Xiaochen Fan

63 papers A* 3B 4Journal 41Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
A survey of physics-informed AI for complex urban systems.
Inf. Fusion
En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li
2026 J jnl
An accelerated noise-tolerant power method for fair streaming PCA with PAFO learnability.
Inf. Sci.
Xingcai Zhou, Xiaochen Fan, Shaogao Lv
2025 J jnl
A Survey of Physics-Informed AI for Complex Urban Systems.
CoRR
En Xu, Huandong Wang, Yunke Zhang, Sibo Li, Yinzhou Tang, Zhilun Zhou, Yuming Lin, Yuan Yuan, Xiaochen Fan, Jingtao Ding, Yong Li
2025 J jnl
Causal Discovery and Inference towards Urban Elements and Associated Factors.
CoRR
Tao Feng, Yunke Zhang, Xiaochen Fan, Huandong Wang, Yong Li
2025 — conf
CoopRide: Cooperate All Grids in City-Scale Ride-Hailing Dispatching with Multi-Agent Reinforcement Learning.
KDD (1)
Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Qin Zhang, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li
2025 B conf
FedCCS: Efficient Federated Learning with Clustering-Based Client Selection and Bandwidth Allocation.
WCNC
Kang Yan, Tao Wu, Nina Shu, Zhexian Shen, Simao Xu, Xiaochen Fan, Yanfeng Lu
2025 J jnl
Predicting Human Mobility in Disasters via LLM-Enhanced Cross-City Learning.
CoRR
Yinzhou Tang, Huandong Wang, Xiaochen Fan, Yong Li
2025 A* conf
TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs.
AAAI
Qin Zhang, Xiaowei Li, Ziqi Liu, Xiaochen Fan, Xiaojun Chen, Shirui Pan
2025 J jnl
TR-ODE: Robust Vehicle Trajectory Recovery via Seq2Seq Learning with GRU-ODE-Bayes.
ACM Trans. Sens. Networks
Rui Chen, Xiaochen Fan, Huan Yan, Fudan Yu, Yong Li
2025 J jnl
Toward Cross-Environment Continuous Gesture User Authentication With Commercial Wi-Fi.
IEEE Trans. Netw.
Lei Zhang, Yazhou Ma, Mingzi Zuo, Zhen Ling, Changyu Dong, Guangquan Xu, Lin Shu, Xiaochen Fan, Qian Zhang
2025 J jnl
Wi-Fitness: Improving Wi-Fi Sensing With Video Perception for Smart Fitness.
IEEE Internet Things J.
Mengli Wei, Daguo Zhao, Lei Zhang, Cheng Wang, Yonggang Zhang, Qi Wang, Xiaochen Fan, Yaping Zhong, Shiwen Mao
2024 — conf
A Measurement Study of DNS Query Protocols in Mobile Networks: Efficiency, Reliability and Choice.
MSN
Liangyi Gong, Sai Wang, Lanqi Yang, Chun Long, Xiaochen Fan, Daibo Liu, Changhua Pei
2024 A* conf
DyPS: Dynamic Parameter Sharing in Multi-Agent Reinforcement Learning for Spatio-Temporal Resource Allocation.
KDD
Jingwei Wang, Qianyue Hao, Wenzhen Huang, Xiaochen Fan, Zhentao Tang, Bin Wang, Jianye Hao, Yong Li
2024 J jnl
Predictive Service Provisioning With Online Learning in Wireless Edge Networks.
IEEE Trans. Mob. Comput.
Tao Wu, Xiaochen Fan, Hao Wei, Yuben Qu, Chaocan Xiang, Panlong Yang, Fan Wu
2024 — conf
Quantifying the Similarity of Urban Forms through the Building Morphology Complexity Index.
BuildSys
Xiaochen Fan, Rui Chen, Yuming Lin
2024 J jnl
Toward Robust and Effective Behavior Based User Authentication With Off-the-Shelf Wi-Fi.
IEEE Trans. Inf. Forensics Secur.
Lei Zhang, Yunzhe Jiang, Yazhou Ma, Shiwen Mao, Wenyuan Huang, Zhiyong Yu, Xiao Zheng, Lin Shu, Xiaochen Fan, Guangquan Xu, Changyu Dong
2024 J jnl
Wi-Diag: Robust Multisubject Abnormal Gait Diagnosis With Commodity Wi-Fi.
