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ACM Transactions on Knowledge Discovery from Data 2025 — papers

The works of ACM Transactions on Knowledge Discovery from Data published in 2025 that our library holds (publisher: Association for Computing Machinery): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

 151works that year 1work in our library 4citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning ↗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 ↗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 ↗Zefang Zong, Tao Feng, Jingwei Wang et al.22 citations
  4. Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning ↗Xinjian Luo, Xianglong Zhang22 citations
  5. Adaptive Modality Interaction Transformer for Multimodal Knowledge Graph Completion ↗Yue Jian, Miao Zhang, Ziyue Qin et al.20 citations
  6. Diffusion Models for Tabular Data Imputation and Synthetic Data Generation ↗Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura et al.19 citations
  7. Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering ↗Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour et al.18 citations
  8. MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data ↗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 ↗Jayanta Paul, Siddhartha Mallick, Abhijit Mitra et al.12 citations
  10. Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting ↗Zhanyu Liu, Guanjie Zheng, Yanwei Yu12 citations

All works of the year (151)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning ↗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 ↗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 ↗Zefang Zong, Tao Feng, Jingwei Wang et al.22 citations
  4. Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning ↗Xinjian Luo, Xianglong Zhang22 citations
  5. Adaptive Modality Interaction Transformer for Multimodal Knowledge Graph Completion ↗Yue Jian, Miao Zhang, Ziyue Qin et al.20 citations
  6. Diffusion Models for Tabular Data Imputation and Synthetic Data Generation ↗Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura et al.19 citations
  7. Relative Entropy-based Regularized Non-negative Matrix Factorization for Attributed Graph Clustering ↗Kamal Berahmand, Mehrnoush Mohammadi, Razieh Sheikhpour et al.18 citations
  8. MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data ↗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 ↗Jayanta Paul, Siddhartha Mallick, Abhijit Mitra et al.12 citations
  10. Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting ↗Zhanyu Liu, Guanjie Zheng, Yanwei Yu12 citations
  11. Adaptive Graph Partitioning for Clustering Datasets with Heterogeneous Density ↗Jing Geng, Shangxian Zhao, wang weizhe et al.10 citations
  12. DyExplainer: Self-explainable Dynamic Graph Neural Network with Sparse Attentions ↗Tianchun Wang, Dongsheng Luo, Wei Dong Cheng et al.10 citations
  13. Evaluation-free Time-series Forecasting Model Selection via Meta-learning ↗Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik et al.9 citations
  14. Spatial-Temporal Data Mining for Ocean Science: Data, Methodologies and Opportunities ↗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 ↗Ming‐Wei Lin, Hengshuo Yang, Xiuqin Xu et al.8 citations
  16. Compressing Deep Neural Networks with Goal-Specific Pruning and Self-Distillation ↗Fa-You Chen, Yun-Jui Hsu, Chia-Hsun Lu et al.7 citations
  17. Fuzzy Weighted Principal Component Analysis for Anomaly Detection ↗Sisi Wang, Feiping Nie, Zheng Wang et al.7 citations
  18. GFairHint: Improving Individual Fairness for Graph Neural Networks via Fairness Hint ↗Paiheng Xu, Yuhang Zhou, Bang An et al.7 citations
  19. Mining Repetitive Negative Sequential Patterns with Gap Constraints ↗Yan Li, Zhulin Wang, Jing Liu et al.7 citations
  20. Privacy-Preserving Machine Learning Based on Cryptography: A Survey ↗Congcong Chen, Lifei Wei, Jintao Xie et al.7 citations
  21. Attention-Mechanism-Based Neural Latent-Factorization-of-Tensors Model ↗Xiuqin Xu, Ming‐Wei Lin, Zeshui Xu et al.6 citations
  22. Convolutional Network Integrated with Frequency Adaptive Learning for Multivariate Time Series Classification ↗Yingxia Tang, Yanxuan Wei, Yupeng Hu et al.6 citations
  23. Jointly Optimizing Deployment and Antenna of Base Stations Using Hierarchical Reinforcement Learning ↗Weikang Su, Haoqiang Liu, Tong Li et al.6 citations
  24. On the Use of Relative Validity Indices for Comparing Clustering Approaches ↗Luke W. Yerbury, Ricardo J. G. B. Campello, G. C. Livingston et al.6 citations
  25. Online Learning for Noisy Labeled Streams ↗Jinjie Qiu, Shengda Zhuo, Philip S. Yu et al.6 citations

See all 151 papers in ACM Transactions on Knowledge Discovery from Data 2025 — papers →

 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. A Survey of Machine Learning Models and Datasets for the Multi-label Classification of Textual Hate Speech in EnglishACM Transactions on Knowledge Discovery from DataJulian Baumler, Louis Blocher, Lars-Joel Frey, et al.2025 · 4 citations

 Top topics

Topics of its works in our library, with the number of works on each.

Sentiment & emotion (1)Bias, fairness & safety (1)English (1)

 Fields

Computer Science (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Christian Reuter1 work here · 4 citations🧑‍🔬Markus Bayer1 work here · 4 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Technische Universität DarmstadtDarmstadt · Germany1 work here

works and citations from OpenAlex and our library.

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