| 2025 | AAAI | TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs. | Qin Zhang, Xiaowei Li, Ziqi Liu, Xiaochen Fan, Xiaojun Chen, Shirui Pan |
| 2025 | KDD | CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning. | Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Qin Zhang, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li |
| 2025 | WCNC | FedCCS: Efficient Federated Learning with Clustering-Based Client Selection and Bandwidth Allocation. | Kang Yan, Tao Wu, Nina Shu, Zhexian Shen, Simao Xu, Xiaochen Fan, Yanfeng Lu |
| 2024 | KDD | DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation. | Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li |
| 2023 | ICPADS | Optimal Station Placement and Assignment for Electric Vehicle Battery Swapping. | Yichao Gao, Tao Wu, Xiaochen Fan, Xianrui Pan, Panlong Yang |
| 2022 | ICPADS | Fine-Grained Battery-Swap Order Prediction Using Spatio-Temporal Data Via GAT Model. | Xianrui Pan, Panlong Yang, Xiaochen Fan, Guanghui Zhang, Pengju Pan, Lei Ye, Yicheng Wu, Dailong Shu |
| 2022 | KDD | Precise Mobility Intervention for Epidemic Control Using Unobservable Information via Deep Reinforcement Learning. | Tao Feng, Tong Xia, Xiaochen Fan, Huandong Wang, Zefang Zong, Yong Li |
| 2021 | ICPADS | MobiEdge: Mobile Service Provisioning for Edge Clouds with Time-varying Service Demands. | Tao Wu, Xiaochen Fan, Yuben Qu, Panlong Yang |
| 2021 | INFOCOM | Interest Users Cumulatively in Your Ads: A Near Optimal Study for Wi-Fi Advertisement Scheduling. | Wanru Xu, Xiaochen Fan, Tao Wu, Yue Xi, Panlong Yang, Chang Tian |
| 2019 | UIC | CNNLoc: Deep-Learning Based Indoor Localization with WiFi Fingerprinting. | Xudong Song, Xiaochen Fan, Xiangjian He, Chaocan Xiang, Qianwen Ye, Xiang Huang, Gengfa Fang, Liming Luke Chen, Jing Qin, Zumin Wang |
| 2017 | UIC | Quantifying sensing quality of crowd sensing networks with confidence interval. | Chaocan Xiang, Panlong Yang, Xiaochen Fan, Liangyi Gong |
| 2016 | TrustCom | iMap: A Crowdsensing Based System for Outdoor Radio Signal Strength Map. | Xiaochen Fan, Panlong Yang, Chaocan Xiang, Lei Shi |