Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties. - Sihong He; Lynn Pepin; Guang Wang 001; Desheng Zhang; Fei Miao (IROS, 2020)

A Surrogate Lagrangian Relaxation-based Model Compression for Deep Neural Networks. - Deniz Gurevin; Shanglin Zhou; Lynn Pepin; Bingbing Li; Mikhail A. Bragin; Caiwen Ding; Fei Miao (CoRR, 2020)

Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation. - Deniz Gurevin; Mikhail A. Bragin; Caiwen Ding; Shanglin Zhou; Lynn Pepin; Bingbing Li; Fei Miao (IJCAI, 2021)

Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems. - Fei Miao; Sihong He; Lynn Pepin; Shuo Han 002; Abdeltawab M. Hendawi; Mohamed E. Khalefa; John A. Stankovic; George J. Pappas (ACM Trans. Cyber Phys. Syst., 2021)

Botnets Breaking Transformers: Localization of Power Botnet Attacks Against the Distribution Grid. - Lynn Pepin; Lizhi Wang 005; Jiangwei Wang; Songyang Han; Pranav Pishawikar; Amir Herzberg; Peng Zhang 015; Fei Miao (CoRR, 2022)

Shared Information-Based Safe And Efficient Behavior Planning For Connected Autonomous Vehicles. - Songyang Han; Shanglin Zhou; Lynn Pepin; Jiangwei Wang; Caiwen Ding; Fei Miao (CoRR, 2023)

Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems Under Demand and Supply Uncertainties. - Sihong He; Zhili Zhang; Shuo Han 002; Lynn Pepin; Guang Wang 001; Desheng Zhang; John A. Stankovic; Fei Miao (IEEE Trans. Intell. Transp. Syst., 2023)

Surrogate Lagrangian Relaxation: A Path to Retrain-Free Deep Neural Network Pruning. - Shanglin Zhou; Mikhail A. Bragin; Deniz Gurevin; Lynn Pepin; Fei Miao; Caiwen Ding (ACM Trans. Design Autom. Electr. Syst., 2023)

A Multi-Agent Reinforcement Learning Approach for Safe and Efficient Behavior Planning of Connected Autonomous Vehicles. - Songyang Han; Shanglin Zhou; Jiangwei Wang; Lynn Pepin; Caiwen Ding; Jie Fu 002; Fei Miao (IEEE Trans. Intell. Transp. Syst., 2024)