IEEE Internet Things J.
Lei Zhang, Yazhou Ma, Xiaojie Fan, Xiaochen Fan, Yonggang Zhang, Zhenxiang Chen, Xianyi Chen, Daqing Zhang
2023 J jnl
ABUSDet: A Novel 2.5D deep learning model for automated breast ultrasound tumor detection.
Appl. Intell.
Xudong Song, Xiaoyang Lu, Gengfa Fang, Xiangjian He, Xiaochen Fan, Le Cai, Wenjing Jia, Zumin Wang
2023 — conf
Application of Network Data Transmission Module Based on Advance Planning in Aerospace Measurement and Control Simulation Field.
ICCSIE
Yuchuan Yang, Fan Xu, Bin Yin, Wanyu Li, Xiaochen Fan, Yiwen Hu
2023 J jnl
Exploiting temporal dependency of RSS data with deep learning for IoT-oriented wireless indoor localization.
Internet Technol. Lett.
Qianwen Ye, Xiaochen Fan, Gengfa Fang, Hongxia Bie
2023 J jnl
Learnable interpolation and extrapolation network for fuzzy pulmonary lobe segmentation.
IET Image Process.
Xiaochen Fan, Xin Xu, Jianxing Feng, Haixia Huang, Xiang Zuo, Guohou Xu, Guanghui Ma, Bin Chen, Jianbin Wu, Yinhua Huang, Yang Luo
2023 B conf
Optimal Station Placement and Assignment for Electric Vehicle Battery Swapping.
ICPADS
Yichao Gao, Tao Wu, Xiaochen Fan, Xianrui Pan, Panlong Yang
2023 J jnl
SE-Loc: Security-Enhanced Indoor Localization With Semi-Supervised Deep Learning.
IEEE Trans. Netw. Sci. Eng.
Qianwen Ye, Xiaochen Fan, Hongxia Bie, Deepak Puthal, Tao Wu, Xudong Song, Gengfa Fang
2022 J jnl
Device-free near-field human sensing using WiFi signals.
Pers. Ubiquitous Comput.
Liangyi Gong, Chaocan Xiang, Xiaochen Fan, Tao Wu, Chao Chen, Miao Yu, Wu Yang
2022 J jnl
DyCC-Net: Dynamic Context Collection Network for Input-Aware Drone-View Object Detection.
Remote. Sens.
Yue Xi, Wenjing Jia, Qiguang Miao, Xiangzeng Liu, Xiaochen Fan, Jian Lou
2022 J jnl
EdgeLoc: A Robust and Real-Time Localization System Toward Heterogeneous IoT Devices.
IEEE Internet Things J.
Qianwen Ye, Hongxia Bie, Kuan-Ching Li, Xiaochen Fan, Liangyi Gong, Xiangjian He, Gengfa Fang
2022 J jnl
FiFoNet: Fine-Grained Target Focusing Network for Object Detection in UAV Images.
Remote. Sens.
Yue Xi, Wenjing Jia, Qiguang Miao, Xiangzeng Liu, Xiaochen Fan, Hanhui Li
2022 B conf
Fine-Grained Battery-Swap Order Prediction Using Spatio-Temporal Data Via GAT Model.
ICPADS
Xianrui Pan, Panlong Yang, Xiaochen Fan, Guanghui Zhang, Pengju Pan, Lei Ye, Yicheng Wu, Dailong Shu
2022 A* conf
Precise Mobility Intervention for Epidemic Control Using Unobservable Information via Deep Reinforcement Learning.
KDD
Tao Feng, Tong Xia, Xiaochen Fan, Huandong Wang, Zefang Zong, Yong Li
2022 — conf
Reviving the economy while saving lives: a deep reinforcement learning approach for smart POI reopening.
SIGSPATIAL/GIS
Tao Feng, Huandong Wang, Xiaochen Fan, Tong Xia, Yong Li
2022 J jnl
Users' experience matter: Delay sensitivity-aware computation offloading in mobile edge computing.
Digit. Commun. Networks
Mingzhi Wang, Tao Wu, Tao Ma, Xiaochen Fan, Mingxing Ke
2022 J jnl
Wi-Gym: Gymnastics Activity Assessment Using Commodity Wi-Fi.
