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ACM Transactions on Knowledge Discovery from Data 2023: all accepted papers

155 papers · page 1 of 2 · the most cited first · ← ACM Transactions on Knowledge Discovery from Data 2023

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  1. A Survey on Explainable Anomaly Detection ↗Zhong Li, Yuxuan Zhu, Matthijs van Leeuwen132 citations
  2. ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data ↗Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan et al.76 citations
  3. Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning ↗Xiao Luo, Wei Ju, Yiyang Gu et al.67 citations
  4. A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization ↗Yandi Li, Haobo Gao, Yunxuan Gao et al.62 citations
  5. StructCoder: Structure-Aware Transformer for Code Generation ↗Sindhu Tipirneni, Ming Zhu, Chandan K. A. Reddy56 citations
  6. Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting ↗Ling Chen, Jiahui Xu, Binqing Wu et al.53 citations
  7. Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination ↗Zhe Liu, Sukumar Letchmunan47 citations
  8. A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization ↗Dexian Wang, Tianrui Li, Ping Deng et al.46 citations
  9. Overlapping Graph Clustering in Attributed Networks via Generalized Cluster Potential Game ↗Hui‐Jia Li, Yuhao Feng, Chengyi Xia et al.45 citations
  10. Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency ↗Yong-Feng Ge, Elisa Bertino, Hua Wang et al.39 citations
  11. Multi-Label Feature Selection Via Adaptive Label Correlation Estimation ↗Zan Zhang, Zhe Zhang, Jialu Yao et al.39 citations
  12. Graph Time-series Modeling in Deep Learning: A Survey ↗Hongjie Chen, Hoda Eldardiry38 citations
  13. Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies ↗Yao Wu, Jian Cao, Guandong Xu35 citations
  14. Review of Clustering Methods for Functional Data ↗Mimi Zhang, Andrew C. Parnell34 citations
  15. A Survey on Bid Optimization in Real-Time Bidding Display Advertising ↗Weitong Ou, Bo Chen, Xinyi Dai et al.32 citations
  16. Graph Mining for Cybersecurity: A Survey ↗Bo Yan, Cheng Hong Yang, Chuan Shi et al.32 citations
  17. FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs ↗Taolin Zhang, Chengyuan Mai, Yaomin Chang et al.31 citations
  18. Graph Domain Adaptation: A Generative View ↗Ruichu Cai, Fengzhu Wu, Zijian Li et al.26 citations
  19. Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks ↗Wei Chen, Chao Huang, Yanwei Yu et al.26 citations
  20. Modeling Long- and Short-Term User Preferences via Self-Supervised Learning for Next POI Recommendation ↗Shaowei Jiang, Wei He, Lizhen Cui et al.25 citations
  21. Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams ↗Ben Halstead, Yun Sing Koh, Patricia Riddle et al.23 citations
  22. Neighborhood Weighted Voting-Based Noise Correction for Crowdsourcing ↗Huiru Li, Liangxiao Jiang, Siqing Xue23 citations
  23. A Dynamic Attributes-driven Graph Attention Network Modeling on Behavioral Finance for Stock Prediction ↗Qiuyue Zhang, Yunfeng Zhang, Xunxiang Yao et al.22 citations
  24. DMGF-Net: An Efficient Dynamic Multi-Graph Fusion Network for Traffic Prediction ↗He Li, Duo Jin, Xuejiao Li et al.22 citations
  25. Adaptive Neighbor Graph Aggregated Graph Attention Network for Heterogeneous Graph Embedding ↗Kai-Biao Lin, Jin-Po Chen, Chen Ruicong et al.21 citations
  26. Causal Disentanglement for Implicit Recommendations with Network Information ↗Paras Sheth, Ruocheng Guo, Lu Cheng et al.21 citations
  27. Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning ↗Jingke Tu, Jiaming Huang, Lei Yang et al.21 citations
  28. Contrastive Learning Based Graph Convolution Network for Social Recommendation ↗Jiabo Zhuang, Shunmei Meng, Jing Zhang et al.20 citations
  29. TechPat: Technical Phrase Extraction for Patent Mining ↗Ye Liu, Han Wu, Zhenya Huang et al.20 citations
  30. Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation ↗Chi-Wei Hsu, Chiao-Ting Chen, Szu-Hao Huang19 citations
  31. Learning the Explainable Semantic Relations via Unified Graph Topic-Disentangled Neural Networks ↗Likang Wu, Hongke Zhao, Zhi Li et al.19 citations
  32. Multi-View Graph Convolutional Networks with Differentiable Node Selection ↗Zhaoliang Chen, Lele Fu, Shunxin Xiao et al.19 citations
  33. TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization ↗Jiewen Deng, Jinliang Deng, Du Yin et al.19 citations
  34. Understanding Any Time Series Classifier with a Subsequence-based Explainer ↗Francesco Spinnato, Riccardo Guidotti, Anna Monreale et al.19 citations
