IEEE Transactions on Knowledge and Data Engineering 2023: all accepted papers
- DropConn: Dropout Connection Based Random GNNs for Molecular Property Prediction ↗Dan Zhang, Wenzheng Feng, Yuandong Wang et al.17 citations
- Efficient Balanced Signed Biclique Search in Signed Bipartite Graphs ↗Renjie Sun, Yanping Wu, Xiaoyang Wang et al.17 citations
- Enabling Privacy-Preserving and Efficient Authenticated Graph Queries on Blockchain-Assisted Clouds ↗Haotian Wu, Zecheng Li, Rui Song et al.17 citations
- FocusedCleaner: Sanitizing Poisoned Graphs for Robust GNN-Based Node Classification ↗Yulin Zhu, Liang Tong, Gaolei Li et al.17 citations
- GTCAlign: Global Topology Consistency-Based Graph Alignment ↗Chenxu Wang, Peijing Jiang, Xiangliang Zhang et al.17 citations
- Multi-Task Weakly Supervised Learning for Origin–Destination Travel Time Estimation ↗Hongjun Wang, Zhiwen Zhang, Zipei Fan et al.17 citations
- Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory ↗Jingyong Su, Junyao Ye, Liqiang Nie et al.17 citations
- Size-Constrained Community Search on Large Networks: An Effective and Efficient Solution ↗Fan Zhang, Haicheng Guo, Dian Ouyang et al.17 citations
- Structure-Aware Subspace Clustering ↗Simin Kou, Xuesong Yin, Yigang Wang et al.17 citations
- A Light-Weight and Robust Tensor Convolutional Autoencoder for Anomaly Detection ↗Xiaocan Li, Kun Xie, Xin Wang et al.16 citations
- Efficient Community Search in Edge-Attributed Graphs ↗Ling Li, Yuhai Zhao, Siqiang Luo et al.16 citations
- GAN-Based Temporal Association Rule Mining on Multivariate Time Series Data ↗Guoliang He, Lifang Dai, Zhiwen Yu et al.16 citations
- GSim: A Graph Neural Network Based Relevance Measure for Heterogeneous Graphs ↗Linhao Luo, Yixiang Fang, Moli Lu et al.16 citations
- GTRL: An Entity Group-Aware Temporal Knowledge Graph Representation Learning Method ↗Xing Tang, Ling Chen16 citations
- Hierarchical Aggregations for High-Dimensional Multiplex Graph Embedding ↗Kamel Abdous, Nairouz Mrabah, Mohamed Bouguessa16 citations
- MINING: Multi-Granularity Network Alignment Based on Contrastive Learning ↗Zhongbao Zhang, Shuai Gao, Sen Su et al.16 citations
- RFDG: Reinforcement Federated Domain Generalization ↗Zeli Guan, Yawen Li, Zhenhui Pan et al.16 citations
- Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation ↗Xuefeng Zhang, Richong Zhang, Junfan Chen et al.16 citations
- Semi-Supervised Local Community Detection ↗Ni Li, Junnan Ge, Yiwen Zhang et al.16 citations
- Simultaneous Deep Clustering and Feature Selection via K-Concrete Autoencoder ↗Woojin Doo, Heeyoung Kim16 citations
- WL-Align: Weisfeiler-Lehman Relabeling for Aligning Users Across Networks via Regularized Representation Learning ↗Li Liu, Penggang Chen, Xin Li et al.16 citations
- Worker-Churn-Based Task Assignment With Context-LSTM in Spatial Crowdsourcing ↗Yan Li Zhao, Tinghao Lai, Ziwei Wang et al.16 citations
- AiFed: An Adaptive and Integrated Mechanism for Asynchronous Federated Data Mining ↗Linlin You, Sheng Liu, Tao Wang et al.15 citations
- Cross-Graph Embedding With Trainable Proximity for Graph Alignment ↗Wei Tang, Haifeng Sun, Jingyu Wang et al.15 citations
- DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts ↗Junyi Guan, Sheng Li, Xiaojun Chen et al.15 citations