IEEE Internet Things J.
Lei Zhang, Wenyuan Huang, Xiaoxia Jia, Xiaojie Fan, Xiaochen Fan, Liangyi Gong, Wenyuan Tao, Shiwen Mao
2021 J jnl
BuildSenSys: Reusing Building Sensing Data for Traffic Prediction With Cross-Domain Learning.
IEEE Trans. Mob. Comput.
Xiaochen Fan, Chaocan Xiang, Chao Chen, Panlong Yang, Liangyi Gong, Xudong Song, Priyadarsi Nanda, Xiangjian He
2021 J jnl
DRL-GAN: Dual-Stream Representation Learning GAN for Low-Resolution Image Classification in UAV Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yue Xi, Wenjing Jia, Jiangbin Zheng, Xiaochen Fan, Yefan Xie, Jinchang Ren, Xiangjian He
2021 J jnl
Fisher information-empowered sensing quality quantification for crowdsensing networks.
Neural Comput. Appl.
Chaocan Xiang, Xiaochen Fan, Chao Chen, Liangyi Gong, Songtao Guo
2021 — conf
Interest Users Cumulatively in Your Ads: A Near Optimal Study for Wi-Fi Advertisement Scheduling.
INFOCOM Workshops
Wanru Xu, Xiaochen Fan, Tao Wu, Yue Xi, Panlong Yang, Chang Tian
2021 B conf
MobiEdge: Mobile Service Provisioning for Edge Clouds with Time-varying Service Demands.
ICPADS
Tao Wu, Xiaochen Fan, Yuben Qu, Panlong Yang
2021 — —
Mobile Edge Computing: From Task Load Balancing to Real-World Mobile Sensing Applications
Xiaochen Fan
2021 J jnl
PDANet: Pyramid density-aware attention based network for accurate crowd counting.
Neurocomputing
Saeed Amirgholipour, Wenjing Jia, Lei Liu, Xiaochen Fan, Dadong Wang, Xiangjian He
2021 J jnl
Rethinking feature aggregation for deep RGB-D salient object detection.
Neurocomputing
Yuanfang Zhang, Jiangbin Zheng, Long Li, Nian Liu, Wenjing Jia, Xiaochen Fan, Chengpei Xu, Xiangjian He
2021 J jnl
Tolerance-Oriented Wi-Fi Advertisement Scheduling: A Near Optimal Study on Accumulative User Interests.
Mob. Networks Appl.
Wanru Xu, Xiaochen Fan, Tao Wu, Wei Tao, Yue Xi, Panlong Yang, Chang Tian
2020 — conf
CapsLoc: A Robust Indoor Localization System with WiFi Fingerprinting Using Capsule Networks.
ICC
Qianwen Ye, Xiaochen Fan, Gengfa Fang, Hongxia Bie, Xudong Song, Rajan Shankaran
2020 J jnl
Deep learning for intelligent traffic sensing and prediction: recent advances and future challenges.
CCF Trans. Pervasive Comput. Interact.
Xiaochen Fan, Chaocan Xiang, Liangyi Gong, Xin He, Yuben Qu, Saeed Amirgholipour, Yue Xi, Priyadarsi Nanda, Xiangjian He
2020 J jnl
Edge Computing-Empowered Large-Scale Traffic Data Recovery Leveraging Low-Rank Theory.
IEEE Trans. Netw. Sci. Eng.
Chaocan Xiang, Zhao Zhang, Yuben Qu, Dongyu Lu, Xiaochen Fan, Panlong Yang, Fan Wu
2020 J jnl
EdgeLoc: An Edge-IoT Framework for Robust Indoor Localization Using Capsule Networks.
CoRR
Qianwen Ye, Xiaochen Fan, Gengfa Fang, Hongxia Bie, Chaocan Xiang, Xudong Song, Xiangjian He
2020 J jnl
FairEdge: A Fairness-Oriented Task Offloading Scheme for Iot Applications in Mobile Cloudlet Networks.
IEEE Access
Shuang Lai, Xiaochen Fan, Qianwen Ye, Zhiyuan Tan, Yuanfang Zhang, Xiangjian He, Priyadarsi Nanda
2020 J jnl
RTVD: A Real-Time Volumetric Detection Scheme for DDoS in the Internet of Things.