  35. Discovering Interesting Patterns from Hypergraphs ↗Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah et al.18 citations
  36. HUSP-SP: Faster Utility Mining on Sequence Data ↗Chunkai Zhang, Yuting Yang, Zilin Du et al.18 citations
  37. Pre-training Question Embeddings for Improving Knowledge Tracing with Self-supervised Bi-graph Co-contrastive Learning ↗Wentao Wang, Huifang Ma, Yan Zhao et al.18 citations
  38. Privacy-Preserving Personalized Fitness Recommender System P 3 FitRec : A Multi-level Deep Learning Approach ↗Xiao Liu, Bonan Gao, Basem Suleiman et al.18 citations
  39. Road Network Representation Learning: A Dual Graph-based Approach ↗Liang Zhang, Cheng Long18 citations
  40. STA-TCN: Spatial-temporal Attention over Temporal Convolutional Network for Next Point-of-interest Recommendation ↗Junjie Ou, Haiming Jin, Xiaocheng Wang et al.18 citations
  41. ArieL : Adversarial Graph Contrastive Learning ↗Shengyu Feng, Baoyu Jing, Yada Zhu et al.17 citations
  42. Multifaceted Relation-aware Meta-learning with Dual Customization for User Cold-start Recommendation ↗Chunyang Wang, Yanmin Zhu, Haobing Liu et al.17 citations
  43. TDAN: Transferable Domain Adversarial Network for Link Prediction in Heterogeneous Social Networks ↗Huan Wang, Guoquan Liu, Po Hu17 citations
  44. Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective ↗Meng Xiao, Dongjie Wang, Min Wu et al.17 citations
  45. DEWP: Deep Expansion Learning for Wind Power Forecasting ↗Wei Fan, Yanjie Fu, Shun Zheng et al.16 citations
  46. Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation ↗Chao Long, Huanhuan Yuan, Junhua Fang et al.16 citations
  47. Towards a Better Tradeoff between Quality and Efficiency of Community Detection: An Inductive Embedding Method across Graphs ↗Meng Qin, Chaorui Zhang, Bo Bob Bai et al.16 citations
  48. Measuring and Mitigating Gender Bias in Legal Contextualized Language Models ↗Mustafa Bozdag, Nurullah Sevim, Aykut Koç15 citations
  49. Revisiting the Role of Heterophily in Graph Representation Learning: An Edge Classification Perspective ↗Jincheng Huang, Ping Li, Rui Huang et al.15 citations
  50. SILVAN : Estimating Betweenness Centralities with Progressive Sampling and Non-uniform Rademacher Bounds ↗Leonardo Pellegrina, Fabio Vandin15 citations
  51. Graph-based Text Classification by Contrastive Learning with Text-level Graph Augmentation ↗Ximing Li, Bing Wang, Yang Wang et al.14 citations
  52. Rationalizing Graph Neural Networks with Data Augmentation ↗Gang Liu, Eric Inae, Tengfei Luo et al.14 citations
  53. Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast ↗Kejia Chen, Linsong Liu, Linpu Jiang et al.14 citations
  54. Efficient and Effective Academic Expert Finding on Heterogeneous Graphs through ( k , 𝒫)-Core based Embedding ↗Yuxiang Wang, Jun Liu, Xiaoliang Xu et al.13 citations
  55. Modeling Users’ Curiosity in Recommender Systems ↗Zhe Fu, Xi Niu13 citations
  56. Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation ↗Yunyi Li, Yongjing Hao, Pengpeng Zhao et al.12 citations
  57. Improving Node Classification Accuracy of GNN through Input and Output Intervention ↗Anjan Chowdhury, Sriram Srinivasan, Animesh Mukherjee et al.12 citations
  58. LSAB: User Behavioral Pattern Modeling in Sequential Recommendation by Learning Self-Attention Bias ↗Di Han, Yifan Huang, Junmin Liu et al.12 citations
  59. Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs ↗Shenyang Huang, Samy Coulombe, Yasmeen Hitti et al.12 citations
  60. Multi-Level Visual Similarity Based Personalized Tourist Attraction Recommendation Using Geo-Tagged Photos ↗Ling Chen, Dandan Lyu, Shanshan Yu et al.12 citations
  61. Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation ↗Xiao Luo, Daqing Wu, Yiyang Gu et al.11 citations
  62. Diverse Structure-Aware Relation Representation in Cross-Lingual Entity Alignment ↗Yuhong Zhang, Jianqing Wu, Kui Yu et al.11 citations
  63. Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning ↗Kui Yu, Zhaolong Ling, Lin Liu et al.11 citations
  64. MEGA: Meta-Graph Augmented Pre-Training Model for Knowledge Graph Completion ↗Yashen Wang, Xiaoye Ouyang, Dayu Guo et al.11 citations
  65. Sequential and Graphical Cross-Domain Recommendations with a Multi-View Hierarchical Transfer Gate ↗Huiyuan Li, Li Yu, Xi Niu et al.11 citations
  66. Server-Client Collaborative Distillation for Federated Reinforcement Learning ↗Weiming Mai, Jiangchao Yao, Chen Gong et al.11 citations