- Denoising Variational Graph of Graphs Auto-Encoder for Predicting Structured Entity Interactions ↗Han Chen, Hanchen Wang, Hongmei Chen et al.15 citations
- Efficient Maximal Biclique Enumeration on Large Uncertain Bipartite Graphs ↗Jianhua Wang, Jianye Yang, Ziyi Ma et al.15 citations
- GNNGO3D: Protein Function Prediction Based on 3D Structure and Functional Hierarchy Learning ↗Liyuan Zhang, Yongquan Jiang, Yan Zhu Yang15 citations
- Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation ↗Naicheng Guo, Xiaolei Liu, Shaoshuai Li et al.15 citations
- Joint Network Topology Inference via Structural Fusion Regularization ↗Yanli Yuan, De Wen Soh, Kun Guo et al.15 citations
- Kullback-Leibler Divergence-Based Out-of-Distribution Detection With Flow-Based Generative Models ↗Yufeng Zhang, Jialu Pan, Wanwei Liu et al.15 citations
- Model-Free Subsampling Method Based on Uniform Designs ↗Mei Zhang, Yongdao Zhou, Zheng Zhou et al.15 citations
- Preference-Aware Group Task Assignment in Spatial Crowdsourcing: Effectiveness and Efficiency ↗Yan Li Zhao, Jiaxin Liu, Yunchuan Li et al.15 citations
- veffChain: Enabling Freshness Authentication of Rich Queries Over Blockchain Databases ↗Qin Liu, Yu Peng, Ziyi Tang et al.15 citations
- A Fast Algorithm for Moderating Critical Nodes via Edge Removal ↗Changan Liu, Xiaotian Zhou, Ahad N. Zehmakan et al.14 citations
- Automatic Context Pattern Generation for Entity Set Expansion ↗Yinghui Li, Shulin Huang, Xinwei Zhang et al.14 citations
- Densest Periodic Subgraph Mining on Large Temporal Graphs ↗Hongchao Qin, Rong-Hua Li, Ye Yuan et al.14 citations
- Fraction-Score: A Generalized Support Measure for Weighted and Maximal Co-Location Pattern Mining ↗Harry Kai-Ho Chan, Cheng Long, Da Yan et al.14 citations
- Generating Counterfactual Instances for Explainable Class-Imbalance Learning ↗Zhi Chen, Jiang Duan, Kang Li et al.14 citations
- HSMH: A Hierarchical Sequence Multi-Hop Reasoning Model With Reinforcement Learning ↗Dan Wang, Bo Li, Bin Song et al.14 citations
- Knowledge Graph-Based Behavior Denoising and Preference Learning for Sequential Recommendation ↗Hongzhi Liu, Yao Zhu, Zhonghai Wu14 citations
- Learning Idempotent Representation for Subspace Clustering ↗Lai Wei, Shiteng Liu, Ri‐Gui Zhou et al.14 citations
- No DBA? No Regret! Multi-Armed Bandits for Index Tuning of Analytical and HTAP Workloads With Provable Guarantees ↗R. Malinga Perera, Bastian Oetomo, Benjamin I. P. Rubinstein et al.14 citations
- On Atomicity and Confidentiality Across Blockchains Under Failures ↗Yuechen Tao, Bo Li, Baochun Li14 citations
- Reveal Your Images: Gradient Leakage Attack Against Unbiased Sampling-Based Secure Aggregation ↗Yilong Yang, Zhuo Ma, Bin Xiao et al.14 citations
- Single-Site Perishable Inventory Management Under Uncertainties: A Deep Reinforcement Learning Approach ↗Kaixin Wang, Cheng Long, Darrell Joshua Ong et al.14 citations
- SketchNE: Embedding Billion-Scale Networks Accurately in One Hour ↗Yuyang Xie, Yuxiao Dong, Jiezhong Qiu et al.14 citations
- Toward Enhanced Robustness in Unsupervised Graph Representation Learning: A Graph Information Bottleneck Perspective ↗Jihong Wang, Minnan Luo, Jundong Li et al.14 citations
- Towards Effective and Robust Graph Contrastive Learning with Graph Autoencoding ↗Wenzhi Li, Chang‐Dong Wang, Jianhuang Lai et al.14 citations
