-Clustering via Bilateral Graph Convolution},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {960--971},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3300814},
doi = {10.1109/TKDE.2023.3300814},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/FettalLN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GaoFXGSC24,
author = {Yunjun Gao and
Ziquan Fang and
Jiachen Xu and
Shenghao Gong and
Chunhui Shen and
Lu Chen},
title = {An Efficient and Distributed Framework for Real-Time Trajectory Stream
Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1857--1873},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312319},
doi = {10.1109/TKDE.2023.3312319},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GaoFXGSC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GaoFXPN24,
author = {Yunlong Gao and
Yuzhe Feng and
Youwei Xie and
Jinyan Pan and
Feiping Nie},
title = {Normalized Robust {PCA} With Adaptive Reconstruction Error Minimization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2587--2599},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3325462},
doi = {10.1109/TKDE.2023.3325462},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GaoFXPN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GaoHXKZT24,
author = {Qiang Gao and
Jinyu Hong and
Xovee Xu and
Ping Kuang and
Fan Zhou and
Goce Trajcevski},
title = {Predicting Human Mobility via Self-Supervised Disentanglement Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2126--2141},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3317175},
doi = {10.1109/TKDE.2023.3317175},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GaoHXKZT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuanCZGQ24,
author = {Wei Guan and
Jian Cao and
Haiyan Zhao and
Yang Gu and
Shiyou Qian},
title = {{WAKE:} {A} Weakly Supervised Business Process Anomaly Detection Framework
via a Pre-Trained Autoencoder},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2745--2758},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3322411},
doi = {10.1109/TKDE.2023.3322411},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GuanCZGQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuanLPLX24,
author = {Zeli Guan and
Yawen Li and
Zhenhui Pan and
Yuxin Liu and
Zhe Xue},
title = {{RFDG:} Reinforcement Federated Domain Generalization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1285--1298},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3301036},
doi = {10.1109/TKDE.2023.3301036},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/GuanLPLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GuoZCQCYC24,
author = {Siyuan Guo and
Lixin Zou and
Hechang Chen and
Bohao Qu and
Haotian Chi and
Philip S. Yu and
Yi Chang},
title = {Sample Efficient Offline-to-Online Reinforcement Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {3},
pages = {1299--1310},
year = {2024},
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doi = {10.1109/TKDE.2023.3302804},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/GuoZCQCYC24.bib},
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@article{DBLP:journals/tkde/HaoLLNWL24,
author = {Zhezheng Hao and
Zhoumin Lu and
Guoxu Li and
Feiping Nie and
Rong Wang and
Xuelong Li},
title = {Ensemble Clustering With Attentional Representation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {2},
pages = {581--593},
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doi = {10.1109/TKDE.2023.3292573},
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@article{DBLP:journals/tkde/HeHLY24,
author = {Rundong He and
Zhongyi Han and
Xiankai Lu and
Yilong Yin},
title = {{SAFER-STUDENT} for Safe Deep Semi-Supervised Learning With Unseen-Class
Unlabeled Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {318--334},
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author = {Hui He and
Qi Zhang and
Shoujin Wang and
Kun Yi and
Zhendong Niu and
Longbing Cao},
title = {Learning Informative Representation for Fairness-Aware Multivariate
Time-Series Forecasting: {A} Group-Based Perspective},
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@article{DBLP:journals/tkde/HouCL24,
author = {Liangshao Hou and
Delin Chu and
Li{-}Zhi Liao},
title = {Convergence of a Fast Hierarchical Alternating Least Squares Algorithm
for Nonnegative Matrix Factorization},
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volume = {36},
number = {1},
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author = {Danlei Hu and
Lu Chen and
Hanxi Fang and
Ziquan Fang and
Tianyi Li and
Yunjun Gao},
title = {Spatio-Temporal Trajectory Similarity Measures: {A} Comprehensive
Survey and Quantitative Study},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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author = {Xuming Hu and
Zhaochen Hong and
Chenwei Zhang and
Aiwei Liu and
Shiao Meng and
Lijie Wen and
Irwin King and
Philip S. Yu},
title = {Reading Broadly to Open Your Mind: Improving Open Relation Extraction
With Search Documents Under Self-Supervisions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2026--2040},
year = {2024},
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author = {Linmei Hu and
Zeyi Liu and
Ziwang Zhao and
Lei Hou and
Liqiang Nie and
Juanzi Li},
title = {A Survey of Knowledge Enhanced Pre-Trained Language Models},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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author = {Kai Huang and
Yue Cui and
Qingqing Ye and
Yan Zhao and
Xi Zhao and
Yao Tian and
Kai Zheng and
Haibo Hu and
Xiaofang Zhou},
title = {TED{\textdollar}+{\textdollar}+: Towards Discovering Top-k Edge-Diversified
Patterns in a Graph Database},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {5},
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timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuangCYZZTZHZ24.bib},
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@article{DBLP:journals/tkde/HuangKHCFGZ24,
author = {Junfan Huang and
Peipei Kang and
Na Han and
Yonghao Chen and
Xiaozhao Fang and
Hongbo Gao and
Guoxu Zhou},
title = {Two-Stage Asymmetric Similarity Preserving Hashing for Cross-Modal
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journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
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author = {Jiaxin Jiang and
Byron Choi and
Xin Huang and
Jianliang Xu and
Sourav S. Bhowmick},
title = {{DKWS:} {A} Distributed System for Keyword Search on Massive Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1935--1950},
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@article{DBLP:journals/tkde/JinHLRZ24,
author = {Fengmei Jin and
Wen Hua and
Lei Li and
Boyu Ruan and
Xiaofang Zhou},
title = {Efficient Frequency-Based Randomization for Spatial Trajectories Under
Differential Privacy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/LengSZP24,
author = {Yan Leng and
Tara Sowrirajan and
Yujia Zhai and
Alex Pentland},
title = {Interpretable Stochastic Block Influence Model: Measuring Social Influence
Among Homophilous Communities},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {2},
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author = {Shiou{-}Chi Li and
Jen{-}Wei Huang},
title = {Let the Information Fly: Reconstructing Social Network After a Node
Deleted},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
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author = {Pengfei Li and
Yu Hua and
Jingnan Jia and
Pengfei Zuo},
title = {A Fast Learned Key-Value Store for Concurrent and Distributed Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
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author = {Yongjun Li and
Xiangyu Li and
Wenli Ji},
title = {A Trajectory-Oriented Locality-Sensitive Hashing Method for User Identification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2343--2356},
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author = {Pan Li and
Maofei Que and
Alexander Tuzhilin},
title = {Dual Contrastive Learning for Efficient Static Feature Representation
in Sequential Recommendations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
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pages = {544--555},
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author = {Meng Li and
Yanzhe Shen and
Guixin Ye and
Jialing He and
Xin Zheng and
Zijian Zhang and
Liehuang Zhu and
Mauro Conti},
title = {Anonymous, Secure, Traceable, and Efficient Decentralized Digital
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journal = {{IEEE} Trans. Knowl. Data Eng.},
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author = {Wen{-}Zhi Li and
Chang{-}Dong Wang and
Jian{-}Huang Lai and
Philip S. Yu},
title = {Towards Effective and Robust Graph Contrastive Learning With Graph
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journal = {{IEEE} Trans. Knowl. Data Eng.},
