Lin, Shiyun

4 publications

NeurIPS 2025 Stable Matching with Ties: Approximation Ratios and Learning Shiyun Lin, Simon Mauras, Nadav Merlis, Vianney Perchet

JMLR 2024 A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness Yuze Han, Xiang Li, Shiyun Lin, Zhihua Zhang

MLOSS 2022 Abess: A Fast Best-Subset Selection Library in Python and R Jin Zhu, Xueqin Wang, Liyuan Hu, Junhao Huang, Kangkang Jiang, Yanhang Zhang, Shiyun Lin, Junxian Zhu

NeurIPS 2022 Personalized Federated Learning Towards Communication Efficiency, Robustness and Fairness Shiyun Lin, Yuze Han, Xiang Li, Zhihua Zhang