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Lynn Pepin
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 12
Top Topics
Lagrangian Relaxation
Mixed Integer Programming
Neural Network
Autonomous Vehicles
Top Venues
CoRR
IEEE Trans. Intell. Transp. Syst.
ACM Trans. Cyber Phys. Syst.
IROS
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Publications
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Songyang Han
,
Shanglin Zhou
,
Jiangwei Wang
,
Lynn Pepin
,
Caiwen Ding
,
Jie Fu
,
Fei Miao
A Multi-Agent Reinforcement Learning Approach for Safe and Efficient Behavior Planning of Connected Autonomous Vehicles.
IEEE Trans. Intell. Transp. Syst.
25 (5) (2024)
Shanglin Zhou
,
Mikhail A. Bragin
,
Lynn Pepin
,
Deniz Gurevin
,
Fei Miao
,
Caiwen Ding
Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning.
CoRR
(2023)
Songyang Han
,
Shanglin Zhou
,
Lynn Pepin
,
Jiangwei Wang
,
Caiwen Ding
,
Fei Miao
Shared Information-Based Safe And Efficient Behavior Planning For Connected Autonomous Vehicles.
CoRR
(2023)
Shanglin Zhou
,
Mikhail A. Bragin
,
Deniz Gurevin
,
Lynn Pepin
,
Fei Miao
,
Caiwen Ding
Surrogate Lagrangian Relaxation: A Path to Retrain-Free Deep Neural Network Pruning.
ACM Trans. Design Autom. Electr. Syst.
28 (6) (2023)
Sihong He
,
Zhili Zhang
,
Shuo Han
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
John A. Stankovic
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems Under Demand and Supply Uncertainties.
IEEE Trans. Intell. Transp. Syst.
24 (5) (2023)
Sihong He
,
Zhili Zhang
,
Shuo Han
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
John A. Stankovic
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Autonomous Mobility-on-Demand Systems under Demand and Supply Uncertainties.
CoRR
(2022)
Sihong He
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties.
CoRR
(2022)
Lynn Pepin
,
Lizhi Wang
,
Jiangwei Wang
,
Songyang Han
,
Pranav Pishawikar
,
Amir Herzberg
,
Peng Zhang
,
Fei Miao
Botnets Breaking Transformers: Localization of Power Botnet Attacks Against the Distribution Grid.
CoRR
(2022)
Deniz Gurevin
,
Mikhail A. Bragin
,
Caiwen Ding
,
Shanglin Zhou
,
Lynn Pepin
,
Bingbing Li
,
Fei Miao
Enabling Retrain-free Deep Neural Network Pruning Using Surrogate Lagrangian Relaxation.
IJCAI
(2021)
Fei Miao
,
Sihong He
,
Lynn Pepin
,
Shuo Han
,
Abdeltawab M. Hendawi
,
Mohamed E. Khalefa
,
John A. Stankovic
,
George J. Pappas
Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems.
ACM Trans. Cyber Phys. Syst.
5 (2) (2021)
Deniz Gurevin
,
Shanglin Zhou
,
Lynn Pepin
,
Bingbing Li
,
Mikhail A. Bragin
,
Caiwen Ding
,
Fei Miao
A Surrogate Lagrangian Relaxation-based Model Compression for Deep Neural Networks.
CoRR
(2020)
Sihong He
,
Lynn Pepin
,
Guang Wang
,
Desheng Zhang
,
Fei Miao
Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties.
IROS
(2020)