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author = {Youru Li and
Zhenfeng Zhu and
Linxun Chen and
Bin Yang and
Yaxi Wu and
Xiaobo Guo and
Bing Han and
Yao Zhao},
title = {Exploring Large-Scale Financial Knowledge Graph for SMEs Supply Chain
Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/LiZXHWXHDX24,
author = {Shuangli Li and
Jingbo Zhou and
Tong Xu and
Liang Huang and
Fan Wang and
Haoyi Xiong and
Weili Huang and
Dejing Dou and
Hui Xiong},
title = {GIaNt: Protein-Ligand Binding Affinity Prediction via Geometry-Aware
Interactive Graph Neural Network},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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author = {Ke Liang and
Yue Liu and
Sihang Zhou and
Wenxuan Tu and
Yi Wen and
Xihong Yang and
Xiangjun Dong and
Xinwang Liu},
title = {Knowledge Graph Contrastive Learning Based on Relation-Symmetrical
Structure},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/LiangXSKQY24,
author = {Langzhang Liang and
Zenglin Xu and
Zixing Song and
Irwin King and
Yuan Qi and
Jieping Ye},
title = {Tackling Long-Tailed Distribution Issue in Graph Neural Networks via
Normalization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiangXSKQY24.bib},
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@article{DBLP:journals/tkde/LinRLW24,
author = {Yupian Lin and
Tong Ruan and
Jingping Liu and
Haofen Wang},
title = {A Survey on Neural Data-to-Text Generation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
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@article{DBLP:journals/tkde/LinZWZPCWWY24,
author = {Xixun Lin and
Chuan Zhou and
Jia Wu and
Lixin Zou and
Shirui Pan and
Yanan Cao and
Bin Wang and
Shuaiqiang Wang and
Dawei Yin},
title = {Towards Flexible and Adaptive Neural Process for Cold-Start Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
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@article{DBLP:journals/tkde/LiuCDZYWY24,
author = {Shuaiqi Liu and
Jiannong Cao and
Zhongfen Deng and
Wenting Zhao and
Ruosong Yang and
Zhiyuan Wen and
Philip S. Yu},
title = {Neural Abstractive Summarization for Long Text and Multiple Tables},
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volume = {36},
number = {6},
pages = {2572--2586},
year = {2024},
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timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuCDZYWY24.bib},
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@article{DBLP:journals/tkde/LiuCLCZLW24,
author = {Li Liu and
Penggang Chen and
Xin Li and
William Kwok{-}Wai Cheung and
Youmin Zhang and
Qun Liu and
Guoyin Wang},
title = {WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks
via Regularized Representation Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {445--458},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3277843},
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biburl = {https://dblp.org/rec/journals/tkde/LiuCLCZLW24.bib},
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@article{DBLP:journals/tkde/LiuDNW24,
author = {Jiongnan Liu and
Zhicheng Dou and
Jian{-}Yun Nie and
Ji{-}Rong Wen},
title = {Integrated Personalized and Diversified Search Based on Search Logs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {694--707},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3291006},
doi = {10.1109/TKDE.2023.3291006},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuDNW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/LiuFZZH24,
author = {Zemin Liu and
Yuan Fang and
Wentao Zhang and
Xinming Zhang and
Steven C. H. Hoi},
title = {Locality-Aware Tail Node Embeddings on Homogeneous and Heterogeneous
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journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
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timestamp = {Mon, 06 May 2024 01:00:00 +0200},
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@article{DBLP:journals/tkde/LiuGLHZWLL24,
author = {Yu Liu and
Qian Ge and
Wei Luo and
Qiang Huang and
Lei Zou and
Haixu Wang and
Xin Li and
Chang Liu},
title = {GraphMM: Graph-Based Vehicular Map Matching by Leveraging Trajectory
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journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {184--198},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3287739},
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timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuGLHZWLL24.bib},
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@article{DBLP:journals/tkde/LiuGMZY24,
author = {Yan Liu and
Bin Guo and
Jingxiang Meng and
Daqing Zhang and
Zhiwen Yu},
title = {Spatio-Temporal Memory Augmented Multi-Level Attention Network for
Traffic Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2643--2658},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3322405},
doi = {10.1109/TKDE.2023.3322405},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuGMZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/LiuJYLMYDLLM24,
author = {Huijun Liu and
Bin Ji and
Jie Yu and
Shasha Li and
Jun Ma and
Zibo Yi and
Mengxue Du and
Miaomiao Li and
Jie Liu and
Zeyao Mo},
title = {A More Context-Aware Approach for Textual Adversarial Attacks Using
Probability Difference-Guided Beam Search},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2316--2328},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3325315},
doi = {10.1109/TKDE.2023.3325315},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuJYLMYDLLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuLZLK24,
author = {An{-}An Liu and
Haochun Lu and
Heyu Zhou and
Tian{-}Bao Li and
Mohan S. Kankanhalli},
title = {Balanced Class-Incremental 3D Object Classification and Retrieval},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {35--48},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3284032},
doi = {10.1109/TKDE.2023.3284032},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuLZLK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuPTJWWPW24,
author = {Qin Liu and
Yu Peng and
Ziyi Tang and
Hongbo Jiang and
Jie Wu and
Tian Wang and
Tao Peng and
Guojun Wang},
title = {veffChain: Enabling Freshness Authentication of Rich Queries Over
Blockchain Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2285--2300},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3316127},
doi = {10.1109/TKDE.2023.3316127},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuPTJWWPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuWWYDZW24,
author = {Chunyu Liu and
Wei Wu and
Siyu Wu and
Lu Yuan and
Rui Ding and
Fuhui Zhou and
Qihui Wu},
title = {Social-Enhanced Explainable Recommendation With Knowledge Graph},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {840--853},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3292504},
doi = {10.1109/TKDE.2023.3292504},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LiuWWYDZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuZW24,
author = {Hongzhi Liu and
Yao Zhu and
Zhonghai Wu},
title = {Knowledge Graph-Based Behavior Denoising and Preference Learning for
Sequential Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2490--2503},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3325666},
doi = {10.1109/TKDE.2023.3325666},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuZWZLL24,
author = {Huawen Liu and
Wenhua Zhou and
Zongda Wu and
Shichao Zhang and
Gang Li and
Xuelong Li},
title = {Refining Codes for Locality Sensitive Hashing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1274--1284},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3297195},
doi = {10.1109/TKDE.2023.3297195},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuZWZLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiuZZZ24,
author = {Changan Liu and
Xiaotian Zhou and
Ahad N. Zehmakan and
Zhongzhi Zhang},
title = {A Fast Algorithm for Moderating Critical Nodes via Edge Removal},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1385--1398},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3309987},
doi = {10.1109/TKDE.2023.3309987},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiuZZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuNDWL24,
author = {Jitao Lu and
Feiping Nie and
Xia Dong and
Rong Wang and
Xuelong Li},
title = {Bidirectional Attentive Multi-View Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1889--1901},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312794},
doi = {10.1109/TKDE.2023.3312794},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuNDWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuRWNN24,
author = {Chang Lu and
Chandan K. Reddy and
Ping Wang and
Dong Nie and
Yue Ning},
title = {Multi-Label Clinical Time-Series Generation via Conditional {GAN}},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1728--1740},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3310909},
