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- Teo Susnjak, Peter Hwang, Napoleon H. Reyes, Andre L. C. Barczak, Timothy R. McIntosh, Surangika Ranathunga. Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning. TKDD, 19(3), April 2025.
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- Shangyang Li, Jiayan Guo. Subgraph Federated Learning with Information Bottleneck Constrained Generative Learning. TKDD, 19(6):1-23, 2025.
- Yibo Gao, Zhen Liu, Xinxin Yang, Sibo Lu, Yafan Yuan. Disentangled Multi-Graph Convolution for Cross-Domain Recommendation. TKDD, 19(3), April 2025.
- Mustafa Abdallah, Ryan A. Rossi, Kanak Mahadik, SungChul Kim, Handong Zhao, Saurabh Bagchi. Evaluation-free Time-series Forecasting Model Selection via Meta-learning. TKDD, 19(3), April 2025.
- Zhihao Hu, Yiran Xu, Mengnan Du, Jindong Gu, Xinmei Tian 0001, Fengxiang He. Boosting Fair Classifier Generalization through Adaptive Priority Reweighing. TKDD, 19(2), February 2025.
- Meng Xiao 0001, Min Wu 0008, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou. Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation. TKDD, 19(2), February 2025.
- Kaijun Liu, Sijie Ruan, Cheng Long 0001, Liang Yu 0005. Modeling On-road Trajectories with Multi-task Learning. TKDD, 19(1), January 2025.