| 2025 | COLT | Gradient Methods with Online Scaling. | Wenzhi Gao, Ya-Chi Chu, Yinyu Ye, Madeleine Udell |
| 2025 | ICLR | Adam-mini: Use Fewer Learning Rates To Gain More. | Yushun Zhang, Congliang Chen, Ziniu Li, Tian Ding, Chenwei Wu, Diederik P. Kingma, Yinyu Ye, Zhi-Quan Luo, Ruoyu Sun |
| 2025 | ICML | Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent. | Ya-Chi Chu, Wenzhi Gao, Yinyu Ye, Madeleine Udell |
| 2025 | ICML | Wait-Less Offline Tuning and Re-solving for Online Decision Making. | Jingruo Sun, Wenzhi Gao, Ellen Vitercik, Yinyu Ye |
| 2024 | AAAI | Learning to Pivot as a Smart Expert. | Tianhao Liu, Shanwen Pu, Dongdong Ge, Yinyu Ye |
| 2024 | AAAI | Sketched Newton Value Iteration for Large-Scale Markov Decision Processes. | Jinsong Liu, Chenghan Xie, Qi Deng, Dongdong Ge, Yinyu Ye |
| 2024 | AAAI | Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness. | Chenghan Xie, Chenxi Li, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye |
| 2024 | FAW | Computations and Complexities of Tarski's Fixed Points and Supermodular Games. | Chuangyin Dang, Qi Qi, Yinyu Ye |
| 2024 | ICML | Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods. | Wenzhi Gao, Chunlin Sun, Chenyu Xue, Yinyu Ye |
| 2024 | ICML | A Single-Loop Robust Policy Gradient Method for Robust Markov Decision Processes. | Zhenwei Lin, Chenyu Xue, Qi Deng, Yinyu Ye |
| 2024 | UAI | A Homogenization Approach for Gradient-Dominated Stochastic Optimization. | Jiyuan Tan, Chenyu Xue, Chuwen Zhang, Qi Deng, Dongdong Ge, Yinyu Ye |
| 2023 | ICML | Solving Linear Programs with Fast Online Learning Algorithms. | Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye |
| 2022 | MICCAI | Fine-Grained Correlation Loss for Regression. | Chaoyu Chen, Xin Yang, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni |
| 2021 | ICML | The Symmetry between Arms and Knapsacks: A Primal-Dual Approach for Bandits with Knapsacks. | Xiaocheng Li, Chunlin Sun, Yinyu Ye |
| 2020 | AISTATS | Solving Discounted Stochastic Two-Player Games with Near-Optimal Time and Sample Complexity. | Aaron Sidford, Mengdi Wang, Lin Yang, Yinyu Ye |
| 2020 | SODA | Adaptive Discrete Phase Retrieval. | Moses Charikar, Xian Wu, Yinyu Ye |
| 2018 | ICML | Distributed Asynchronous Optimization with Unbounded Delays: How Slow Can You Go? | Zhengyuan Zhou, Panayotis Mertikopoulos, Nicholas Bambos, Peter W. Glynn, Yinyu Ye, Li-Jia Li, Li Fei-Fei |
| 2018 | SODA | Variance Reduced Value Iteration and Faster Algorithms for Solving Markov Decision Processes. | Aaron Sidford, Mengdi Wang, Xian Wu, Yinyu Ye |
| 2017 | ICML | Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions. | Yichen Chen, Dongdong Ge, Mengdi Wang, Zizhuo Wang, Yinyu Ye, Hao Yin |
| 2013 | INFOCOM | Beyond convex relaxation: A polynomial-time non-convex optimization approach to network localization. | Senshan Ji, Kam-Fung Sze, Zirui Zhou, Anthony Man-Cho So, Yinyu Ye |
| 2013 | SODA | The simplex method is strongly polynomial for deterministic Markov decision processes. | Ian Post, Yinyu Ye |
| 2010 | INFOCOM | Universal Rigidity: Towards Accurate and Efficient Localization of Wireless Networks. | Zhisu Zhu, Anthony Man-Cho So, Yinyu Ye |
| 2010 | SODA | Correlation Robust Stochastic Optimization. | Shipra Agrawal, Yichuan Ding, Amin Saberi, Yinyu Ye |
| 2006 | SODA | Leontief economies encode nonzero sum two-player games. | Bruno Codenotti, Amin Saberi, Kasturi R. Varadarajan, Yinyu Ye |
| 2006 | SODA | A semidefinite programming approach to tensegrity theory and realizability of graphs. | Anthony Man-Cho So, Yinyu Ye |
| 2005 | AAIM | Computing the Arrow-Debreu Competitive Market Equilibrium and Its Extensions. | Yinyu Ye |
| 2005 | IPCO | On Approximating Complex Quadratic Optimization Problems via Semidefinite Programming Relaxations. | Anthony Man-Cho So, Jiawei Zhang, Yinyu Ye |
| 2005 | SODA | Market equilibria for homothetic, quasi-concave utilities and economies of scale in production. | Kamal Jain, Vijay V. Vazirani, Yinyu Ye |
| 2005 | SODA | Theory of semidefinite programming for sensor network localization. | Anthony Man-Cho So, Yinyu Ye |
| 2004 | IPCO | A Multi-exchange Local Search Algorithm for the Capacitated Facility Location Problem: (Extended Abstract). | Jiawei Zhang, Bo Chen, Yinyu Ye |
| 2003 | ICALP | Improved Combinatorial Approximation Algorithms for the k-Level Facility Location Problem. | Alexander A. Ageev, Yinyu Ye, Jiawei Zhang |
| 1998 | ICASSP | Analytic center approach to parameter estimation: convergence analysis. | Er-Wei Bai, Minyue Fu, Roberto Tempo, Yinyu Ye |
| 1994 | STOC | An accelerated interior point method whose running time depends only on A (extended abstract). | Stephen A. Vavasis, Yinyu Ye |