---
title: "ACM Transactions on Knowledge Discovery from Data 2023 —"
description: "All 155 papers of ACM Transactions on Knowledge Discovery from Data 2023 · page 1 of 2, the most cited first; those with our summary link to it."
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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](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2023/)

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1. **[A Survey on Explainable Anomaly Detection ↗](https://doi.org/10.1145/3609333)**Zhong Li, Yuxuan Zhu, Matthijs van Leeuwen*132 citations*
2. **[ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data ↗](https://doi.org/10.1145/3587937)**Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan et al.*76 citations*
3. **[Self-supervised Graph-level Representation Learning with Adversarial Contrastive Learning ↗](https://doi.org/10.1145/3624018)**Xiao Luo, Wei Ju, Yiyang Gu et al.*67 citations*
4. **[A Survey on Influence Maximization: From an ML-Based Combinatorial Optimization ↗](https://doi.org/10.1145/3604559)**Yandi Li, Haobo Gao, Yunxuan Gao et al.*62 citations*
5. **[StructCoder: Structure-Aware Transformer for Code Generation ↗](https://doi.org/10.1145/3636430)**Sindhu Tipirneni, Ming Zhu, Chandan K. A. Reddy*56 citations*
6. **[Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting ↗](https://doi.org/10.1145/3631713)**Ling Chen, Jiahui Xu, Binqing Wu et al.*53 citations*
7. **[Enhanced Fuzzy Clustering for Incomplete Instance with Evidence Combination ↗](https://doi.org/10.1145/3638061)**Zhe Liu, Sukumar Letchmunan*47 citations*
8. **[A Generalized Deep Learning Clustering Algorithm Based on Non-Negative Matrix Factorization ↗](https://doi.org/10.1145/3584862)**Dexian Wang, Tianrui Li, Ping Deng et al.*46 citations*
9. **[Overlapping Graph Clustering in Attributed Networks via Generalized Cluster Potential Game ↗](https://doi.org/10.1145/3597436)**Hui‐Jia Li, Yuhao Feng, Chengyi Xia et al.*45 citations*
10. **[Distributed Cooperative Coevolution of Data Publishing Privacy and Transparency ↗](https://doi.org/10.1145/3613962)**Yong-Feng Ge, Elisa Bertino, Hua Wang et al.*39 citations*
11. **[Multi-Label Feature Selection Via Adaptive Label Correlation Estimation ↗](https://doi.org/10.1145/3604560)**Zan Zhang, Zhe Zhang, Jialu Yao et al.*39 citations*
12. **[Graph Time-series Modeling in Deep Learning: A Survey ↗](https://doi.org/10.1145/3638534)**Hongjie Chen, Hoda Eldardiry*38 citations*
13. **[Fairness in Recommender Systems: Evaluation Approaches and Assurance Strategies ↗](https://doi.org/10.1145/3604558)**Yao Wu, Jian Cao, Guandong Xu*35 citations*
14. **[Review of Clustering Methods for Functional Data ↗](https://doi.org/10.1145/3581789)**Mimi Zhang, Andrew C. Parnell*34 citations*
15. **[A Survey on Bid Optimization in Real-Time Bidding Display Advertising ↗](https://doi.org/10.1145/3628603)**Weitong Ou, Bo Chen, Xinyi Dai et al.*32 citations*
16. **[Graph Mining for Cybersecurity: A Survey ↗](https://doi.org/10.1145/3610228)**Bo Yan, Cheng Hong Yang, Chuan Shi et al.*32 citations*
17. **[FedEgo: Privacy-preserving Personalized Federated Graph Learning with Ego-graphs ↗](https://doi.org/10.1145/3624017)**Taolin Zhang, Chengyuan Mai, Yaomin Chang et al.*31 citations*
18. **[Graph Domain Adaptation: A Generative View ↗](https://doi.org/10.1145/3631712)**Ruichu Cai, Fengzhu Wu, Zijian Li et al.*26 citations*
