---
title: "ACM Transactions on Knowledge Discovery from Data 2025 —"
description: "All 151 papers of ACM Transactions on Knowledge Discovery from Data 2025 · 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 2025: all accepted papers

151 papers · page 1 of 2 · the most cited first · [← ACM Transactions on Knowledge Discovery from Data 2025](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2025/)

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1. **[Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning ↗](https://doi.org/10.1145/3715964)**Teo Sušnjak, Peter Hwang, Napoleon H. Reyes et al.*73 citations*
2. **[Tapping the Potential of Large Language Models as Recommender Systems: A Comprehensive Framework and Empirical Analysis ↗](https://doi.org/10.1145/3726871)**Lanling Xu, Junjie Zhang, Bingqian Li et al.*27 citations*
3. **[Deep Reinforcement Learning for Demand-Driven Services in Logistics and Transportation Systems: A Survey ↗](https://doi.org/10.1145/3708325)**Zefang Zong, Tao Feng, Jingwei Wang et al.*22 citations*
4. **[Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning ↗](https://doi.org/10.1145/3719350)**Xinjian Luo, Xianglong Zhang*22 citations*
5. **[Adaptive Modality Interaction Transformer for Multimodal Knowledge Graph Completion ↗](https://doi.org/10.1145/3760786)**Yue Jian, Miao Zhang, Ziyue Qin et al.*20 citations*
6. **[Diffusion Models for Tabular Data Imputation and Synthetic Data Generation ↗](https://doi.org/10.1145/3742435)**Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura et al.*19 citations*
7. **[Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering ↗](https://doi.org/10.1145/3765742)**Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour et al.*18 citations*
8. **[MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data ↗](https://doi.org/10.1145/3743141)**Jianping Zhou, Bin Lu, Zhanyu Liu et al.*12 citations*
9. **[Multi-modal Twitter Data Analysis for Identifying Offensive Posts Using a Deep Cross-Attention–based Transformer Framework ↗](https://doi.org/10.1145/3713077)**Jayanta Paul, Siddhartha Mallick, Abhijit Mitra et al.*12 citations*
10. **[Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting ↗](https://doi.org/10.1145/3727622)**Zhanyu Liu, Guanjie Zheng, Yanwei Yu*12 citations*
11. **[Adaptive Graph Partitioning for Clustering Datasets with Heterogeneous Density ↗](https://doi.org/10.1145/3785361)**Jing Geng, Shangxian Zhao, wang weizhe et al.*10 citations*
12. **[DyExplainer: Self-explainable Dynamic Graph Neural Network with Sparse Attentions ↗](https://doi.org/10.1145/3729173)**Tianchun Wang, Dongsheng Luo, Wei Dong Cheng et al.*10 citations*
13. **[Evaluation-free Time-series Forecasting Model Selection via Meta-learning ↗](https://doi.org/10.1145/3715149)**Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik et al.*9 citations*
14. **[Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities ↗](https://doi.org/10.1145/3748259)**Hanchen Yang, Jiannong Cao, Wengen Li et al.*9 citations*
15. **[Momentum-Accelerated and Biased Unconstrained Non-Negative Latent Factor Model for Handling High-Dimensional and Incomplete Data ↗](https://doi.org/10.1145/3717069)**Ming‐Wei Lin, Hengshuo Yang, Xiuqin Xu et al.*8 citations*
16. **[Compressing Deep Neural Networks with Goal-Specific Pruning and Self-Distillation ↗](https://doi.org/10.1145/3721293)**Fa-You Chen, Yun-Jui Hsu, Chia-Hsun Lu et al.*7 citations*
17. **[Fuzzy Weighted Principal Component Analysis for Anomaly Detection ↗](https://doi.org/10.1145/3715148)**Sisi Wang, Feiping Nie, Zheng Wang et al.*7 citations*
18. **[GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint ↗](https://doi.org/10.1145/3714472)**Paiheng Xu, Yuhang Zhou, Bang An et al.*7 citations*
