Fan Zhang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 69

Top Topics

Benchmark Suite

Top Venues

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Mob. Comput.

Publications

Guang Wang, Sihong He, Lin Jiang, Shuai Wang, Fei Miao, Fan Zhang, Zheng Dong, Desheng Zhang
FairMove: A Data-Driven Vehicle Displacement System for Jointly Optimizing Profit Efficiency and Fairness of Electric For-Hire Vehicles. IEEE Trans. Mob. Comput. 23 (6) (2024)
Bingru Han, Juanjuan Zhao, Xitong Gao, Kejiang Ye, Fan Zhang
MPRG: A Method for Parallel Road Generation Based on Trajectories of Multiple Types of Vehicles. PAKDD (5) (2024)
Hongbo Chen, Quan Zhou, Sen Yang, Xing Han, Fan Zhang, Danfeng Zhang, XiaoFeng Wang
AGORA: Open More and Trust Less in Binary Verification Service. CoRR (2024)
Li Sun, Juanjuan Zhao, Fan Zhang, Kejiang Ye
GSPM: An Early Detection Approach to Sudden Abnormal Large Outflow in a Metro System. PAKDD (5) (2024)
Yuchen Song, Juanjuan Zhao, Xitong Gao, Fan Zhang, Kejiang Ye
Enhanced HMM Map Matching Model Based on Multiple Type Trajectories. PAKDD (5) (2024)
Li Sun, Juanjuan Zhao, Jun Zhang, Fan Zhang, Kejiang Ye, Chengzhong Xu
: A state transition based model for real-time crowd counting in a metro system. Concurr. Comput. Pract. Exp. 36 (14) (2024)
Li Sun, Juanjuan Zhao, Fan Zhang, Rui Zhang, Kejiang Ye
FMSYS: Fine-Grained Passenger Flow Monitoring in a Large-Scale Metro System Based on AFC Smart Card Data. PAKDD (5) (2024)
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)
Guang Wang, Fan Zhang, Desheng Zhang
When mobility on demand meets vehicle electrification: a longitudinal study on evolution of city-scale ridesharing. CCF Trans. Pervasive Comput. Interact. 5 (2) (2023)
Guang Wang, Yuefei Chen, Shuai Wang, Fan Zhang, Desheng Zhang
ForETaxi: Data-Driven Fleet-Oriented Charging Resource Allocation in Large-Scale Electric Taxi Networks. ACM Trans. Sens. Networks 19 (3) (2023)
Junjie Ou, Jiahui Sun, Yichen Zhu, Haiming Jin, Yijuan Liu, Fan Zhang, Jianqiang Huang, Xinbing Wang
STP-TrellisNets+: Spatial-Temporal Parallel TrellisNets for Multi-Step Metro Station Passenger Flow Prediction. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Fan Zhang, Ye Ding, Yuhao Liao
Financial Data Collection Based on Big Data Intelligent Processing. Int. J. Inf. Technol. Syst. Approach 16 (3) (2023)
Juanjuan Zhao, Liutao Zhang, Kejiang Ye, Jiexia Ye, Jun Zhang, Fan Zhang, Cheng-Zhong Xu
GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Kaipeng Wang, Pu Wang, Zhiren Huang, Ximan Ling, Fan Zhang, Anthony Chen
A Two-Step Model for Predicting Travel Demand in Expanding Subways. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
VeMo: Enable Transparent Vehicular Mobility Modeling at Individual Levels With Full Penetration. IEEE Trans. Mob. Comput. 21 (7) (2022)
Lai Tu, Shuai Wang, Desheng Zhang, Fan Zhang, Tian He
ViFi-MobiScanner: Observe Human Mobility via Vehicular Internet Service. IEEE Trans. Intell. Transp. Syst. 22 (1) (2021)
Ruobing Jiang, Zhenni Feng, Desheng Zhang, Shuai Wang, Yanmin Zhu, Fan Zhang, Tian He
Data-Driven Digital Advertising with Uncertain Demand Model in Metro Networks. IEEE Trans. Big Data 7 (2) (2021)
Guang Wang, Zhihan Fang, Xiaoyang Xie, Shuai Wang, Huijun Sun, Fan Zhang, Yunhuai Liu, Desheng Zhang
Pricing-aware Real-time Charging Scheduling and Charging Station Expansion for Large-scale Electric Buses. ACM Trans. Intell. Syst. Technol. 12 (1) (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)
Zhihan Fang, Guang Yang, Dian Zhang, Xiaoyang Xie, Guang Wang, Yu Yang, Fan Zhang, Desheng Zhang
MoCha: Large-Scale Driving Pattern Characterization for Usage-based Insurance. KDD (2021)
Guang Wang, Yongfeng Zhang, Zhihan Fang, Shuai Wang, Fan Zhang, Desheng Zhang
FairCharge: A Data-Driven Fairness-Aware Charging Recommendation System for Large-Scale Electric Taxi Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Zhou Qin, Yikun Xian, Fan Zhang, Desheng Zhang
MIMU: Mobile WiFi Usage Inference by Mining Diverse User Behaviors. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Yi Wang, Weilin Zhang, Fan Zhang, Ling Yin, Jun Zhang, Chen Tian, Wei Jiang
Analysis of subway passenger flow based on smart card data. BigCom (2020)