19. **[Trajectory-User Linking via Hierarchical Spatio-Temporal Attention Networks ↗](https://doi.org/10.1145/3635718)**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 ↗](https://doi.org/10.1145/3597211)**Shaowei Jiang, Wei He, Lizhen Cui et al.*25 citations*
21. **[Combining Diverse Meta-Features to Accurately Identify Recurring Concept Drift in Data Streams ↗](https://doi.org/10.1145/3587098)**Ben Halstead, Yun Sing Koh, Patricia Riddle et al.*23 citations*
22. **[Neighborhood Weighted Voting-Based Noise Correction for Crowdsourcing ↗](https://doi.org/10.1145/3586998)**Huiru Li, Liangxiao Jiang, Siqing Xue*23 citations*
23. **[A Dynamic Attributes-driven Graph Attention Network Modeling on Behavioral Finance for Stock Prediction ↗](https://doi.org/10.1145/3611311)**Qiuyue Zhang, Yunfeng Zhang, Xunxiang Yao et al.*22 citations*
24. **[DMGF-Net: An Efficient Dynamic Multi-Graph Fusion Network for Traffic Prediction ↗](https://doi.org/10.1145/3586164)**He Li, Duo Jin, Xuejiao Li et al.*22 citations*
25. **[Adaptive Neighbor Graph Aggregated Graph Attention Network for Heterogeneous Graph Embedding ↗](https://doi.org/10.1145/3616377)**Kai-Biao Lin, Jin-Po Chen, Chen Ruicong et al.*21 citations*
26. **[Causal Disentanglement for Implicit Recommendations with Network Information ↗](https://doi.org/10.1145/3582435)**Paras Sheth, Ruocheng Guo, Lu Cheng et al.*21 citations*
27. **[Personalized Federated Learning with Layer-Wise Feature Transformation via Meta-Learning ↗](https://doi.org/10.1145/3638252)**Jingke Tu, Jiaming Huang, Lei Yang et al.*21 citations*
28. **[Contrastive Learning Based Graph Convolution Network for Social Recommendation ↗](https://doi.org/10.1145/3587268)**Jiabo Zhuang, Shunmei Meng, Jing Zhang et al.*20 citations*
29. **[TechPat: Technical Phrase Extraction for Patent Mining ↗](https://doi.org/10.1145/3596603)**Ye Liu, Han Wu, Zhenya Huang et al.*20 citations*
30. **[Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation ↗](https://doi.org/10.1145/3630259)**Chi-Wei Hsu, Chiao-Ting Chen, Szu-Hao Huang*19 citations*
31. **[Learning the Explainable Semantic Relations via Unified Graph Topic-Disentangled Neural Networks ↗](https://doi.org/10.1145/3589964)**Likang Wu, Hongke Zhao, Zhi Li et al.*19 citations*
32. **[Multi-View Graph Convolutional Networks with Differentiable Node Selection ↗](https://doi.org/10.1145/3608954)**Zhaoliang Chen, Lele Fu, Shunxin Xiao et al.*19 citations*
33. **[TTS-Norm: Forecasting Tensor Time Series via Multi-Way Normalization ↗](https://doi.org/10.1145/3605894)**Jiewen Deng, Jinliang Deng, Du Yin et al.*19 citations*
34. **[Understanding Any Time Series Classifier with a Subsequence-based Explainer ↗](https://doi.org/10.1145/3624480)**Francesco Spinnato, Riccardo Guidotti, Anna Monreale et al.*19 citations*
35. **[Discovering Interesting Patterns from Hypergraphs ↗](https://doi.org/10.1145/3622940)**Md. Tanvir Alam, Chowdhury Farhan Ahmed, Md. Samiullah et al.*18 citations*
36. **[HUSP-SP: Faster Utility Mining on Sequence Data ↗](https://doi.org/10.1145/3597935)**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 ↗](https://doi.org/10.1145/3638055)**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 ↗](https://doi.org/10.1145/3572899)**Xiao Liu, Bonan Gao, Basem Suleiman et al.*18 citations*
39. **[Road Network Representation Learning: A Dual Graph-based Approach ↗](https://doi.org/10.1145/3592859)**Liang Zhang, Cheng Long*18 citations*