doi = {10.1109/TKDE.2023.3310909},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuRWNN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuYWRC24,
author = {Yuhuan Lu and
Dingqi Yang and
Pengyang Wang and
Paolo Rosso and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2614--2628},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3323499},
doi = {10.1109/TKDE.2023.3323499},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuYWRC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuoLLGRMM24,
author = {Bin Luo and
Xinghua Li and
Ximeng Liu and
Jingjing Guo and
Yanbing Ren and
Siqi Ma and
Jianfeng Ma},
title = {{\textdollar}D\{2\}MTS{\textdollar}: Enabling Dependable Data Collection
With Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {927--942},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3294503},
doi = {10.1109/TKDE.2023.3294503},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LuoLLGRMM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuoZQJZ24,
author = {Xiao Luo and
Yusheng Zhao and
Yifang Qin and
Wei Ju and
Ming Zhang},
title = {Towards Semi-Supervised Universal Graph Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {416--428},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3280859},
doi = {10.1109/TKDE.2023.3280859},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LuoZQJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MaLMXLMD24,
author = {Zhuoran Ma and
Yang Liu and
Yinbin Miao and
Guowen Xu and
Ximeng Liu and
Jianfeng Ma and
Robert H. Deng},
title = {FlGan: GAN-Based Unbiased Federated Learning Under Non-IID Settings},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1566--1581},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3309858},
doi = {10.1109/TKDE.2023.3309858},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MaLMXLMD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MashayekhiKLB24,
author = {Yoosof Mashayekhi and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
title = {{GREASE:} Graph Imbalance Reduction by Adding Sets of Edges},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1611--1623},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3304478},
doi = {10.1109/TKDE.2023.3304478},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MashayekhiKLB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MiaoYLWLD24,
author = {Yinbin Miao and
Yutao Yang and
Xinghua Li and
Linfeng Wei and
Zhiquan Liu and
Robert H. Deng},
title = {Efficient Privacy-Preserving Spatial Data Query in Cloud Computing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {122--136},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3283020},
doi = {10.1109/TKDE.2023.3283020},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/MiaoYLWLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/MiaoZLZZQZJ24,
author = {Hao Miao and
Xiaolong Zhong and
Jiaxin Liu and
Yan Zhao and
Xiangyu Zhao and
Weizhu Qian and
Kai Zheng and
Christian S. Jensen},
title = {Task Assignment With Efficient Federated Preference Learning in Spatial
Crowdsourcing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1800--1814},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3311816},
doi = {10.1109/TKDE.2023.3311816},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/MiaoZLZZQZJ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/NakisCLM24,
author = {Nikolaos Nakis and
Abdulkadir {\c{C}}elikkanat and
Sune Lehmann and
Morten M{\o}rup},
title = {A Hierarchical Block Distance Model for Ultra Low-Dimensional Graph
Representations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1399--1412},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3304344},
doi = {10.1109/TKDE.2023.3304344},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/NakisCLM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/NiGZLS24,
author = {Li Ni and
Junnan Ge and
Yiwen Zhang and
Wenjian Luo and
Victor S. Sheng},
title = {Semi-Supervised Local Community Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {823--839},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3290095},
doi = {10.1109/TKDE.2023.3290095},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/NiGZLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/OuyangYZZWH24,
author = {Xiaocao Ouyang and
Yan Yang and
Wei Zhou and
Yiling Zhang and
Hao Wang and
Wei Huang},
title = {CityTrans: Domain-Adversarial Training With Knowledge Transfer for
Spatio-Temporal Prediction Across Cities},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {62--76},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3283520},
doi = {10.1109/TKDE.2023.3283520},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/OuyangYZZWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PazhoNPVMT24,
author = {Armin Danesh Pazho and
Ghazal Alinezhad Noghre and
Arnab A. Purkayastha and
Jagannadh Vempati and
Martin Otto and
Hamed Tabkhi},
title = {A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed
Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {1--20},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3282898},
doi = {10.1109/TKDE.2023.3282898},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PazhoNPVMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PibiriT24,
author = {Giulio Ermanno Pibiri and
Roberto Trani},
title = {Parallel and External-Memory Construction of Minimal Perfect Hash
Functions With PTHash},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1249--1259},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303341},
doi = {10.1109/TKDE.2023.3303341},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PibiriT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PrenkajV24,
author = {Bardh Prenkaj and
Paola Velardi},
title = {Unsupervised Detection of Behavioural Drifts With Dynamic Clustering
and Trajectory Analysis},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2257--2270},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3320184},
doi = {10.1109/TKDE.2023.3320184},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PrenkajV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PugoyK24,
author = {Reinald Adrian Pugoy and
Hung{-}Yu Kao},
title = {{NEAR:} Non-Supervised Explainability Architecture for Accurate Review-Based
Collaborative Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {750--765},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2022.3226189},
doi = {10.1109/TKDE.2022.3226189},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/PugoyK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QianZZCZZ24,
author = {Weizhu Qian and
Yan Zhao and
Dalin Zhang and
Bowei Chen and
Kai Zheng and
Xiaofang Zhou},
title = {Towards a Unified Understanding of Uncertainty Quantification in Traffic
Flow Forecasting},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2239--2256},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312261},
doi = {10.1109/TKDE.2023.3312261},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/QianZZCZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QinHFKLC24,
author = {Hong Qin and
Debiao He and
Qi Feng and
Muhammad Khurram Khan and
Min Luo and
Kim{-}Kwang Raymond Choo},
title = {Cryptographic Primitives in Privacy-Preserving Machine Learning: {A}
Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1919--1934},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3321803},
doi = {10.1109/TKDE.2023.3321803},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/QinHFKLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QinPW24,
author = {Yalan Qin and
Nan Pu and
Hanzhou Wu},
title = {Elastic Multi-View Subspace Clustering With Pairwise and High-Order
Correlations},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {556--568},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3293498},
doi = {10.1109/TKDE.2023.3293498},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/QinPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QinTWF24,
author = {Yalan Qin and
Zhenjun Tang and
Hanzhou Wu and
Guorui Feng},
title = {Flexible Tensor Learning for Multi-View Clustering With Markov Chain},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1552--1565},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3305624},
doi = {10.1109/TKDE.2023.3305624},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/QinTWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QuGXLWH24,
author = {Xiaoye Qu and
Yingjie Gu and
Qingrong Xia and
Zechang Li and
Zhefeng Wang and
Baoxing Huai},
title = {A Survey on Arabic Named Entity Recognition: Past, Recent Advances,
and Future Trends},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {943--959},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303136},
doi = {10.1109/TKDE.2023.3303136},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/QuGXLWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RamaManeiroVL24,