  67. A Lightweight, Effective, and Efficient Model for Label Aggregation in Crowdsourcing ↗Yi Yang, Zhong‐Qiu Zhao, Gongqing Wu et al.10 citations
  68. EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party ↗Yimin Huang, Wanwan Wang, Xingying Zhao et al.10 citations
  69. Laplacian-based Cluster-Contractive t-SNE for High-Dimensional Data Visualization ↗Yan Sun, Yi Han, Jicong Fan10 citations
  70. Multi-view Ensemble Clustering via Low-rank and Sparse Decomposition: From Matrix to Tensor ↗Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen et al.10 citations
  71. Multi-view Graph Representation Learning Beyond Homophily ↗Bei Lin, You Li, Ning Gui et al.10 citations
  72. Robust Graph Meta-Learning for Weakly Supervised Few-Shot Node Classification ↗Kaize Ding, Jianling Wang, Jundong Li et al.10 citations
  73. Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection ↗Dan Shi, Lei Zhu, Xiao ming Dong et al.9 citations
  74. Efficient Density-peaks Clustering Algorithms on Static and Dynamic Data in Euclidean Space ↗Daichi Amagata, Takahiro Hara9 citations
  75. HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction ↗Youru Li, Zhenfeng Zhu, Xiaobo Guo et al.9 citations
  76. Information-aware Multi-view Outlier Detection ↗Jinrong Lai, Tong Wang, Chuan Chen et al.9 citations
  77. Instrumental Variable-Driven Domain Generalization with Unobserved Confounders ↗Junkun Yuan, Xu Ma, Ruoxuan Xiong et al.9 citations
  78. Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data ↗Qiang Huang, Jing Ma, Jundong Li et al.9 citations
  79. NNC-GCN: Neighbours-to-Neighbours Contrastive Graph Convolutional Network for Semi-Supervised Classification ↗Xiao Feng, Youfa Liu, Jia Shao9 citations
  80. Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks ↗Huan Wang, Ruigang Liu, Chuanqi Shi et al.9 citations
  81. Totally-ordered Sequential Rules for Utility Maximization ↗Chunkai Zhang, Maohua Lyu, Wensheng Gan et al.9 citations
  82. Urban Knowledge Graph Aided Mobile User Profiling ↗Yu Liu, Zhilun Zhou, Yong Li et al.9 citations
  83. DuCape: Dual Quaternion and Capsule Network–Based Temporal Knowledge Graph Embedding ↗Sensen Zhang, Xun Liang, Hui Tang et al.8 citations
  84. History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network ↗Tong Xia, Yong Li, Yunhan Qi et al.8 citations
  85. Misinformation Blocking Problem in Virtual and Real Interconversion Social Networks ↗Peikun Ni, Jianming Zhu, Guoqing Wang8 citations
  86. Optimal Scale-Free Small-World Graphs with Minimum Scaling of Cover Time ↗Wanyue Xu, Zhongzhi Zhang8 citations
  87. Privacy-Preserving Non-Negative Matrix Factorization with Outliers ↗Swapnil Saha, Hafiz Imtiaz8 citations
  88. Robust Influence Maximization Under Both Aleatory and Epistemic Uncertainty ↗Tarun Kumer Biswas, Alireza Abbasi, Ripon Kumar Chakrabortty8 citations
  89. Slack-Factor-Based Fuzzy Support Vector Machine for Class Imbalance Problems ↗Jinjun Ren, Yuping Wang, Xiyan Deng8 citations
  90. Transfer Learning across Graph Convolutional Networks: Methods, Theory, and Applications ↗Meng Jiang8 citations
  91. A Clique-Querying Mining Framework for Discovering High Utility Co-Location Patterns without Generating Candidates ↗Lizhen Wang, Vanha Tran, Thanhcong Do7 citations
  92. Adapting Knowledge Inference Algorithms to Measure Geometry Competencies through a Puzzle Game ↗Sofia Strukova, José A. Ruipérez‐Valiente, Félix Gómez Mármol7 citations
  93. Adversary for Social Good: Leveraging Adversarial Attacks to Protect Personal Attribute Privacy ↗Xiaoting Li, Lingwei Chen, Dinghao Wu7 citations
  94. Differentially Private Release of Heterogeneous Network for Managing Healthcare Data ↗Rashid Hussain Khokhar, Benjamin C. M. Fung, Farkhund Iqbal et al.7 citations
  95. Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media ↗Fangfang Li, Zhi Liu, Junwen Duan et al.7 citations
  96. Fitting Imbalanced Uncertainties in Multi-output Time Series Forecasting ↗Jiezhu Cheng, Kaizhu Huang, Zibin Zheng7 citations
  97. HITS-based Propagation Paradigm for Graph Neural Networks ↗Mehak Khan, Gustavo Borges Moreno e Mello, Laurence Habib et al.7 citations
  98. LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization ↗Huiming Chen, Huandong Wang, Quanming Yao et al.7 citations
  99. REST: Debiased Social Recommendation via Reconstructing Exposure Strategies ↗Ruichu Cai, Fengzhu Wu, Zijian Li et al.7 citations
  100. Same or Different? Diff-Vectors for Authorship Analysis ↗Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani7 citations

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