40. **[STA-TCN: Spatial-temporal Attention over Temporal Convolutional Network for Next Point-of-interest Recommendation ↗](https://doi.org/10.1145/3596497)**Junjie Ou, Haiming Jin, Xiaocheng Wang et al.*18 citations*
41. **[ArieL : Adversarial Graph Contrastive Learning ↗](https://doi.org/10.1145/3638054)**Shengyu Feng, Baoyu Jing, Yada Zhu et al.*17 citations*
42. **[Multifaceted Relation-aware Meta-learning with Dual Customization for User Cold-start Recommendation ↗](https://doi.org/10.1145/3597458)**Chunyang Wang, Yanmin Zhu, Haobing Liu et al.*17 citations*
43. **[TDAN: Transferable Domain Adversarial Network for Link Prediction in Heterogeneous Social Networks ↗](https://doi.org/10.1145/3610229)**Huan Wang, Guoquan Liu, Po Hu*17 citations*
44. **[Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective ↗](https://doi.org/10.1145/3638059)**Meng Xiao, Dongjie Wang, Min Wu et al.*17 citations*
45. **[DEWP: Deep Expansion Learning for Wind Power Forecasting ↗](https://doi.org/10.1145/3637552)**Wei Fan, Yanjie Fu, Shun Zheng et al.*16 citations*
46. **[Learning Global and Multi-granularity Local Representation with MLP for Sequential Recommendation ↗](https://doi.org/10.1145/3638562)**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 ↗](https://doi.org/10.1145/3596605)**Meng Qin, Chaorui Zhang, Bo Bob Bai et al.*16 citations*
48. **[Measuring and Mitigating Gender Bias in Legal Contextualized Language Models ↗](https://doi.org/10.1145/3628602)**Mustafa Bozdag, Nurullah Sevim, Aykut Koç*15 citations*
49. **[Revisiting the Role of Heterophily in Graph Representation Learning: An Edge Classification Perspective ↗](https://doi.org/10.1145/3603378)**Jincheng Huang, Ping Li, Rui Huang et al.*15 citations*
50. **[SILVAN : Estimating Betweenness Centralities with Progressive Sampling and Non-uniform Rademacher Bounds ↗](https://doi.org/10.1145/3628601)**Leonardo Pellegrina, Fabio Vandin*15 citations*
51. **[Graph-based Text Classification by Contrastive Learning with Text-level Graph Augmentation ↗](https://doi.org/10.1145/3638353)**Ximing Li, Bing Wang, Yang Wang et al.*14 citations*
52. **[Rationalizing Graph Neural Networks with Data Augmentation ↗](https://doi.org/10.1145/3638781)**Gang Liu, Eric Inae, Tengfei Luo et al.*14 citations*
53. **[Self-Supervised Dynamic Graph Representation Learning via Temporal Subgraph Contrast ↗](https://doi.org/10.1145/3612931)**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 ↗](https://doi.org/10.1145/3578365)**Yuxiang Wang, Jun Liu, Xiaoliang Xu et al.*13 citations*
55. **[Modeling Users’ Curiosity in Recommender Systems ↗](https://doi.org/10.1145/3617598)**Zhe Fu, Xi Niu*13 citations*
56. **[Edge-enhanced Global Disentangled Graph Neural Network for Sequential Recommendation ↗](https://doi.org/10.1145/3577928)**Yunyi Li, Yongjing Hao, Pengpeng Zhao et al.*12 citations*
57. **[Improving Node Classification Accuracy of GNN through Input and Output Intervention ↗](https://doi.org/10.1145/3610535)**Anjan Chowdhury, Sriram Srinivasan, Animesh Mukherjee et al.*12 citations*
58. **[LSAB: User Behavioral Pattern Modeling in Sequential Recommendation by Learning Self-Attention Bias ↗](https://doi.org/10.1145/3632625)**Di Han, Yifan Huang, Junmin Liu et al.*12 citations*
59. **[Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs ↗](https://doi.org/10.1145/3631609)**Shenyang Huang, Samy Coulombe, Yasmeen Hitti et al.*12 citations*