author = {Efr{\'{e}}n Rama{-}Maneiro and
Juan Carlos Vidal and
Manuel Lama},
title = {Embedding Graph Convolutional Networks in Recurrent Neural Networks
for Predictive Monitoring},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {137--151},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3286017},
doi = {10.1109/TKDE.2023.3286017},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/RamaManeiroVL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RenFZMLZY24,
author = {Zhiwen Ren and
Han Fang and
Jie Zhang and
Zehua Ma and
Ronghao Lin and
Weiming Zhang and
Nenghai Yu},
title = {A Robust Database Watermarking Scheme That Preserves Statistical Characteristics},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2329--2342},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324932},
doi = {10.1109/TKDE.2023.3324932},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/RenFZMLZY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RenPJLWYY24,
author = {Jiaqian Ren and
Hao Peng and
Lei Jiang and
Zhiwei Liu and
Jia Wu and
Zhengtao Yu and
Philip S. Yu},
title = {Uncertainty-Guided Boundary Learning for Imbalanced Social Event Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2701--2715},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324510},
doi = {10.1109/TKDE.2023.3324510},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/RenPJLWYY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/RongCMSB24,
author = {Huan Rong and
Gongchi Chen and
Tinghuai Ma and
Victor S. Sheng and
Elisa Bertino},
title = {FuFaction: Fuzzy Factual Inconsistency Correction on Crowdsourced
Documents With Hybrid-Mask at the Hidden-State Level},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {167--183},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3286097},
doi = {10.1109/TKDE.2023.3286097},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/RongCMSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShaoWCZZ24,
author = {Xinyue Shao and
Hongzhi Wang and
Xiang Chen and
Xiao Zhu and
Yan Zhang},
title = {{CUBE:} Causal Intervention-Based Counterfactual Explanation for Prediction
Models},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2416--2429},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3322126},
doi = {10.1109/TKDE.2023.3322126},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ShaoWCZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShenLZZ24,
author = {Zhihao Shen and
Shun Li and
Xi Zhao and
Jianhua Zou},
title = {CT-Auth: Capacitive Touchscreen-Based Continuous Authentication on
Smartphones},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {90--106},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3277879},
doi = {10.1109/TKDE.2023.3277879},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ShenLZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShiJLTLY24,
author = {Chuan Shi and
Houye Ji and
Zhiyuan Lu and
Ye Tang and
Pan Li and
Cheng Yang},
title = {Distance Information Improves Heterogeneous Graph Neural Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1030--1043},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3300879},
doi = {10.1109/TKDE.2023.3300879},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ShiJLTLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SuWXLY24,
author = {Ting{-}Ting Su and
Chang{-}Dong Wang and
Wudong Xi and
Jian{-}Huang Lai and
Philip S. Yu},
title = {Hierarchical Alignment With Polar Contrastive Learning for Next-Basket
Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {199--210},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3282914},
doi = {10.1109/TKDE.2023.3282914},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SuWXLY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunSY24,
author = {Yu Sun and
Shaoxu Song and
Xiaojie Yuan},
title = {From Minimum Change to Maximum Density: On Determining Near-Optimal
S-Repair},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {627--639},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3294401},
doi = {10.1109/TKDE.2023.3294401},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunWWCZL24,
author = {Renjie Sun and
Yanping Wu and
Xiaoyang Wang and
Chen Chen and
Wenjie Zhang and
Xuemin Lin},
title = {Efficient Balanced Signed Biclique Search in Signed Bipartite Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1069--1083},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3296721},
doi = {10.1109/TKDE.2023.3296721},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunWWCZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunWZCW24,
author = {Peijie Sun and
Le Wu and
Kun Zhang and
Xiangzhi Chen and
Meng Wang},
title = {Neighborhood-Enhanced Supervised Contrastive Learning for Collaborative
Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2069--2081},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3317068},
doi = {10.1109/TKDE.2023.3317068},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SunWZCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunYHDXWX24,
author = {Xinyue Sun and
Qingqing Ye and
Haibo Hu and
Jiawei Duan and
Qiao Xue and
Tianyu Wo and
Jie Xu},
title = {{PUTS:} Privacy-Preserving and Utility-Enhancing Framework for Trajectory
Synthesization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {296--310},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3288154},
doi = {10.1109/TKDE.2023.3288154},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/SunYHDXWX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/SunYSXDCXW24,
author = {Zhongxiang Sun and
Weijie Yu and
Zihua Si and
Jun Xu and
Zhenhua Dong and
Xu Chen and
Hongteng Xu and
Ji{-}Rong Wen},
title = {Explainable Legal Case Matching via Graph Optimal Transport},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2461--2475},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3321935},
doi = {10.1109/TKDE.2023.3321935},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/SunYSXDCXW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TanZHCLH24,
author = {Qiaoyu Tan and
Xin Zhang and
Xiao Huang and
Hao Chen and
Jundong Li and
Xia Hu},
title = {Collaborative Graph Neural Networks for Attributed Network Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {972--986},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3298002},
doi = {10.1109/TKDE.2023.3298002},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TanZHCLH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TangLHGXL24,
author = {Yifu Tang and
Jianxin Li and
Nur Al Hasan Haldar and
Ziyu Guan and
Jiajie Xu and
Chengfei Liu},
title = {Reliability-Driven Local Community Search in Dynamic Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {809--822},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3290295},
doi = {10.1109/TKDE.2023.3290295},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TangLHGXL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TaoCSWHC24,
author = {Shuchang Tao and
Qi Cao and
Huawei Shen and
Yunfan Wu and
Liang Hou and
Xueqi Cheng},
title = {Graph Adversarial Immunization for Certifiable Robustness},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1597--1610},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3311105},
doi = {10.1109/TKDE.2023.3311105},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TaoCSWHC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TaoLL24,
author = {Yuechen Tao and
Bo Li and
Baochun Li},
title = {On Atomicity and Confidentiality Across Blockchains Under Failures},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {766--780},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3255842},
doi = {10.1109/TKDE.2023.3255842},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TaoLL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TianLWW24,
author = {Chris Xing Tian and
Haoliang Li and
Yufei Wang and
Shiqi Wang},
title = {Privacy-Preserving Constrained Domain Generalization Via Gradient
Alignment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2142--2150},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3315279},
doi = {10.1109/TKDE.2023.3315279},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TianLWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TianZZ24,
author = {Yao Tian and
Xi Zhao and
Xiaofang Zhou},
title = {{DB-LSH} 2.0: Locality-Sensitive Hashing With Query-Based Dynamic
Bucketing},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1000--1015},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3295831},
doi = {10.1109/TKDE.2023.3295831},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TianZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TsitsigkosBLMT24,
author = {Dimitrios Tsitsigkos and
Panagiotis Bouros and
Konstantinos Lampropoulos and
Nikos Mamoulis and
Manolis Terrovitis},
title = {Two-Layer Space-Oriented Partitioning for Non-Point Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1341--1355},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3297975},