19. **[Mining Repetitive Negative Sequential Patterns with Gap Constraints ↗](https://doi.org/10.1145/3716390)**Yan Li, Zhulin Wang, Jing Liu et al.*7 citations*
20. **[Privacy-Preserving Machine Learning Based on Cryptography: A Survey ↗](https://doi.org/10.1145/3729234)**Congcong Chen, Lifei Wei, Jintao Xie et al.*7 citations*
21. **[Attention-Mechanism-Based Neural Latent-Factorization-of-Tensors Model ↗](https://doi.org/10.1145/3719295)**Xiuqin Xu, Ming‐Wei Lin, Zeshui Xu et al.*6 citations*
22. **[Convolutional Network Integrated with Frequency Adaptive Learning for Multivariate Time Series Classification ↗](https://doi.org/10.1145/3761818)**Yingxia Tang, Yanxuan Wei, Yupeng Hu et al.*6 citations*
23. **[Jointly Optimizing Deployment and Antenna of Base Stations Using Hierarchical Reinforcement Learning ↗](https://doi.org/10.1145/3763795)**Weikang Su, Haoqiang Liu, Tong Li et al.*6 citations*
24. **[On the Use of Relative Validity Indices for Comparing Clustering Approaches ↗](https://doi.org/10.1145/3748726)**Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston et al.*6 citations*
25. **[Online Learning for Noisy Labeled Streams ↗](https://doi.org/10.1145/3734875)**Jinjie Qiu, Shengda Zhuo, Philip S. Yu et al.*6 citations*
26. **[Online Learning from Mix-typed, Drifted, and Incomplete Streaming Features ↗](https://doi.org/10.1145/3744712)**Shengda Zhuo, Di Wu, Yi He et al.*6 citations*
27. **[Online Stable Streaming Feature Selection via Feature Aggregation ↗](https://doi.org/10.1145/3715918)**Peng Zhou, Qi Wang, Yunyun Zhang et al.*6 citations*
28. **[Principled Mining, Forecasting, and Monitoring of Honeybee Time Series with EBV+ ↗](https://doi.org/10.1145/3719014)**Mst. Shamima Hossain, Christos Faloutsos, Boris Baer et al.*6 citations*
29. **[Hypergraph-Enhanced Multi-Granularity Stochastic Weight Completion in Sparse Road Networks ↗](https://doi.org/10.1145/3719013)**Xiaolin Han, Yikun Zhang, Chenhao Ma et al.*5 citations*
30. **[Interactive Fusion Label Enhancement for Multi-Label Learning ↗](https://doi.org/10.1145/3744571)**Xingyu Zhao, Yuexuan An, Ning Xu et al.*5 citations*
31. **[MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection ↗](https://doi.org/10.1145/3759460)**Chengsen Wang, Qi Qi, Jinming Wu et al.*5 citations*
32. **[Multi-level Contrastive Learning for Knowledge Tracing ↗](https://doi.org/10.1145/3759920)**Xiaoxuan Shen, Fenghua Yu, Qian Wan et al.*5 citations*
33. **[SED2AM: Solving Multi-Trip Time-Dependent Vehicle Routing Problem Using Deep Reinforcement Learning ↗](https://doi.org/10.1145/3721983)**Arash Mozhdehi, Yunli Wang, Sun Sun et al.*5 citations*
34. **[Together Is Better: Knowledge-aware Model with Resume Fusion for Online Job Recommendation ↗](https://doi.org/10.1145/3716503)**Xiao Qin Gu, Ling Jian, C. R. Rao et al.*5 citations*
35. **[VGA: Vision and Graph Fused Attention Network for Rumor Detection ↗](https://doi.org/10.1145/3722225)**Lin Bai, Caiyan Jia, Ziying Song et al.*5 citations*
36. **[An Efficient Framework for Epidemiological Parameter Estimation via Graph Reduction and Graph Neural Networks ↗](https://doi.org/10.1145/3736727)**Muhammad Alfas, Manoj Kumar, Shaurya Shriyam et al.*4 citations*
37. **[An Interpretable Deep Learning-based Model for Decision-making through Piecewise Linear Approximation ↗](https://doi.org/10.1145/3715150)**Mengzhuo Guo, Qingpeng Zhang, Daniel Dajun Zeng*4 citations*
38. **[Deep Code Search with Naming-Agnostic Contrastive Multi-View Learning ↗](https://doi.org/10.1145/3737878)**Jiadong Feng, Wei Li, Suhuang Wu et al.*4 citations*
