Wenzhi Gao

10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (9) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 💎 Century Club (10)

Conferences

ICML (6) NIPS (2) ACML (1) COLT (1)

Top co-authors

Yinyu Ye (5) Madeleine Udell (3) Qi Deng (3) Ya-Chi Chu (2) Chunlin Sun (2) Laurent Ghaoui (1) Chenyu Xue (1) Ali Ahmaditeshnizi (1) Ellen Vitercik (1) Jingruo Sun (1)

Keywords

weakly convex optimization (2) stochastic optimization (2) column generation (1) linear programming (1) online learning algorithm (1) first-order method (1) subgradient method (1) momentum method (1) model-based optimization (1) proximal mapping (1) weakly convex (1) model-based method (1) variable duplication (1) delayed algorithm (1) distributed optimization (1)

Papers

Gradient Methods with Online Scaling COLT 2025

Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent ICML 2025

Wait-Less Offline Tuning and Re-solving for Online Decision Making ICML 2025

OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models ICML 2024

Constrained Implicit Learning Framework for Neural Network Sparsification ACML 2024

Stochastic Weakly Convex Optimization beyond Lipschitz Continuity ICML 2024

Decoupling Learning and Decision-Making: Breaking the $\mathcalO(\sqrtT)$ Barrier in Online Resource Allocation with First-Order Methods ICML 2024

Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization NIPS 2023

Solving Linear Programs with Fast Online Learning Algorithms ICML 2023

Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization NIPS 2021