doi = {10.1109/TKDE.2023.3297975},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/TsitsigkosBLMT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WanHWL24,
author = {Xiaolong Wan and
Xixian Han and
Jinbao Wang and
Jianzhong Li},
title = {Efficient Discovery of Functional Dependencies on Massive Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {107--121},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3288209},
doi = {10.1109/TKDE.2023.3288209},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WanHWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WanZZZZCZLCLPD24,
author = {Weitao Wan and
Feng Zhang and
Chenyang Zhang and
Mingde Zhang and
Jidong Zhai and
Yunpeng Chai and
Huanchen Zhang and
Wei Lu and
Yuxing Chen and
Haixiang Li and
Anqun Pan and
Xiaoyong Du},
title = {Compressed Data Direct Computing for Databases},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1902--1918},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3316274},
doi = {10.1109/TKDE.2023.3316274},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WanZZZZCZLCLPD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangCWZ24,
author = {Quanxiu Wang and
Xinlei Cao and
Jianyong Wang and
Wei Zhang},
title = {Knowledge-Aware Collaborative Filtering With Pre-Trained Language
Model for Personalized Review-Based Rating Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1170--1182},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3301884},
doi = {10.1109/TKDE.2023.3301884},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangCWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangCXBZWZZ24,
author = {Xin Wang and
Heng Chang and
Beini Xie and
Tian Bian and
Shiji Zhou and
Daixin Wang and
Zhiqiang Zhang and
Wenwu Zhu},
title = {Revisiting Adversarial Attacks on Graph Neural Networks for Graph
Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2166--2178},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3313059},
doi = {10.1109/TKDE.2023.3313059},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangCXBZWZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangHCCT24,
author = {Yu Wang and
Liang Hu and
Xiaofeng Cao and
Yi Chang and
Ivor W. Tsang},
title = {Enhancing Locally Adaptive Smoothing of Graph Neural Networks Via
Laplacian Node Disagreement},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1099--1112},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303212},
doi = {10.1109/TKDE.2023.3303212},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangHCCT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangHWWW24,
author = {Zeyu Wang and
Zhenying He and
Peng Wang and
Yang Wang and
Wei Wang},
title = {Static and Streaming Discovery of Maximal Linear Representation Between
Time Series},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {401--415},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3287273},
doi = {10.1109/TKDE.2023.3287273},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangHWWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangJSZCHL24,
author = {Haixin Wang and
Huiyu Jiang and
Jinan Sun and
Shikun Zhang and
Chong Chen and
Xian{-}Sheng Hua and
Xiao Luo},
title = {{DIOR:} Learning to Hash With Label Noise Via Dual Partition and Contrastive
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1502--1517},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312109},
doi = {10.1109/TKDE.2023.3312109},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangJSZCHL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangJZWQG24,
author = {Chenxu Wang and
Peijing Jiang and
Xiangliang Zhang and
Pinghui Wang and
Tao Qin and
Xiaohong Guan},
title = {GTCAlign: Global Topology Consistency-Based Graph Alignment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2009--2025},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312358},
doi = {10.1109/TKDE.2023.3312358},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangJZWQG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangKLWHWY24,
author = {Haotian Wang and
Kun Kuang and
Long Lan and
Zige Wang and
Wanrong Huang and
Fei Wu and
Wenjing Yang},
title = {Out-of-Distribution Generalization With Causal Feature Separation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1758--1772},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312255},
doi = {10.1109/TKDE.2023.3312255},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangKLWHWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangLLHY24,
author = {Lianhong Wang and
Xiaoyao Li and
Zhihui Luo and
Zinan Hu and
Qing Yan},
title = {Multivariate Cognitive Response Framework for Student Performance
Prediction on {MOOC}},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1221--1233},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3302848},
doi = {10.1109/TKDE.2023.3302848},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangLLHY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangLSCY24,
author = {Dan Wang and
Bo Li and
Bin Song and
Chen Chen and
F. Richard Yu},
title = {{HSMH:} {A} Hierarchical Sequence Multi-Hop Reasoning Model With Reinforcement
Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1638--1649},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303617},
doi = {10.1109/TKDE.2023.3303617},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangLSCY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangLZHWW24,
author = {Liping Wang and
Qiang Liu and
Mengqi Zhang and
Yaxuan Hu and
Shu Wu and
Liang Wang},
title = {Stage-Aware Hierarchical Attentive Relational Network for Diagnosis
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1773--1784},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3310478},
doi = {10.1109/TKDE.2023.3310478},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangLZHWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangNWWL24,
author = {Sisi Wang and
Feiping Nie and
Zheng Wang and
Rong Wang and
Xuelong Li},
title = {Outliers Robust Unsupervised Feature Selection for Structured Sparse
Subspace},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1234--1248},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3297226},
doi = {10.1109/TKDE.2023.3297226},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangNWWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWBCXLYH24,
author = {Yue Wang and
Yao Wan and
Lu Bai and
Lixin Cui and
Zhuo Xu and
Ming Li and
Philip S. Yu and
Edwin R. Hancock},
title = {Collaborative Knowledge Graph Fusion by Exploiting the Open Corpus},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {475--489},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3289949},
doi = {10.1109/TKDE.2023.3289949},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangWBCXLYH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWFMQCF24,
author = {Ziyang Wang and
Wei Wei and
Shanshan Feng and
Xian{-}Ling Mao and
Minghui Qiu and
Dangyang Chen and
Rui Fang},
title = {Exploiting Group-Level Behavior Pattern for Session-Based Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {152--166},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3280310},
doi = {10.1109/TKDE.2023.3280310},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangWFMQCF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangYWCZL24,
author = {Hanchen Wang and
Jianke Yu and
Xiaoyang Wang and
Chen Chen and
Wenjie Zhang and
Xuemin Lin},
title = {Neural Similarity Search on Supergraph Containment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {281--295},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3279920},
doi = {10.1109/TKDE.2023.3279920},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangYWCZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZWJWZY24,
author = {Huandong Wang and
Qizhong Zhang and
Yuchen Wu and
Depeng Jin and
Xing Wang and
Lin Zhu and
Li Yu},
title = {Synthesizing Human Trajectories Based on Variational Point Processes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1785--1799},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312209},
doi = {10.1109/TKDE.2023.3312209},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangZWJWZY24.bib},
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}
@article{DBLP:journals/tkde/WeiLZZL24,
author = {Lai Wei and
Shiteng Liu and
Rigui Zhou and
Changming Zhu and
Jin Liu},
title = {Learning Idempotent Representation for Subspace Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1183--1197},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303343},
doi = {10.1109/TKDE.2023.3303343},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WeiLZZL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WeiQWMNC24,
author = {Yinwei Wei and
Xiaoyang Qu and
Xiang Wang and
Yunshan Ma and
Liqiang Nie and
Tat{-}Seng Chua},