IEEE Access
Jiabin Li, Ming Liu, Zhi Xue, Xiaochen Fan, Xiangjian He
2019 J jnl
A Novel Convolutional Neural Network Based Indoor Localization Framework With WiFi Fingerprinting.
IEEE Access
Xudong Song, Xiaochen Fan, Chaocan Xiang, Qianwen Ye, Leyu Liu, Zumin Wang, Xiangjian He, Ning Yang, Gengfa Fang
2019 — conf
CNNLoc: Deep-Learning Based Indoor Localization with WiFi Fingerprinting.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Xudong Song, Xiaochen Fan, Xiangjian He, Chaocan Xiang, Qianwen Ye, Xiang Huang, Gengfa Fang, Liming Luke Chen, Jing Qin, Zumin Wang
2019 — conf
UrbanEdge: deep learning empowered edge computing for urban IoT time series prediction.
ACM TUR-C
Xiaochen Fan, Chaocan Xiang, Liangyi Gong, Xiangjian He, Chao Chen, Xiang Huang
2018 J jnl
A Novel Collaborative Task Offloading Scheme for Secure and Sustainable Mobile Cloudlet Networks.
IEEE Access
Ning Yang, Xiaochen Fan, Deepak Puthal, Xiangjian He, Priyadarsi Nanda, Shiping Guo
2018 — conf
CTOM: Collaborative Task Offloading Mechanism for Mobile Cloudlet Networks.
ICC
Xiaochen Fan, Xiangjian He, Deepak Puthal, Shiping Chen, Chaocan Xiang, Priyadarsi Nanda, Xunpeng Rao
2018 J jnl
Towards System Implementation and Data Analysis for Crowdsensing Based Outdoor RSS Maps.
IEEE Access
Xiaochen Fan, Xiangjian He, Chaocan Xiang, Deepak Puthal, Liangyi Gong, Priyadarsi Nanda, Gengfa Fang
2018 J jnl
You Can Recharge With Detouring: Optimizing Placement for Roadside Wireless Charger.
IEEE Access
Xunpeng Rao, Yubo Yan, Maotian Zhang, Wanru Xu, Xiaochen Fan, Hao Zhou, Panlong Yang
2017 J jnl
4D Reconstruction of Blooming Flowers.
Comput. Graph. Forum
Qian Zheng, Xiaochen Fan, Minglun Gong, Andrei Sharf, Oliver Deussen, Hui Huang
2017 — conf
Quantifying sensing quality of crowd sensing networks with confidence interval.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Chaocan Xiang, Panlong Yang, Xiaochen Fan, Liangyi Gong
2017 J jnl
Taming the big to small: efficient selfish task allocation in mobile crowdsourcing systems.
Concurr. Comput. Pract. Exp.
Qingyu Li, Panlong Yang, Xiaochen Fan, Shaojie Tang, Chaocan Xiang, Deke Guo, Fan Li
2016 J jnl
Equilibrium is priceless: selfish task allocation for mobile crowdsourcing network.
EURASIP J. Wirel. Commun. Netw.
Qingyu Li, Panlong Yang, Shaojie Tang, Maotian Zhang, Xiaochen Fan
2016 J jnl
SAFE-CROWD: secure task allocation for collaborative mobile social network.
Secur. Commun. Networks
Xiaochen Fan, Panlong Yang, Qingyu Li, Dawei Liu, Chaocan Xiang, Yonggang Zhao
2016 — conf
iMap: A Crowdsensing Based System for Outdoor Radio Signal Strength Map.
Trustcom/BigDataSE/ISPA
Xiaochen Fan, Panlong Yang, Chaocan Xiang, Lei Shi
2015 — conf
Fairness Counts: Simple Task Allocation Scheme for Balanced Crowdsourcing Networks.
MSN
Xiaochen Fan, Panlong Yang, Qingyu Li
2014 — conf
SAFE-CROWD: Secure task allocation for collaborative mobile social network.
ChinaCom
Xiaochen Fan, Panlong Yang, Qingyu Li
2013 J jnl
Analyzing growing plants from 4D point cloud data.
ACM Trans. Graph.
Yangyan Li, Xiaochen Fan, Niloy J. Mitra, Daniel A. Chamovitz, Daniel Cohen-Or, Baoquan Chen