Wang, Senmiao

5 publications

TMLR 2025 Exploring and Improving Initialization for Deep Graph Neural Networks: A Signal Propagation Perspective Senmiao Wang, Yupeng Chen, Yushun Zhang, Ruoyu Sun, Tian Ding

TMLR 2025 MoFO: Momentum-Filtered Optimizer for Mitigating Forgetting in LLM Fine-Tuning Yupeng Chen, Senmiao Wang, Yushun Zhang, Zhihang Lin, Haozhe Zhang, Weijian Sun, Tian Ding, Ruoyu Sun

ICML 2024 PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming Bingheng Li, Linxin Yang, Yupeng Chen, Senmiao Wang, Haitao Mao, Qian Chen, Yao Ma, Akang Wang, Tian Ding, Jiliang Tang, Ruoyu Sun

ICMLW 2023 Breaking the Curse of Depth in Graph Convolutional Networks via Refined Initialization Strategy Senmiao Wang, Yupeng Chen, Yushun Zhang, Tian Ding, Ruoyu Sun

ICML 2022 Adaptive Model Design for Markov Decision Process Siyu Chen, Donglin Yang, Jiayang Li, Senmiao Wang, Zhuoran Yang, Zhaoran Wang