title = {Rule-Guided Counterfactual Explainable Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2179--2190},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3322227},
doi = {10.1109/TKDE.2023.3322227},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WeiQWMNC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WenCCSGY24,
author = {Hechuan Wen and
Tong Chen and
Li Kheng Chai and
Shazia Sadiq and
Junbin Gao and
Hongzhi Yin},
title = {Variational Counterfactual Prediction Under Runtime Domain Corruption},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2271--2284},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3321893},
doi = {10.1109/TKDE.2023.3321893},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WenCCSGY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuLZWZ24,
author = {Lianwei Wu and
Pusheng Liu and
Yongqiang Zhao and
Peng Wang and
Yangning Zhang},
title = {Human Cognition-Based Consistency Inference Networks for Multi-Modal
Fake News Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {211--225},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3280555},
doi = {10.1109/TKDE.2023.3280555},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
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@article{DBLP:journals/tkde/WuMLGZFW24,
author = {Youxi Wu and
Yufei Meng and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time
Series Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2372--2387},
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doi = {10.1109/TKDE.2023.3321749},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuMLGZFW24.bib},
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}
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author = {Yangyang Wu and
Jun Wang and
Xiaoye Miao and
Wenjia Wang and
Jianwei Yin},
title = {Differentiable and Scalable Generative Adversarial Models for Data
Imputation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {2},
pages = {490--503},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3293129},
doi = {10.1109/TKDE.2023.3293129},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuWMWY24.bib},
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}
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author = {Yuankai Wu and
Hongyu Yang and
Yi Lin and
Hong Liu},
title = {Spatiotemporal Propagation Learning for Network-Wide Flight Delay
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {1},
pages = {386--400},
year = {2024},
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doi = {10.1109/TKDE.2023.3286690},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuYLL24.bib},
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author = {Weichang Wu and
Xiaolu Zhang and
Shiwan Zhao and
Chilin Fu and
Jun Zhou},
title = {Multi-Task Decouple Learning With Hierarchical Attentive Point Process},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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doi = {10.1109/TKDE.2023.3305628},
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author = {Jun Xia and
Haitao Lin and
Yongjie Xu and
Cheng Tan and
Lirong Wu and
Siyuan Li and
Stan Z. Li},
title = {{GNN} Cleaner: Label Cleaner for Graph Structured Data},
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author = {Tianyang Xie and
Yong Ge},
title = {Enhance Knowledge Graph Embedding by Mixup},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
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@article{DBLP:journals/tkde/XieZSZZS24,
author = {Hong Xie and
Mingze Zhong and
Xiaoyu Shi and
Xiaoying Zhang and
Jiang Zhong and
Mingsheng Shang},
title = {Probabilistic Modeling of Assimilate-Contrast Effects in Online Rating
Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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biburl = {https://dblp.org/rec/journals/tkde/XieZSZZS24.bib},
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@article{DBLP:journals/tkde/XingCHLZ24,
author = {Rong Xing and
Rui Cheng and
Jiwen Huang and
Qing Li and
Jingmei Zhao},
title = {Learning to Understand the Vague Graph for Stock Prediction With Momentum
Spillovers},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/XuQHLXLZZ24,
author = {Tianyu Xu and
Jianfeng Qu and
Wen Hua and
Zhixu Li and
Jiajie Xu and
An Liu and
Lei Zhao and
Xiaofang Zhou},
title = {Evidence Reasoning and Curriculum Learning for Document-Level Relation
Extraction},
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biburl = {https://dblp.org/rec/journals/tkde/XuQHLXLZZ24.bib},
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@article{DBLP:journals/tkde/XuWYX24,
author = {Yuanbo Xu and
En Wang and
Yongjian Yang and
Hui Xiong},
title = {{GS-RS:} {A} Generative Approach for Alleviating Cold Start and Filter
Bubbles in Recommender Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
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year = {2024},
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timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/XuWYX24.bib},
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@article{DBLP:journals/tkde/XuWZ24,
author = {Cong Xu and
Jun Wang and
Wei Zhang},
title = {StableGCN: Decoupling and Reconciling Information Propagation for
Collaborative Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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doi = {10.1109/TKDE.2023.3323458},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuWZ24.bib},
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author = {Dingqi Yang and
Bingqing Qu and
Paolo Rosso and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Fast and Slow Thinking: {A} Two-Step Schema-Aware Approach for Instance
Completion in Knowledge Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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biburl = {https://dblp.org/rec/journals/tkde/YangQRC24.bib},
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author = {Ling Yang and
Jiayi Zheng and
Heyuan Wang and
Zhongyi Liu and
Zhilin Huang and
Shenda Hong and
Wentao Zhang and
Bin Cui},
title = {Individual and Structural Graph Information Bottlenecks for Out-of-Distribution
Generalization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/YaoCQ24,
author = {Kai Yao and
Lijun Chang and
Lu Qin},
title = {Identifying Large Structural Balanced Cliques in Signed Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
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author = {Yuxin Yao and
Eann A. Patterson and
Richard J. Taylor},
title = {The Influence of Digital Technologies on Knowledge Management in Engineering:
{A} Systematic Literature Review},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
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biburl = {https://dblp.org/rec/journals/tkde/YaoPT24.bib},
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@article{DBLP:journals/tkde/YeLDCW24,
author = {Xiaowei Ye and
Rong{-}Hua Li and
Qiangqiang Dai and
Hongzhi Chen and
Guoren Wang},
title = {Efficient {\textdollar}k{\textdollar}k-Clique Counting on Large Graphs:
The Power of Color-Based Sampling Approaches},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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author = {Ziming Ye and
Xiao Zhang and
Xu Chen and
Hui Xiong and
Dongxiao Yu},
title = {Adaptive Clustering Based Personalized Federated Learning Framework
for Next {POI} Recommendation With Location Noise},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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@article{DBLP:journals/tkde/YinQC24,
author = {Kejing Yin and
Dong Qian and
William K. Cheung},
title = {PATNet: Propensity-Adjusted Temporal Network for Joint Imputation
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@article{DBLP:journals/tkde/YinWYZY24,
author = {Yanting Yin and
Yajing Wu and
Xuebing Yang and
Wensheng Zhang and
Xiaojie Yuan},
title = {Super Resolution Graph With Conditional Normalizing Flows for Temporal
Link Prediction},
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author = {Ting Yu and
Ting Jiang and
Mohamed Jaward Bah and
Chen Zhao and
Hao Huang and
Mengchi Liu and
Shuigeng Zhou and
Zhao Li and
Ji Zhang},
title = {Incremental Maximal Clique Enumeration for Hybrid Edge Changes in
Large Dynamic Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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year = {2024},
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timestamp = {Tue, 07 May 2024 01:00:00 +0200},
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@article{DBLP:journals/tkde/YuLSDLL24,
author = {Le Yu and
Zihang Liu and
Leilei Sun and
Bowen Du and
Chuanren Liu and
Weifeng Lv},
title = {Continuous-Time User Preference Modelling for Temporal Sets Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
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number = {4},
pages = {1475--1488},