39. **[Exploring Influence Maximization: State-of-the-Art Methods, Taxonomies, and Trends ↗](https://doi.org/10.1145/3779058)**Sunil Kumar Meena, Shashank Sheshar Singh, Kuldeep Singh*4 citations*
40. **[PRIME: Pretraining for Patient Condition Representation with Irregular Multimodal Electronic Health Records ↗](https://doi.org/10.1145/3744251)**Bohao Li, Bowen Du, Junchen Ye*4 citations*
41. **[Stochastic Block Models for Complex Network Analysis: A Survey ↗](https://doi.org/10.1145/3713076)**Xueyan Liu, Wenzhuo Song, Katarzyna Musiał et al.*4 citations*
42. **[Topology Augmented Multi-Band and Multi-Scale Filtering for Graph Anomaly Detection ↗](https://doi.org/10.1145/3748727)**Jingyuan Zhang, Lei Yu, Zhirong Huang et al.*4 citations*
43. **[A Survey of Deep Graph Learning under Distribution Shifts: From Graph Out-of-Distribution Generalization to Adaptation ↗](https://doi.org/10.1145/3785475)**Kexin Zhang, Shuhan Liu, Song Wang et al.*3 citations*
44. **[A Systematic Study and Analysis of Graph Neural Networks under Noise ↗](https://doi.org/10.1145/3733605)**Yufei Jin, Xingquan Zhu*3 citations*
45. **[Communities in Streaming Graphs: Small Space Data Structure, Benchmark Data Generation, and Linear Algorithm ↗](https://doi.org/10.1145/3735976)**Shubham Gupta, Suman Kundu*3 citations*
46. **[Deep Disease Label-guided Graph Convolutional Network for Medical Report Generation ↗](https://doi.org/10.1145/3722226)**Liming Xu, Yongheng Wang, Chunlin He et al.*3 citations*
47. **[Disentangled Multi-Graph Convolution for Cross-Domain Recommendation ↗](https://doi.org/10.1145/3715151)**Yibo Gao, Zhen Liu, Xinxin Yang et al.*3 citations*
48. **[Dual-View Anomaly Detection in Heterogeneous Information Networks with Hierarchical Neighborhood Fusion ↗](https://doi.org/10.1145/3767156)**Xiangjie Kong, Siyue Shuai, Hui Wang et al.*3 citations*
49. **[Dual-View Learning from Crowds ↗](https://doi.org/10.1145/3712605)**Huan Zhang, Liangxiao Jiang, Wenjun Zhang et al.*3 citations*
50. **[FeadSeq: A Personalized Federated Anomaly Detection Framework for Discrete Event Sequences ↗](https://doi.org/10.1145/3742896)**Wei Guan, Jian Cao, Haiyan Zhao et al.*3 citations*
51. **[Integrating Group Consensus for Competitive Influence Maximization in OSNs ↗](https://doi.org/10.1145/3768583)**Guo-Bang Chen, Wenjun Jiang, Kenli Li et al.*3 citations*
52. **[Optimizing Matching for On-Demand Ride-Pooling with Stochastic Day-to-Day Dynamics ↗](https://doi.org/10.1145/3721434)**Yaling Zhao, Lei Tang, Yunji Liang et al.*3 citations*
53. **[Pattern-oriented Attention Mechanism for Multivariate Time Series Forecasting ↗](https://doi.org/10.1145/3712606)**Hanwen Hu, Zhangchi Han, Shiyou Qian et al.*3 citations*
54. **[Subclass-wise Logit Perturbation for Multi-label Learning ↗](https://doi.org/10.1145/3715919)**Zhu Yu, Ou Wu, Fengguang Su*3 citations*
55. **[Beyond Static Boundaries: Unraveling Temporal Overlapping Communities with Information Bottleneck Guidance ↗](https://doi.org/10.1145/3716391)**Moli Lu, Linhao Luo, Xiaofeng Zhang*2 citations*
56. **[C 3 -GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding ↗](https://doi.org/10.1145/3712264)**Yingxue Zhang, Yanhua Li, Xun S. Zhou et al.*2 citations*
57. **[CAT-LLM: Style-enhanced Large Language Models with Text Style Definition for Chinese Article-style Transfer ↗](https://doi.org/10.1145/3744250)**Zhen Tao, Dinghao Xi, Zhiyu Li et al.*2 citations*
58. **[COLANet: Cross-Domain Recommender Systems with Latent Overlapping Items on Graph Neural Networks ↗](https://doi.org/10.1145/3730404)**Pongsakorn Jirachanchaisiri, Saranya Maneeroj, Atsuhiro Takasu*2 citations*
59. **[Causal Meta-learning with Multi-view Graphs for Cold-start Recommendation ↗](https://doi.org/10.1145/3732943)**Huiting Liu, Wei Zhang, Peipei Li et al.*2 citations*
