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Guiyun Fan (范桂云) I'm currently an associate professor in School of Computer Science and Technology, TongJi University. Before that, I was a Postdoctor in the John Hopcroft Center (JHC) for Computer Science at Shanghai Jiao Tong University. I received my PhD degree in information and communication engineering with Shanghai Jiao Tong University in June 2021. I received my Bachelor degree from Xidian University in July 2016. My research interest lies in intelligent internet of things, urban computing, smart transportation, and reinforcement learning in networks and systems. Recently, I have developed a profound interest in compute-network integration and computing-aware routing, and cloud and edge computing. For any student who is interested in aforementioned (but not limited to those) areas, please feel free to shoot me an email. Both undergraduate and graduate students, are welcomed! |
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Conference Paper |
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m^3ASL: ASL Gesture Recognition with Moving mmWave Radar
Guiyun Fan, Rong Ding, Xiaocheng Wang, Yichen Zhu, Haiming Jin* INFOCOM 2025, (CCF A) paper / code |
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mmWave-Based Relay Reflector Reconstruction for LiDAR-Free Around-Corner Human Sensing
Jiaxi Lv, Guiyun Fan*, Xinyue Fu, Jiahui Ding, Rong Ding, Haiming Jin INFOCOM 2025, (CCF A) paper / code |
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Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems
Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang INFOCOM 2022, (CCF A) paper / code |
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Bluetooth-Enabled Transparent RF Sensing
Rong Ding, Haiming Jin*, Ningzhi Zhu, Zijie Chen, Xinyue Fu, Fengyuan Zhu, Guiyun Fan*, Xiaohua Tian, Linghe Kong Mobicom 2025, (CCF A) paper / code |
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Rethinking Order Dispatching in Online Ride-Hailing Platforms
Zhaoxing Yang, Haiming Jin, Guiyun Fan*, Min Lu, Yiran Liu, Xinlang Yue, Hao Pan, Zhe Xu, Guobin Wu, Qun Li, Xiaotong Wang, Jiecheng Guo KDD 2024, (CCF A) paper / code / technique report |
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Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems
Guiyun Fan, Yiran Zhao, Ziliang Guo, Haiming Jin, Xiaoying Gan, Xinbing Wang INFOCOM 2021, (CCF A) paper / code / technique report |
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Learning to Accelerate Traffic Allocation over Large-Scale Networks
Zhaoxing Yang, Guiyun Fan, Anjie Cao, Yuchen Guo, Wenlong Li, Tianyuan Liu, Haiming Jin* INFOCOM 2025, (CCF A) paper / code |
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Risk-Aware Constrained Reinforcement Learning with Non-Stationary Policies
Zhaoxing Yang, Haiming Jin, Tang Yao, Guiyun Fan* AAMAS 2024, (CCF B) paper / code / appendix |
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Multi-Task-Oriented UAV Crowd Sensing with Charging Budget Constraint
Jiahui Sun, Guiyun Fan*, Haiming Jin, Yiwen Song, Tianyuan Liu, Chenhao Ying, Yuan Luo, Jie Li MobiHoc 2024, (CCF B, 共同一作) paper / code / appendix |
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Multi-Intersection Management for Connected Autonomous Vehicles by Reinforcement Learning
Haiming Jin, Yifei Wei, Zhaoxing Yang, Zirui Liu, Guiyun Fan* ICDCS 2023, (CCF B) paper |
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DeCOM: Decomposed Policy for Constrained Cooperative Multi-Agent Reinforcement Learning
Zhaoxing Yang, Haiming Jin, Rong Ding, Haoyi You, Guiyun Fan, Xinbing Wang, Chenghu Zhou AAAI 2023, (CCF A) paper / code |
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Multi-Objective Order Dispatch for Urban Crowd Sensing with For-Hire Vehicles
Jiahui Sun, Haiming Jin, Rong Ding, Guiyun Fan, Yifei Wei, Lu Su INFOCOM 2023, (CCF A) paper / code |
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Towards Minimum Fleet for Ridesharing-Aware Mobility-on-Demand Systems,
Chonghuan Wang, Yiwen Song, Yifei Wei, Guiyun Fan, Haiming Jin, Fan Zhang INFOCOM 2021, (CCF A) paper / code |
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Push the Limit of Single-Chip mmWave Radar-Based Egomotion Estimation with Moving Objects in FoV,
Rong Ding, Haiming Jin, Jianrong Ding, Xiaocheng Wang, Guiyun Fan, Xiaohua Tian, Linghe Kong Sensys 2023, (CCF B) paper / code |
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Joint Order Dispatch and Repositioning for Urban Car Sharing Systems: A Robust Optimization Approach,
Yiran Zhao, Guiyun Fan, Haiming Jin, Wenze Ma, Xiaocheng Wang, Baoxiang He, Xinbing Wang Sensys 2021, (CCF B) paper / code |
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Social- Aware Content Sharing in D2D Communications: An Optimal Stopping Approach
Guiyun Fan, Wenjie Bai, Xiaoying Gan, Xinbing Wang, Jingting Wang ICC 2018 paper / code |
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Shallowly Buried Trash Detection in Sandy Land Based on IR-UWB Radar
Guiyun Fan, Yongkui Zhang, Haiming Jin, IPSN Poster 2024 paper / code |
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Constrained Multi-Agent Reinforcement Learning for Managing Electric Self-Driving Taxis
Zhaoxing Yang, Guiyun Fan*, Haiming Jin ICPADS, 2021 paper / code |
Journal Papers |
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Enabling optimal control under demand elasticity for electric vehicle charging systems
Guiyun Fan, Zhaoxing Yang, Haiming Jin, Xiaoying Gan, Xinbing Wang IEEE Transactions on Mobile Computing (TMC) 2022, (CCF A) paper |
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Joint Scheduling and Incentive Mechanism for Spatio-Temporal Vehicular Crowd Sensing
Guiyun Fan, Haiming Jin, Qihong Liu, Wei Qin, Xiaoying Gan, Huan Long, Luoyi Fu, Xinbing Wang IEEE Transactions on Mobile Computing (TMC) 2021, (CCF A) paper |
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Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet
Chonghuan Wang, Yiwen Song, Guiyun Fan*, Haiming Jin, Lu Su, Fan Zhang, Xinbing Wang IEEE Transactions on Mobile Computing (TMC) 2023, (CCF A) paper |
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Water Salinity Sensing with UAV-Mounted IR-UWB Radar
Xiaocheng Wang, Guiyun Fan*, Rong Ding, Haiming Jin, Wentian Hao, Mingyuan Tao, Transactions on Sensor Networks (TOSN) 2024, (CCF B, 共同一作) paper |
Talks |
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"m^3ASL: ASL Gesture Recognition with Moving mmWave Radar" Presentation at INFOCOM, London, UK |
2025.5 |
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"Shallowly Buried Trash Detection in Sandy Land Based on IR-UWB Radar" Presentation at HongKong, China |
2024.5 |
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"Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems" Presentation at INFOCOM, Online |
2022.5 |
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"Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems" Presentation at INFOCOM, Online |
2021.5 |
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"Social- Aware Content Sharing in D2D Communications: An Optimal Stopping Approach" Presentation at Kansas City, MO, USA |
20.12 |
Professional Services |
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