year = {2024},
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doi = {10.1109/TKDE.2023.3309982},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
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author = {Dianer Yu and
Qian Li and
Xiangmeng Wang and
Qing Li and
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journal = {{IEEE} Trans. Knowl. Data Eng.},
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doi = {10.1109/TKDE.2023.3322403},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
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@article{DBLP:journals/tkde/YuXCCHY24,
author = {Junliang Yu and
Xin Xia and
Tong Chen and
Lizhen Cui and
Nguyen Quoc Viet Hung and
Hongzhi Yin},
title = {XSimGCL: Towards Extremely Simple Graph Contrastive Learning for Recommendation},
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year = {2024},
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doi = {10.1109/TKDE.2023.3288135},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YuXCCHY24.bib},
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author = {Junliang Yu and
Hongzhi Yin and
Xin Xia and
Tong Chen and
Jundong Li and
Zi Huang},
title = {Self-Supervised Learning for Recommender Systems: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {335--355},
year = {2024},
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timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
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author = {Zhiwen Yu and
Zhijie Zhong and
Kaixiang Yang and
Wenming Cao and
C. L. Philip Chen},
title = {Broad Learning Autoencoder With Graph Structure for Data Clustering},
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number = {1},
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url = {https://doi.org/10.1109/TKDE.2023.3283425},
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timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YuZYCC24.bib},
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@article{DBLP:journals/tkde/YuanLG24,
author = {Weiwei Yuan and
Xiang Li and
Donghai Guan},
title = {Multi-View Attributed Network Embedding Using Manifold Regularization
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journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2563--2571},
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doi = {10.1109/TKDE.2023.3325461},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuanLG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jian Zeng and
Leong Hou U and
Xiao Yan and
Yan Li and
Mingji Han and
Bo Tang},
title = {Extracting Top- Frequent and Diversified Patterns in Knowledge Graphs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
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year = {2024},
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doi = {10.1109/TKDE.2022.3233594},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZengUYLHT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/ZhangDTH24,
author = {Qinggang Zhang and
Junnan Dong and
Qiaoyu Tan and
Xiao Huang},
title = {Integrating Entity Attributes for Error-Aware Knowledge Graph Embedding},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1667--1682},
year = {2024},
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doi = {10.1109/TKDE.2023.3310149},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangDTH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangDZCW24,
author = {Wei Zhang and
Zhaohong Deng and
Te Zhang and
Kup{-}Sze Choi and
Shitong Wang},
title = {Multi-View Fuzzy Representation Learning With Rules Based Model},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {736--749},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3295874},
doi = {10.1109/TKDE.2023.3295874},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangDZCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangFWQST24,
author = {Dan Zhang and
Wenzheng Feng and
Yuandong Wang and
Zhongang Qi and
Ying Shan and
Jie Tang},
title = {DropConn: Dropout Connection Based Random GNNs for Molecular Property
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {518--529},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3290032},
doi = {10.1109/TKDE.2023.3290032},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangFWQST24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangGOYLT24,
author = {Fan Zhang and
Haicheng Guo and
Dian Ouyang and
Shiyu Yang and
Xuemin Lin and
Zhihong Tian},
title = {Size-Constrained Community Search on Large Networks: An Effective
and Efficient Solution},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {356--371},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3280483},
doi = {10.1109/TKDE.2023.3280483},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangGOYLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangJYFKZLYCW24,
author = {Shengyu Zhang and
Ziqi Jiang and
Jiangchao Yao and
Fuli Feng and
Kun Kuang and
Zhou Zhao and
Shuo Li and
Hongxia Yang and
Tat{-}Seng Chua and
Fei Wu},
title = {Causal Distillation for Alleviating Performance Heterogeneity in Recommender
Systems},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {459--474},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3290545},
doi = {10.1109/TKDE.2023.3290545},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangJYFKZLYCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangL24,
author = {Delvin Ce Zhang and
Hady W. Lauw},
title = {Topic Modeling on Document Networks With Dirichlet Optimal Transport
Barycenter},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1328--1340},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303465},
doi = {10.1109/TKDE.2023.3303465},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLJWLT24,
author = {Donghao Zhang and
Zhenyu Liu and
Weiqiang Jia and
Fei Wu and
Hui Liu and
Jianrong Tan},
title = {Dual Attention Graph Convolutional Network for Relation Extraction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {530--543},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3289879},
doi = {10.1109/TKDE.2023.3289879},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangLJWLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLLZTLX24,
author = {Hanlin Zhang and
Shuai Lin and
Weiyang Liu and
Pan Zhou and
Jian Tang and
Xiaodan Liang and
Eric P. Xing},
title = {Iterative Graph Self-Distillation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1161--1169},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3303885},
doi = {10.1109/TKDE.2023.3303885},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangLLZTLX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangLMLRM24,
author = {Man Zhang and
Xinghua Li and
Yinbin Miao and
Bin Luo and
Yanbing Ren and
Siqi Ma},
title = {{PEAK:} Privacy-Enhanced Incentive Mechanism for Distributed -Anonymity
in {LBS}},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {781--794},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3295451},
doi = {10.1109/TKDE.2023.3295451},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangLMLRM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangPLCLWLW24,
author = {Yufeng Zhang and
Jialu Pan and
Wanwei Liu and
Zhenbang Chen and
Kenli Li and
Ji Wang and
Zhiming Liu and
Hongmei Wei},
title = {Kullback-Leibler Divergence-Based Out-of-Distribution Detection With
Flow-Based Generative Models},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1683--1697},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3309853},
doi = {10.1109/TKDE.2023.3309853},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangPLCLWLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangRFWCZ24,
author = {Haonan Zhang and
Yuyang Ren and
Luoyi Fu and
Xinbing Wang and
Guihai Chen and
Chenghu Zhou},
title = {Multi-Scale Self-Supervised Graph Contrastive Learning With Injective
Node Augmentation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {261--274},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3278463},
doi = {10.1109/TKDE.2023.3278463},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangRFWCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangSTZYCQ24,
author = {Rui Zhang and
Yixin Su and
Bayu Distiawan Trisedya and
Xiaoyan Zhao and
Min Yang and
Hong Cheng and
Jianzhong Qi},
title = {AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment
Enabled by Large Language Models},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2357--2371},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3325484},
doi = {10.1109/TKDE.2023.3325484},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangSTZYCQ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangXMLYL24,
author = {Xiaokun Zhang and
Bo Xu and
Fenglong Ma and
Chenliang Li and
Liang Yang and
Hongfei Lin},
title = {Beyond Co-Occurrence: Multi-Modal Session-Based Recommendation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1450--1462},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3309995},
