Wenzhi Gao
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (9) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π
Century Club
(10)
Conferences
ICML (6)
NIPS (2)
ACML (1)
COLT (1)
Top co-authors
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