- Variational Inference Over Graph: Knowledge Representation for Deep Process Data Analytics ↗Zhichao Chen, Zhihuan Song, Zhiqiang Ge14 citations
- Continuous-Time User Preference Modelling for Temporal Sets Prediction ↗Le Yu, Zihang Liu, Leilei Sun et al.13 citations
- LiteWSEC: A Lightweight Framework for Web-Scale Spectral Ensemble Clustering ↗Geping Yang, Sucheng Deng, Can Chen et al.13 citations
- Normalized Robust PCA With Adaptive Reconstruction Error Minimization ↗Yunlong Gao, Yuzhe Feng, Youwei Xie et al.13 citations
- PEAK: Privacy-Enhanced Incentive Mechanism for Distributed K-Anonymity in LBS ↗Man Zhang, Xinghua Li, Yinbin Miao et al.13 citations
- Parallel Hub Labeling Maintenance With High Efficiency in Dynamic Small-World Networks ↗Mengxuan Zhang, Lei Li, Goce Trajcevski et al.13 citations
- Parallel and External-Memory Construction of Minimal Perfect Hash Functions With PTHash ↗Giulio Ermanno Pibiri, Roberto Trani13 citations
- SEAnet: A Deep Learning Architecture for Data Series Similarity Search ↗Qitong Wang, Themis Palpanas13 citations
- Synthesizing Human Trajectories Based on Variational Point Processes ↗Huandong Wang, Qizhong Zhang, Yuchen Wu et al.13 citations
- Trajectory-Aware Task Coalition Assignment in Spatial Crowdsourcing ↗Yuan Xie, Fan Wu, Xu Zhou et al.13 citations
- Balanced Class-Incremental 3D Object Classification and Retrieval ↗An-An Liu, Hao‐Chun Lu, Heyu Zhou et al.12 citations
- Bidirectional String Anchors for Improved Text Indexing and Top-K Similarity Search ↗Grigorios Loukides, Solon P. Pissis, Michelle Sweering12 citations
- Boosting Subspace Co-Clustering via Bilateral Graph Convolution ↗Chakib Fettal, Lazhar Labiod, Mohamed Nadif12 citations
- CGF: A Category Guidance Based PM2.5 Sequence Forecasting Training Framework ↗Haomin Yu, Jilin Hu, Xinyuan Zhou et al.12 citations
- Cohesive Subgraph Discovery Over Uncertain Bipartite Graphs ↗Kai Wang, Gengda Zhao, Wenjie Zhang et al.12 citations
- DIOR: Learning to Hash With Label Noise Via Dual Partition and Contrastive Learning ↗Haixin Wang, HuiYu Jiang, Jinan Sun et al.12 citations
- DP2-Pub: Differentially Private High-Dimensional Data Publication With Invariant Post Randomization ↗Honglu Jiang, Haotian Yu, Xiuzhen Cheng et al.12 citations
- Detecting Malicious Accounts in Online Developer Communities Using Deep Learning ↗Qingyuan Gong, Yushan Liu, Jiayun Zhang et al.12 citations
- FedEDB: Building a Federated and Encrypted Data Store via Consortium Blockchains ↗Yu Guo, Yuxin Xi, Haodi Wang et al.12 citations
- Knowledge-Aware Collaborative Filtering With Pre-Trained Language Model for Personalized Review-Based Rating Prediction ↗Quanxiu Wang, Xinlei Cao, Jianyong Wang et al.12 citations
- Quantum Bandit With Amplitude Amplification Exploration in an Adversarial Environment ↗Byungjin Cho, Yu Xiao, Pan Hui et al.12 citations
- Reinforced Imitative Graph Learning for Mobile User Profiling ↗Dongjie Wang, Pengyang Wang, Yanjie Fu et al.12 citations
- Time-Aware Dynamic Graph Embedding for Asynchronous Structural Evolution ↗Yu Yang, Hongzhi Yin, Jiannong Cao et al.12 citations
- A Distributed Privacy-Preserving Learning Dynamics in General Social Networks ↗Youming Tao, Shuzhen Chen, Feng Li et al.11 citations
- Bidirectional Attentive Multi-View Clustering ↗Jitao Lu, Feiping Nie, Xia Dong et al.11 citations
- Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression ↗Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen et al.11 citations
- Distance Information Improves Heterogeneous Graph Neural Networks ↗Chuan Shi, Houye Ji, Zhiyuan Lu et al.11 citations
- Dynamic Graph Embedding via Meta-Learning ↗Yuren Mao, Hao Yu, Xin Cao et al.11 citations
- Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction ↗Tao Zou, Le Yu, Leilei Sun et al.11 citations
- Exploiting Group-Level Behavior Pattern for Session-Based Recommendation ↗Ziyang Wang, Wei Wei, Shanshan Feng et al.11 citations
- Graph Adversarial Immunization for Certifiable Robustness ↗Shuchang Tao, Qi Cao, Huawei Shen et al.11 citations
- Imbalanced Clustering With Theoretical Learning Bounds ↗Jing Zhang, Hong Tao, Chenping Hou11 citations
- Investigating the Sample Weighting Mechanism Using an Interpretable Weighting Framework ↗Xiaoling Zhou, Ou Wu, Mengyang Li11 citations
- Minimum Recall-Based Loss Function for Imbalanced Time Series Classification ↗Josu Ircio, Aizea Lojo, Usue Mori et al.11 citations
- Query-Aware Explainable Product Search With Reinforcement Knowledge Graph Reasoning ↗Qiannan Zhu, Haobo Zhang, Qing He et al.11 citations
- Robust Multi-View Clustering Through Partition Integration on Stiefel Manifold ↗Yu Hu, Endai Guo, Zhi Xie et al.11 citations
- SpikeLog: Log-Based Anomaly Detection via Potential-Assisted Spiking Neuron Network ↗Jiaxing Qi, Zhongzhi Luan, Shaohan Huang et al.11 citations
- Temporal Heterogeneous Information Network Embedding via Semantic Evolution ↗Wei Zhou, Hong Huang, Ruize Shi et al.11 citations
- Top-k Community Similarity Search Over Large-Scale Road Networks ↗Niranjan Rai, Xiang Lian11 citations
- Topic Modeling on Document Networks With Dirichlet Optimal Transport Barycenter ↗Delvin Ce Zhang, Hady Wirawan Lauw11 citations
- Unsupervised Detection of Behavioural Drifts With Dynamic Clustering and Trajectory Analysis ↗Bardh Prenkaj, Paola Velardi11 citations
- A Unified Framework for Contextual and Factoid Question Generation ↗Chenhe Dong, Ying Shen, Shiyang Lin et al.10 citations
- An Efficient Data Structure for Dynamic Graph on GPUs ↗Lei Zou, Fan Zhang, Yinnian Lin et al.10 citations
- Change Point Detection in Multi-Channel Time Series via a Time-Invariant Representation ↗Zhenxiang Cao, Nick Seeuws, Maarten De Vos et al.10 citations
- Enhance Knowledge Graph Embedding by Mixup ↗Tianyang Xie, Yong Ge10 citations
- Enhancing Locally Adaptive Smoothing of Graph Neural Networks Via Laplacian Node Disagreement ↗Yu Wang, Liang Qing Hu, Xiaofeng Cao et al.10 citations
- Event-Oriented Visual Question Answering: The E-VQA Dataset and Benchmark ↗Zhenguo Yang, Jiale Xiang, Jiuxiang You et al.10 citations
- Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device ↗Feng Zhang, Ruofan Wu, Jiawei Guan et al.10 citations
- Feature-Aware Contrastive Learning With Bidirectional Transformers for Sequential Recommendation ↗Hanwen Du, Huanhuan Yuan, Pengpeng Zhao et al.10 citations
- Global Ontology Entities Embeddings ↗Achref Benarab, Jianguo Sun, Fahad Rafique et al.10 citations
- Learnable Model Augmentation Contrastive Learning for Sequential Recommendation ↗Yongjing Hao, Pengpeng Zhao, Xuefeng Xian et al.10 citations
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