---
title: "ACM Transactions on Knowledge Discovery from Data 2025"
description: "ACM Transactions on Knowledge Discovery from Data 2025 — papers: 1 paper in the Elamur Research library, with our summaries, ranked…"
canonical: "https://research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2025/"
---
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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.

[**151** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2025/#works) · [**4** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2025/#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 ↗](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*

## 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 ↗](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*

[See all 151 papers in ACM Transactions on Knowledge Discovery from Data 2025 — papers →](https://md.research.elamur.ai/free/en/venues/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 English](https://md.research.elamur.ai/free/en/papers/baumler-2025-survey-machine-learning-models-datasets/) [ACM Transactions on Knowledge Discovery from Data](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/)**Julian 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)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [English (1)](https://md.research.elamur.ai/free/en/topics/english/)

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Christian Reuter**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/christian-reuter/) · [🧑‍🔬**Markus Bayer**1 work here · 4 citations](https://md.research.elamur.ai/free/en/authors/markus-bayer/)

## Top institutions

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

[🎓**Technische Universität Darmstadt** Darmstadt · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/technische-universitat-darmstadt/)

works and citations from OpenAlex and our library.

- [← previous ACM Transactions on Knowledge Discovery from Data 2023](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/2023/)
- [↑ back to ACM Transactions on Knowledge Discovery from Data](https://md.research.elamur.ai/free/en/venues/acm-transactions-on-knowledge-discovery-from-data/)