60. **[Clustering Categorical Data via Multiple Hypothesis Testing ↗](https://doi.org/10.1145/3735977)**Lianyu Hu, Mudi Jiang, Yan Liu et al.*2 citations*
61. **[DHFM: Diversity Enhanced Hypergraph Factorization Machines for Feature Interaction Modeling ↗](https://doi.org/10.1145/3721982)**Hongyu Shi, Ling Chen, Xing Tang et al.*2 citations*
62. **[Detecting Both Seen and Unseen Anomalies in Time Series ↗](https://doi.org/10.1145/3717071)**Chen Liu, Shibo He, Shizhong Li et al.*2 citations*
63. **[DisambiguART: A Neural-based Inference Model for Knowledge Graph Disambiguation ↗](https://doi.org/10.1145/3737880)**Budhitama Subagdja, D. Shanthoshigaa, Ah‐Hwee Tan*2 citations*
64. **[Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout ↗](https://doi.org/10.1145/3749376)**Ji Liu, Beichen Ma, Qiaolin Yu et al.*2 citations*
65. **[Growth Scale-Free Networks by Various Generative Ways ↗](https://doi.org/10.1145/3748512)**Fei Ma, Ping Wang*2 citations*
66. **[Hierarchical Spatial Decompositions under Local Differential Privacy ↗](https://doi.org/10.1145/3744569)**Ece Alptekin, Berkay Kemal Balioglu, Mehmet Emre Gürsoy*2 citations*
67. **[Knowledge Graph Fine-grained Modeling Network with Contrastive Learning for Recommendation ↗](https://doi.org/10.1145/3744926)**Xiya Bu, Yu Liu*2 citations*
68. **[Latent Representation Learning for Attributed Graph Anomaly Detection ↗](https://doi.org/10.1145/3733604)**Shichao Zhang, Penghui Xi, Jiang Mengqi et al.*2 citations*
69. **[Learning to Reduce the Scale of Large Graphs: A Comprehensive Survey ↗](https://doi.org/10.1145/3729427)**Hongjia Xu, Liangliang Zhang, Yao Ma et al.*2 citations*
70. **[MA-GCL4SR: Improving Graph Contrastive Learning-Based Sequential Recommendation with Model Augmentation ↗](https://doi.org/10.1145/3722561)**Chunyan Sang, Ming Gong, Shi-Gen Liao et al.*2 citations*
71. **[ORIC: Feature Interaction Detection through Online Random Interaction Chains for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3717070)**Yannian Kou, Qiuqiang Lin, Chuanhou Gao*2 citations*
72. **[Rethinking Natural Language Generation with Layer-Wise Multi-View Decoding ↗](https://doi.org/10.1145/3729536)**Fenglin Liu, Xuancheng Ren, Guangxiang Zhao et al.*2 citations*
73. **[Topology-aware Reinforcement Feature Space Reconstruction for Graph Data ↗](https://doi.org/10.1145/3774423)**Wangyang Ying, Haoyue Bai, Kunpeng Liu et al.*2 citations*
74. **[Convergence-Guaranteed Federated Learning through Gradient Trajectory Smoothing with Triple-Objective Decomposition ↗](https://doi.org/10.1145/3743142)**Haoran Zong, Xiao Zhang, R Q Li et al.*1 citation*
75. **[DuSEGO: Dual Second-Order Equivariant Graph Ordinary Differential Equation ↗](https://doi.org/10.1145/3774321)**Yingxu Wang, Nan Yin, Mingyan Xiao et al.*1 citation*
76. **[FDphormer: Beyond Homophily with Feature-Difference Position Encoding ↗](https://doi.org/10.1145/3727882)**Dong Li, Aijia Zhang, Huan Xiong et al.*1 citation*
77. **[GFformer: A Graph Transformer for Extracting All Frequency Information from Large-scale Graphs ↗](https://doi.org/10.1145/3750051)**Qi Zhang, Mengmeng Si, Yanfeng Sun et al.*1 citation*
78. **[Graph Self-attention Mechanism for Interpretable Multi-hop Knowledge Graph Link Prediction ↗](https://doi.org/10.1145/3737702)**Hao Liu, Dong Li, Bing Zeng et al.*1 citation*
79. **[Have Our Cake and Eat It: Augmentation Diversity and Semantic Consistency Balanced Graph Contrastive Learning ↗](https://doi.org/10.1145/3728646)**Hao Yan, Senzhang Wang, Chaozhuo Li et al.*1 citation*
80. **[Integrating Forgetting Behavior and Linguistic Features in Language Learning Models ↗](https://doi.org/10.1145/3778163)**Boxuan Ma, Sora Fukui, Yuji Ando et al.*1 citation*