60. **[Multi-Level Visual Similarity Based Personalized Tourist Attraction Recommendation Using Geo-Tagged Photos ↗](https://doi.org/10.1145/3582015)**Ling Chen, Dandan Lyu, Shanshan Yu et al.*12 citations*
61. **[Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation ↗](https://doi.org/10.1145/3611310)**Xiao Luo, Daqing Wu, Yiyang Gu et al.*11 citations*
62. **[Diverse Structure-Aware Relation Representation in Cross-Lingual Entity Alignment ↗](https://doi.org/10.1145/3638778)**Yuhong Zhang, Jianqing Wu, Kui Yu et al.*11 citations*
63. **[Feature Selection for Efficient Local-to-global Bayesian Network Structure Learning ↗](https://doi.org/10.1145/3624479)**Kui Yu, Zhaolong Ling, Lin Liu et al.*11 citations*
64. **[MEGA: Meta-Graph Augmented Pre-Training Model for Knowledge Graph Completion ↗](https://doi.org/10.1145/3617379)**Yashen Wang, Xiaoye Ouyang, Dayu Guo et al.*11 citations*
65. **[Sequential and Graphical Cross-Domain Recommendations with a Multi-View Hierarchical Transfer Gate ↗](https://doi.org/10.1145/3604615)**Huiyuan Li, Li Yu, Xi Niu et al.*11 citations*
66. **[Server-Client Collaborative Distillation for Federated Reinforcement Learning ↗](https://doi.org/10.1145/3604939)**Weiming Mai, Jiangchao Yao, Chen Gong et al.*11 citations*
67. **[A Lightweight, Effective, and Efficient Model for Label Aggregation in Crowdsourcing ↗](https://doi.org/10.1145/3630102)**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 ↗](https://doi.org/10.1145/3627993)**Yimin Huang, Wanwan Wang, Xingying Zhao et al.*10 citations*
69. **[Laplacian-based Cluster-Contractive t-SNE for High-Dimensional Data Visualization ↗](https://doi.org/10.1145/3612932)**Yan Sun, Yi Han, Jicong Fan*10 citations*
70. **[Multi-view Ensemble Clustering via Low-rank and Sparse Decomposition: From Matrix to Tensor ↗](https://doi.org/10.1145/3589768)**Xuanqi Zhang, Qiangqiang Shen, Yongyong Chen et al.*10 citations*
71. **[Multi-view Graph Representation Learning Beyond Homophily ↗](https://doi.org/10.1145/3592858)**Bei Lin, You Li, Ning Gui et al.*10 citations*
72. **[Robust Graph Meta-Learning for Weakly Supervised Few-Shot Node Classification ↗](https://doi.org/10.1145/3630260)**Kaize Ding, Jianling Wang, Jundong Li et al.*10 citations*
73. **[Adaptive Collaborative Soft Label Learning for Unsupervised Multi-View Feature Selection ↗](https://doi.org/10.1145/3591467)**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 ↗](https://doi.org/10.1145/3607873)**Daichi Amagata, Takahiro Hara*9 citations*
75. **[HGV4Risk: Hierarchical Global View-guided Sequence Representation Learning for Risk Prediction ↗](https://doi.org/10.1145/3605895)**Youru Li, Zhenfeng Zhu, Xiaobo Guo et al.*9 citations*
76. **[Information-aware Multi-view Outlier Detection ↗](https://doi.org/10.1145/3638354)**Jinrong Lai, Tong Wang, Chuan Chen et al.*9 citations*
77. **[Instrumental Variable-Driven Domain Generalization with Unobserved Confounders ↗](https://doi.org/10.1145/3595380)**Junkun Yuan, Xu Ma, Ruoxuan Xiong et al.*9 citations*
78. **[Modeling Interference for Individual Treatment Effect Estimation from Networked Observational Data ↗](https://doi.org/10.1145/3628449)**Qiang Huang, Jing Ma, Jundong Li et al.*9 citations*
79. **[NNC-GCN: Neighbours-to-Neighbours Contrastive Graph Convolutional Network for Semi-Supervised Classification ↗](https://doi.org/10.1145/3638780)**Xiao Feng, Youfa Liu, Jia Shao*9 citations*
80. **[Resisting the Edge-Type Disturbance for Link Prediction in Heterogeneous Networks ↗](https://doi.org/10.1145/3614099)**Huan Wang, Ruigang Liu, Chuanqi Shi et al.*9 citations*