doi = {10.1109/TKDE.2023.3309995},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangXMLYL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangYM24,
author = {Xianyong Zhang and
Zhong Yuan and
Duoqian Miao},
title = {Outlier Detection Using Three-Way Neighborhood Characteristic Regions
and Corresponding Fusion Measurement},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2082--2095},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312108},
doi = {10.1109/TKDE.2023.3312108},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangYM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangYY24,
author = {Shijie Zhang and
Wei Yuan and
Hongzhi Yin},
title = {Comprehensive Privacy Analysis on Federated Recommender System Against
Attribute Inference Attacks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {987--999},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3295601},
doi = {10.1109/TKDE.2023.3295601},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangYY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZWY24,
author = {Hongbin Zhang and
Qixin Zhang and
Feng Wu and
Yu Yang},
title = {Dynamic Assortment Selection Under Inventory and Limited Switches
Constraints},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1056--1068},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3301649},
doi = {10.1109/TKDE.2023.3301649},
timestamp = {Tue, 05 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZZZ24,
author = {Mei Zhang and
Yong{-}Dao Zhou and
Zheng Zhou and
Aijun Zhang},
title = {Model-Free Subsampling Method Based on Uniform Designs},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1210--1220},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3297167},
doi = {10.1109/TKDE.2023.3297167},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZZZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoAXG24,
author = {Xingyu Zhao and
Yuexuan An and
Ning Xu and
Xin Geng},
title = {Variational Continuous Label Distribution Learning for Multi-Label
Text Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2716--2729},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3323401},
doi = {10.1109/TKDE.2023.3323401},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoAXG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoMLJZ24,
author = {Wei Zhao and
Jiali Mao and
Xingyi Lv and
Cheqing Jin and
Aoying Zhou},
title = {Multi-Source Domain Adaptation Enhanced Warehouse Dwell Time Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2533--2547},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324656},
doi = {10.1109/TKDE.2023.3324656},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoMLJZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhaoZLHWF24,
author = {Chuang Zhao and
Hongke Zhao and
Xiaomeng Li and
Ming He and
Jiahui Wang and
Jianping Fan},
title = {Cross-Domain Recommendation via Progressive Structural Alignment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2401--2415},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3324912},
doi = {10.1109/TKDE.2023.3324912},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhaoZLHWF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhengCWZYZ24,
author = {Shangfei Zheng and
Wei Chen and
Weiqing Wang and
Pengpeng Zhao and
Hongzhi Yin and
Lei Zhao},
title = {Multi-Hop Knowledge Graph Reasoning in Few-Shot Scenarios},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1713--1727},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3304665},
doi = {10.1109/TKDE.2023.3304665},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhengCWZYZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhengFPJPWWY24,
author = {Chuanpan Zheng and
Xiaoliang Fan and
Shirui Pan and
Haibing Jin and
Zhaopeng Peng and
Zonghan Wu and
Cheng Wang and
Philip S. Yu},
title = {Spatio-Temporal Joint Graph Convolutional Networks for Traffic Forecasting},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {372--385},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3284156},
doi = {10.1109/TKDE.2023.3284156},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhengFPJPWWY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhongZYXYZYG24,
author = {Hao Zhong and
Yubo Zhang and
Chenggang Yan and
Zuxing Xuan and
Ting Yu and
Ji Zhang and
Shihui Ying and
Yue Gao},
title = {Penalized Flow Hypergraph Local Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2110--2125},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3319019},
doi = {10.1109/TKDE.2023.3319019},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhongZYXYZYG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouDLLJLS24,
author = {Peng Zhou and
Liang Du and
Xinwang Liu and
Zhaolong Ling and
Xia Ji and
Xuejun Li and
Yi{-}Dong Shen},
title = {Partial Clustering Ensemble},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2096--2109},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3321913},
doi = {10.1109/TKDE.2023.3321913},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouDLLJLS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouHYD24,
author = {Peng Zhou and
Boao Hu and
Dengcheng Yan and
Liang Du},
title = {Clustering Ensemble via Diffusion on Adaptive Multiplex},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {4},
pages = {1463--1474},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3311409},
doi = {10.1109/TKDE.2023.3311409},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouHYD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhouWL24,
author = {Xiaoling Zhou and
Ou Wu and
Mengyang Li},
title = {Investigating the Sample Weighting Mechanism Using an Interpretable
Weighting Framework},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {2041--2055},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3316168},
doi = {10.1109/TKDE.2023.3316168},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhouWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuLWJSWXY24,
author = {Xiangru Zhu and
Zhixu Li and
Xiaodan Wang and
Xueyao Jiang and
Penglei Sun and
Xuwu Wang and
Yanghua Xiao and
Nicholas Jing Yuan},
title = {Multi-Modal Knowledge Graph Construction and Application: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {2},
pages = {715--735},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2022.3224228},
doi = {10.1109/TKDE.2022.3224228},
timestamp = {Fri, 26 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuLWJSWXY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuTLLZ24,
author = {Yulin Zhu and
Liang Tong and
Gaolei Li and
Xiapu Luo and
Kai Zhou},
title = {FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-Based Node
Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2476--2489},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3322129},
doi = {10.1109/TKDE.2023.3322129},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuTLLZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuZGLYS24,
author = {Lei Zhu and
Chaoqun Zheng and
Weili Guan and
Jingjing Li and
Yang Yang and
Heng Tao Shen},
title = {Multi-Modal Hashing for Efficient Multimedia Retrieval: {A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {1},
pages = {239--260},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3282921},
doi = {10.1109/TKDE.2023.3282921},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuZGLYS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuZHD24,
author = {Qiannan Zhu and
Haobo Zhang and
Qing He and
Zhicheng Dou},
title = {Query-Aware Explainable Product Search With Reinforcement Knowledge
Graph Reasoning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {3},
pages = {1260--1273},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3297331},
doi = {10.1109/TKDE.2023.3297331},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuZHD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZouXLW24,
author = {Kai Zou and
Xike Xie and
Haoyun Li and
X. Sean Wang},
title = {Multithreading Heterogeneous Graph Aggregation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2548--2562},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3320127},
doi = {10.1109/TKDE.2023.3320127},
timestamp = {Mon, 06 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZouXLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZouYSDWZ24,
author = {Tao Zou and
Le Yu and
Leilei Sun and
Bowen Du and
Deqing Wang and
Fuzhen Zhuang},
title = {Event-Based Dynamic Graph Representation Learning for Patent Application
Trend Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {5},
pages = {1951--1963},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3312333},
doi = {10.1109/TKDE.2023.3312333},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZouYSDWZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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