Gao, Wenzhi

10 publications

COLT 2025 Gradient Methods with Online Scaling Wenzhi Gao, Ya-Chi Chu, Yinyu Ye, Madeleine Udell

ICML 2025 Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent Ya-Chi Chu, Wenzhi Gao, Yinyu Ye, Madeleine Udell

ICML 2025 Wait-Less Offline Tuning and Re-Solving for Online Decision Making Jingruo Sun, Wenzhi Gao, Ellen Vitercik, Yinyu Ye

ACML 2024 Constrained Implicit Learning Framework for Neural Network Sparsification Alicia Y. Tsai, Wenzhi Gao, Laurent Ghaoui

ICML 2024 Decoupling Learning and Decision-Making: Breaking the $\mathcal{O}(\sqrt{T})$ Barrier in Online Resource Allocation with First-Order Methods Wenzhi Gao, Chunlin Sun, Chenyu Xue, Yinyu Ye

ICML 2024 OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models Ali Ahmaditeshnizi, Wenzhi Gao, Madeleine Udell

ICML 2024 Stochastic Weakly Convex Optimization Beyond Lipschitz Continuity Wenzhi Gao, Qi Deng

NeurIPS 2023 Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization Wenzhi Gao, Qi Deng

ICML 2023 Solving Linear Programs with Fast Online Learning Algorithms Wenzhi Gao, Dongdong Ge, Chunlin Sun, Yinyu Ye

NeurIPS 2021 Minibatch and Momentum Model-Based Methods for Stochastic Weakly Convex Optimization Qi Deng, Wenzhi Gao