81. **[Totally-ordered Sequential Rules for Utility Maximization ↗](https://doi.org/10.1145/3628450)**Chunkai Zhang, Maohua Lyu, Wensheng Gan et al.*9 citations*
82. **[Urban Knowledge Graph Aided Mobile User Profiling ↗](https://doi.org/10.1145/3596604)**Yu Liu, Zhilun Zhou, Yong Li et al.*9 citations*
83. **[DuCape: Dual Quaternion and Capsule Network–Based Temporal Knowledge Graph Embedding ↗](https://doi.org/10.1145/3589644)**Sensen Zhang, Xun Liang, Hui Tang et al.*8 citations*
84. **[History-enhanced and Uncertainty-aware Trajectory Recovery via Attentive Neural Network ↗](https://doi.org/10.1145/3615660)**Tong Xia, Yong Li, Yunhan Qi et al.*8 citations*
85. **[Misinformation Blocking Problem in Virtual and Real Interconversion Social Networks ↗](https://doi.org/10.1145/3578936)**Peikun Ni, Jianming Zhu, Guoqing Wang*8 citations*
86. **[Optimal Scale-Free Small-World Graphs with Minimum Scaling of Cover Time ↗](https://doi.org/10.1145/3583691)**Wanyue Xu, Zhongzhi Zhang*8 citations*
87. **[Privacy-Preserving Non-Negative Matrix Factorization with Outliers ↗](https://doi.org/10.1145/3632961)**Swapnil Saha, Hafiz Imtiaz*8 citations*
88. **[Robust Influence Maximization Under Both Aleatory and Epistemic Uncertainty ↗](https://doi.org/10.1145/3587100)**Tarun Kumer Biswas, Alireza Abbasi, Ripon Kumar Chakrabortty*8 citations*
89. **[Slack-Factor-Based Fuzzy Support Vector Machine for Class Imbalance Problems ↗](https://doi.org/10.1145/3579050)**Jinjun Ren, Yuping Wang, Xiyan Deng*8 citations*
90. **[Transfer Learning across Graph Convolutional Networks: Methods, Theory, and Applications ↗](https://doi.org/10.1145/3617376)**Meng Jiang*8 citations*
91. **[A Clique-Querying Mining Framework for Discovering High Utility Co-Location Patterns without Generating Candidates ↗](https://doi.org/10.1145/3617378)**Lizhen Wang, Vanha Tran, Thanhcong Do*7 citations*
92. **[Adapting Knowledge Inference Algorithms to Measure Geometry Competencies through a Puzzle Game ↗](https://doi.org/10.1145/3614436)**Sofia Strukova, José A. Ruipérez‐Valiente, Félix Gómez Mármol*7 citations*
93. **[Adversary for Social Good: Leveraging Adversarial Attacks to Protect Personal Attribute Privacy ↗](https://doi.org/10.1145/3614098)**Xiaoting Li, Lingwei Chen, Dinghao Wu*7 citations*
94. **[Differentially Private Release of Heterogeneous Network for Managing Healthcare Data ↗](https://doi.org/10.1145/3580367)**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 ↗](https://doi.org/10.1145/3610297)**Fangfang Li, Zhi Liu, Junwen Duan et al.*7 citations*
96. **[Fitting Imbalanced Uncertainties in Multi-output Time Series Forecasting ↗](https://doi.org/10.1145/3584704)**Jiezhu Cheng, Kaizhu Huang, Zibin Zheng*7 citations*
97. **[HITS-based Propagation Paradigm for Graph Neural Networks ↗](https://doi.org/10.1145/3638779)**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 ↗](https://doi.org/10.1145/3566128)**Huiming Chen, Huandong Wang, Quanming Yao et al.*7 citations*
99. **[REST: Debiased Social Recommendation via Reconstructing Exposure Strategies ↗](https://doi.org/10.1145/3624986)**Ruichu Cai, Fengzhu Wu, Zijian Li et al.*7 citations*
100. **[Same or Different? Diff-Vectors for Authorship Analysis ↗](https://doi.org/10.1145/3609226)**Silvia Corbara, Alejandro Moreo, Fabrizio Sebastiani*7 citations*

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