Guiyun Fan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Reinforcement Learning

Fitted Q Iteration

Electric Vehicle Charging

Top Venues

IEEE Trans. Mob. Comput.

Publications

Guiyun Fan, Yongkui Zhang, Haiming Jin
Poster Abstract: Shallowly Buried Trash Detection in Sandy Land Based on IR-UWB Radar. IPSN (2024)
Zhaoxing Yang, Haiming Jin, Guiyun Fan, Min Lu, Yiran Liu, Xinlang Yue, Hao Pan, Zhe Xu, Guobin Wu, Qun Li, Xiaotong Wang, Jiecheng Guo
Rethinking Order Dispatching in Online Ride-Hailing Platforms. KDD (2024)
Zhaoxing Yang, Haiming Jin, Yao Tang, Guiyun Fan
Risk-Aware Constrained Reinforcement Learning with Non-Stationary Policies. AAMAS (2024)
Haiming Jin, Yifei Wei, Zhaoxing Yang, Zirui Liu, Guiyun Fan
Multi-Intersection Management for Connected Autonomous Vehicles by Reinforcement Learning. ICDCS (2023)
Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Fengyuan Zhu, Xiaohua Tian, Linghe Kong
Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV. SenSys (2023)
Chonghuan Wang, Yiwen Song, Guiyun Fan, Haiming Jin, Lu Su, Fan Zhang, Xinbing Wang
Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet. IEEE Trans. Mob. Comput. 22 (4) (2023)
Jiahui Sun, Haiming Jin, Rong Ding, Guiyun Fan, Yifei Wei, Lu Su
Multi-Objective Order Dispatch for Urban Crowd Sensing with For-Hire Vehicles. INFOCOM (2023)
Zhaoxing Yang, Haiming Jin, Rong Ding, Haoyi You, Guiyun Fan, Xinbing Wang, Chenghu Zhou
DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning. AAAI (2023)
Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang
Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems. INFOCOM (2022)
Guiyun Fan, Zhaoxing Yang, Haiming Jin, Xiaoying Gan, Xinbing Wang
Enabling Optimal Control Under Demand Elasticity for Electric Vehicle Charging Systems. IEEE Trans. Mob. Comput. 21 (3) (2022)
Guiyun Fan, Yiran Zhao, Zilang Guo, Haiming Jin, Xiaoying Gan, Xinbing Wang
Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems. INFOCOM (2021)
Guiyun Fan, Haiming Jin, Qihong Liu, Wei Qin, Xiaoying Gan, Huan Long, Luoyi Fu, Xinbing Wang
Joint Scheduling and Incentive Mechanism for Spatio-Temporal Vehicular Crowd Sensing. IEEE Trans. Mob. Comput. 20 (4) (2021)
Yiran Zhao, Guiyun Fan, Haiming Jin, Wenze Ma, Baoxiang He, Xinbing Wang
Joint Order Dispatch and Repositioning for Urban Vehicle Sharing Systems via Robust Optimization. ICDCS (2021)
Zhaoxing Yang, Guiyun Fan, Haiming Jin
Constrained Multi-Agent Reinforcement Learning for Managing Electric Self-Driving Taxis. ICPADS (2021)
Zhaoxing Yang, Rong Ding, Haiming Jin, Yifei Wei, Haoyi You, Guiyun Fan, Xiaoying Gan, Xinbing Wang
DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning. CoRR (2021)
Chonghuan Wang, Yiwen Song, Yifei Wei, Guiyun Fan, Haiming Jin, Fan Zhang
Towards Minimum Fleet for Ridesharing-Aware Mobility-on-Demand Systems. INFOCOM (2021)
Guiyun Fan, Wenjie Bai, Xiaoying Gan, Xinbing Wang, Jingchao Wang
Social-Aware Content Sharing in D2D Communications: An Optimal Stopping Approach. ICC (2018)