| 2025 | ICLR | DOCS: Quantifying Weight Similarity for Deeper Insights into Large Language Models. | Zeping Min, Xinshang Wang |
| 2025 | ICML | Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs. | Ziang Chen, Xiaohan Chen, Jialin Liu, Xinshang Wang, Wotao Yin |
| 2024 | ICML | Efficient Algorithms for Sum-Of-Minimum Optimization. | Lisang Ding, Ziang Chen, Xinshang Wang, Wotao Yin |
| 2023 | AISTATS | HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent. | Ziang Chen, Jianfeng Lu, Huajie Qian, Xinshang Wang, Wotao Yin |
| 2023 | ICLR | On Representing Linear Programs by Graph Neural Networks. | Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin |
| 2023 | ICLR | On Representing Mixed-Integer Linear Programs by Graph Neural Networks. | Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin |
| 2021 | AAAI | A Primal-Dual Online Algorithm for Online Matching Problem in Dynamic Environments. | Yu-Hang Zhou, Peng Hu, Chen Liang, Huan Xu, Guangda Huzhang, Yinfu Feng, Qing Da, Xinshang Wang, Anxiang Zeng |