Beyond O(√T) Regret: Decoupling Learning and Decision-making in Online Linear Programming. - Gao, Wenzhi; Ge, Dongdong; Xue, Chenyu; Sun, Chunlin; Ye, Yinyu (CoRR, 2025)

Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent. - Chu, Ya-Chi; Gao, Wenzhi; Ye, Yinyu; Udell, Madeleine (CoRR, 2025)

Constrained Implicit Learning Framework for Neural Network Sparsification. - Tsai, Alicia Y.; Gao, Wenzhi; Ghaoui, Laurent El (2024)

OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models. - AhmadiTeshnizi, Ali; Gao, Wenzhi; Udell, Madeleine (2024)

Stochastic Weakly Convex Optimization beyond Lipschitz Continuity. - Gao, Wenzhi; Deng, Qi (2024)

Decoupling Learning and Decision-Making: Breaking the O(T) Barrier in Online Resource Allocation with First-Order Methods. - Gao, Wenzhi; Sun, Chunlin; Xue, Chenyu; Ye, Yinyu (2024)

Stochastic Weakly Convex Optimization Beyond Lipschitz Continuity. - Gao, Wenzhi; Deng, Qi (CoRR, 2024)

OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models. - AhmadiTeshnizi, Ali; Gao, Wenzhi; Udell, Madeleine (CoRR, 2024)

OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale. - AhmadiTeshnizi, Ali; Gao, Wenzhi; Brunborg, Herman; Talaei, Shayan; Udell, Madeleine (CoRR, 2024)

Gradient Methods with Online Scaling. - Gao, Wenzhi; Chu, Ya-Chi; Ye, Yinyu; Udell, Madeleine (CoRR, 2024)

Wait-Less Offline Tuning and Re-solving for Online Decision Making. - Sun, Jingruo; Gao, Wenzhi; Vitercik, Ellen; Ye, Yinyu (CoRR, 2024)

Solving Linear Programs with Fast Online Learning Algorithms. - Gao, Wenzhi; Ge, Dongdong; Sun, Chunlin; Ye, Yinyu (2023)

Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization. - Gao, Wenzhi; Deng, Qi (2023)

Delayed Stochastic Algorithms for Distributed Weakly Convex Optimization. - Gao, Wenzhi; Deng, Qi (CoRR, 2023)

Pre-trained Mixed Integer Optimization through Multi-variable Cardinality Branching. - Chen, Yanguang; Gao, Wenzhi; Ge, Dongdong; Ye, Yinyu (CoRR, 2023)

OptiMUS: Optimization Modeling Using MIP Solvers and large language models. - AhmadiTeshnizi, Ali; Gao, Wenzhi; Udell, Madeleine (CoRR, 2023)

Scalable Approximate Optimal Diagonal Preconditioning. - Gao, Wenzhi; Qu, Zhaonan; Udell, Madeleine; Ye, Yinyu (CoRR, 2023)

HDSDP: Software for Semidefinite Programming. - Gao, Wenzhi; Ge, Dongdong; Ye, Yinyu (CoRR, 2022)

Optimal Diagonal Preconditioning: Theory and Practice. - Qu, Zhaonan; Gao, Wenzhi; Hinder, Oliver; Ye, Yinyu; Zhou, Zhengyuan (CoRR, 2022)

A New Fuzzy Comprehensive Evaluation Model for Influencing Factors of Physical Education. - Tang, Min; Si, Xiaoxue; Wang, Ruixue; Gao, Wenzhi (Int. J. Emerg. Technol. Learn., 2021)

Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization. - Deng, Qi; Gao, Wenzhi (2021)

Minibatch and Momentum Model-based Methods for Stochastic Non-smooth Non-convex Optimization. - Deng, Qi; Gao, Wenzhi (CoRR, 2021)

Boosting Method in Approximately Solving Linear Programming with Fast Online Algorithm. - Gao, Wenzhi; Sun, Chunlin; Ye, Yuyang; Ye, Yinyu (CoRR, 2021)

Method for Determining the Resonance Frequency of a Fiber Optic Interferometric Accelerometer. - Chen, Jiandong; Gao, Wenzhi; Chang, Tianying; Sun, Wei; Wang, Zhongmin; Yu, Miao; Yang, Yue; Fu, Qunjian; Cui, Hong-Liang (IEEE Trans. Instrum. Meas., 2018)

A Fiber-Optic Interferometric Tri-Component Geophone for Ocean Floor Seismic Monitoring. - Chen, Jiandong; Chang, Tianying; Fu, Qunjian; Lang, Jinpeng; Gao, Wenzhi; Wang, Zhongmin; Yu, Miao; Zhang, Yanbo; Cui, Hong-Liang (Sensors, 2017)

Neural network control of a class of nonlinear systems with actuator saturation. - Gao, Wenzhi; Selmic, Rastko R. (IEEE Trans. Neural Networks, 2006)

Robust Composite Saturation Compensation for a Single Flexible Link Using Neural Networks. - Gao, Wenzhi; Selmic, Rastko R.; Lewis, Frank L. (2005)

Adaptive Neural Network Saturation Compensation in Motion Control Systems. - Gao, Wenzhi; Selmic, Rastko R.; Su, Shengjun (2005)

Adaptive Neural Network Output Feedback Control of Nonlinear Systems with Actuator Saturation. - Gao, Wenzhi; Selmic, Rastko R. (2005)

Neural network control of a class of nonlinear systems with actuator saturation. - Gao, Wenzhi; Selmic, Rastko R. (2004)