Sihong He

According to our database, Sihong He authored at least 20 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

FairMove: A Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles.

Guang Wang, Sihong He, Lin Jiang, Shuai Wang, Fei Miao, Fan Zhang, Zheng Dong, Desheng Zhang

IEEE Trans. Mob. Comput., June, 2024

What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?

Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Shaofeng Zou, Fei Miao

Trans. Mach. Learn. Res., 2024

Adaptive Uncertainty Quantification for Trajectory Prediction Under Distributional Shift.

Huiqun Huang, Sihong He, Fei Miao

CoRR, 2024

Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas.

Chengyuan Deng, Yiqun Duan, Xin Jin, Heng Chang, Yijun Tian, Han Liu, Henry Peng Zou, Yiqiao Jin, Yijia Xiao, Yichen Wang, Shenghao Wu, Zongxing Xie, Kuofeng Gao, Sihong He, Jun Zhuang, Lu Cheng, Haohan Wang

CoRR, 2024

Are Large Language Models Chameleons?

Mingmeng Geng, Sihong He, Roberto Trotta

CoRR, 2024

Constrained Reinforcement Learning Under Model Mismatch.

Zhongchang Sun, Sihong He, Fei Miao, Shaofeng Zou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments.

Han Wang, Sihong He, Zhili Zhang, Fei Miao, James Anderson

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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, Lynn Pepin, Guang Wang, Desheng Zhang, John A. Stankovic, Fei Miao

IEEE Trans. Intell. Transp. Syst., May, 2023

Robust Multi-Agent Reinforcement Learning with State Uncertainty.

Sihong He, Songyang Han, Sanbao Su, Shuo Han, Shaofeng Zou, Fei Miao

Trans. Mach. Learn. Res., 2023

Robust Electric Vehicle Balancing of Autonomous Mobility-on-Demand System: A Multi-Agent Reinforcement Learning Approach.

Sihong He, Shuo Han, Fei Miao

IROS, 2023

A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems.

Sihong He, Yue Wang, Shuo Han, Shaofeng Zou, Fei Miao

IROS, 2023

Uncertainty Quantification of Collaborative Detection for Self-Driving.

Sanbao Su, Yiming Li, Sihong He, Songyang Han, Chen Feng, Caiwen Ding, Fei Miao

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Invariant Graph Neural Network for Out-of-Distribution Nodes.

Zhengyu Chen, Yishu Gong, Liangliang Yang, Jianyu Zhang, Wei Zhang, Sihong He, Xusheng Zhang

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

Robustness Evaluation of Multi-Agent Reinforcement Learning Algorithms using GNAs.

Xusheng Zhang, Wei Zhang, Yishu Gong, Liangliang Yang, Jianyu Zhang, Zhengyu Chen, Sihong He

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

What is the Solution for State-Adversarial Multi-Agent Reinforcement Learning?

Songyang Han, Sanbao Su, Sihong He, Shuo Han, Haizhao Yang, Fei Miao

CoRR, 2022

A Robust and Constrained Multi-Agent Reinforcement Learning Framework for Electric Vehicle AMoD Systems.

Sihong He, Yue Wang, Shuo Han, Shaofeng Zou, Fei Miao

CoRR, 2022

2021

Design of a New Stress Wave Communication Method for Underwater Communication.

Sihong He, Ning Wang, Michael Ho, Junxiao Zhu, Gangbing Song

IEEE Trans. Ind. Electron., 2021

Data-driven Distributionally Robust Optimization For Vehicle Balancing of Mobility-on-Demand Systems.

Fei Miao, Sihong He, Lynn Pepin, Shuo Han, Abdeltawab M. Hendawi, Mohamed E. Khalefa, John A. Stankovic, George J. Pappas

ACM Trans. Cyber Phys. Syst., 2021

2020

Data-Driven Distributionally Robust Electric Vehicle Balancing for Mobility-on-Demand Systems under Demand and Supply Uncertainties.

Sihong He, Lynn Pepin, Guang Wang, Desheng Zhang, Fei Miao

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2019

Design of a New Stress Wave-Based Pulse Position Modulation (PPM) Communication System with Piezoceramic Transducers.

Aiping Wu, Sihong He, Yali Ren, Ning Wang, Siu Chun Michael Ho, Gangbing Song

Sensors, 2019