81. **[Introduction for the Special Issue on Trustworthy Artificial Intelligence ↗](https://doi.org/10.1145/3712184)**Wenqi Fan, Shu Guo Zhao, Jiliang Tang*1 citation*
82. **[Multi-Grained Spatial-Temporal Feature Complementarity for Accurate Online Cellular Traffic Prediction ↗](https://doi.org/10.1145/3758099)**Ningning Fu, Shengheng Liu, Weiliang Xie et al.*1 citation*
83. **[MultiGraphMatch: A Subgraph Matching Algorithm for Multigraphs ↗](https://doi.org/10.1145/3728361)**Giovanni Micale, Antonio Di Maria, Roberto Grasso et al.*1 citation*
84. **[New Automated Approach to Selection of Mapper Clustering Parameters ↗](https://doi.org/10.1145/3746065)**Padraig Fitzpatrick, Anna Jurek, Paweł Dłotko*1 citation*
85. **[ORIC V2: Improved Feature Interaction Detection Model through Online Random Interaction Chains for Click-Through Rate Prediction ↗](https://doi.org/10.1145/3762667)**Yannian Kou, Qiuqiang Lin, Yunhao Wen et al.*1 citation*
86. **[OTM : Efficient k -Order-Based Core Maintenance in Large-Scale Dynamic Hypergraphs ↗](https://doi.org/10.1145/3719205)**Xiangfei Fang, Chengying Huan, Heng Zhang et al.*1 citation*
87. **[Polarized Communities Meet Densest Subgraph: Efficient and Effective Polarization Detection in Signed Networks ↗](https://doi.org/10.1145/3779064)**Francesco Gullo, Domenico Mandaglio, Andrea Tagarelli*1 citation*
88. **[Raker: A Relation-Aware Knowledge Reasoning Model for Inductive Relation Prediction ↗](https://doi.org/10.1145/3745029)**Jiaqi Wang, Wengen Li, Yulou Shu et al.*1 citation*
89. **[Representation Learning Based on Ordinary Differential Equations for Dynamic Networks ↗](https://doi.org/10.1145/3723359)**Dongjie Li, Dong Li, Guang Lian*1 citation*
90. **[SPOT: Spectral Optimal Transport for Graph Domain Generalization ↗](https://doi.org/10.1145/3772720)**Yusheng Zhao, Xiao Luo, Junyu Luo et al.*1 citation*
91. **[Similarity Metrics: Chebyshev Coulomb Force and Resultant Force for High-Dimensional Data ↗](https://doi.org/10.1145/3715963)**Jianying Liu, Chaowei Zhang, Min Zhang et al.*1 citation*
92. **[Temporal Structural Preserving with Subtree Attention in Dynamic Graph Transformers ↗](https://doi.org/10.1145/3720549)**Minh Duc Nguyen, Viet Cuong Ta*1 citation*
93. **[Website Owner Identification through Multi-level Contrastive Representation Learning ↗](https://doi.org/10.1145/3767155)**Cheng Sheng Tu, Yunshan Ma, Yang Li et al.*1 citation*
94. **[A Compression-Based Approach to Detecting Automated and Coordinated Behavior on Social Media ↗](https://doi.org/10.1145/3778356)**Edoardo Loru, Niccolò Di Marco, Matteo Cinelli et al.
95. **[A Propagation Model of Derived Topic Based on Cognitive Accumulation and Transfer Learning ↗](https://doi.org/10.1145/3747187)**Qian Li, Wenhao Zhang, Bojian Hu et al.
96. **[A Relation-Constraint Link Prediction Model for Dynamic Knowledge Graphs with Entity Drift ↗](https://doi.org/10.1145/3725815)**Xiulin Zheng, Peipei Li, Zan Zhang et al.
97. **[A Rumor Propagation Model Based on User Cognition and Evolutionary Game ↗](https://doi.org/10.1145/3767161)**Rong Wang, Zerui Wu, Liangyu Wang et al.
98. **[A Semi-supervised Co-training Algorithm for Robust Recommendation ↗](https://doi.org/10.1145/3773988)**Yue Wu, Mingyu Zhao, Songming Zhang et al.
99. **[Accuracy, Fairness, Diversity All at Once: An Influence-Function-Guided Data Enhancement Approach for Recommender System ↗](https://doi.org/10.1145/3768316)**Tianyang Xie, Yong Ge, Shuojia Guo
100. **[Balancing Fairness and Accuracy in Data-Restricted Binary Classification ↗](https://doi.org/10.1145/3747850)**Zachary McBride Lazri, Danial Dervovic, Antigoni Polychroniadou et al.

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