Yu Yang, Zhihan Fang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang
Extending Coverage of Stationary Sensing Systems with Mobile Sensing Systems for Human Mobility Modeling. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (3) (2020)
Zhihan Fang, Guang Wang, Shuai Wang, Chaoji Zuo, Fan Zhang, Desheng Zhang
CellRep: Usage Representativeness Modeling and Correction Based on Multiple City-Scale Cellular Networks. WWW (2020)
Xiaoyang Xie, Zhihan Fang, Yang Wang, Fan Zhang, Desheng Zhang
RISC: Resource-Constrained Urban Sensing Task Scheduling Based on Commercial Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Guang Wang, Fan Zhang, Huijun Sun, Yang Wang, Desheng Zhang
Understanding the Long-Term Evolution of Electric Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns. ACM Trans. Intell. Syst. Technol. 11 (4) (2020)
Guang Wang, Fan Zhang, Desheng Zhang
tCharge - A fleet-oriented real-time charging scheduling system for electric taxi fleets: poster abstract. SenSys (2019)
Longkai Chen, Fan Zhang, Guohua Cui, Jing Sun, Minhua Zheng, Ruijun Pan
Minimally Invasive Instrument Joint Design Based on Variable Stiffness of Transmission Efficiency. ICIRA (6) (2019)
Guang Wang, Xiuyuan Chen, Fan Zhang, Yang Wang, Desheng Zhang
Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks. MobiCom (2019)
Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. MobiCom (2019)
Yanhua Li, Guanxiong Liu, Zhi-Li Zhang, Jun Luo, Fan Zhang
CityLines: Designing Hybrid Hub-and-Spoke Transit System with Urban Big Data. IEEE Trans. Big Data 5 (4) (2019)
Guang Wang, Wenzhong Li, Jun Zhang, Yingqiang Ge, Zuohui Fu, Fan Zhang, Yang Wang, Desheng Zhang
sharedCharging: Data-Driven Shared Charging for Large-Scale Heterogeneous Electric Vehicle Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Xiaoyang Xie, Fan Zhang, Desheng Zhang
Understanding real-time interaction in heterogeneous vehicular sensing: poster abstract. SenSys (2019)
Yu Yang, Fan Zhang, Desheng Zhang
Vehicular mobility modeling based on heterogeneous sensor networks: poster abstract. SenSys (2019)
Desheng Zhang, Tian He, Fan Zhang
National-scale Traffic Model Calibration in Real Time with Multi-source Incomplete Data. ACM Trans. Cyber Phys. Syst. 3 (2) (2019)
Zhihan Fang, Fan Zhang, Desheng Zhang
Fine-grained travel time sensing in heterogeneous mobile networks: poster abstract. SenSys (2019)
Xiaoyang Xie, Yu Yang, Zhihan Fang, Guang Wang, Fan Zhang, Fan Zhang, Yunhuai Liu, Desheng Zhang
coSense: Collaborative Urban-Scale Vehicle Sensing Based on Heterogeneous Fleets. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (4) (2018)
Xiaoyang Xie, Fan Zhang, Desheng Zhang
PrivateHunt: Multi-Source Data-Driven Dispatching in For-Hire Vehicle Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Jun Zhang, Lai Tu, Fan Zhang, Benxiong Huang, Jin Liu
A real-time bus-subway transfer scheme recommendation systems. Concurr. Comput. Pract. Exp. 30 (20) (2018)
Yu Yang, Fan Zhang, Desheng Zhang
SharedEdge: GPS-Free Fine-Grained Travel Time Estimation in State-Level Highway Systems. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Jun Zhang, Lai Tu, Fan Zhang, Xiaojun Yin, Jing Sun, Helena Sing-Tone Chen
Flexible Express Bus Line Planning and Operating Based on Passenger Flow Analysis. ITSC (2018)
Guang Wang, Xiaoyang Xie, Fan Zhang, Yunhuai Liu, Desheng Zhang
bCharge: Data-Driven Real-Time Charging Scheduling for Large-Scale Electric Bus Fleets. RTSS (2018)
Desheng Zhang, Tian He, Fan Zhang, Chengzhong Xu
Urban-Scale Human Mobility Modeling With Multi-Source Urban Network Data. IEEE/ACM Trans. Netw. 26 (2) (2018)
Zhihao Zheng, Zhiren Huang, Fan Zhang, Pu Wang
Understanding coupling dynamics of public transportation networks. EPJ Data Sci. 7 (1) (2018)
Zhihan Fang, Fan Zhang, Ling Yin, Desheng Zhang
MultiCell: Urban Population Modeling Based on Multiple Cellphone Networks. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Yu Yang, Xiaoyang Xie, Zhihan Fang, Fan Zhang, Yang Wang, Desheng Zhang
VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration. CoRR (2018)
Desheng Zhang, Tian He, Fan Zhang
Real-Time Human Mobility Modeling with Multi-View Learning. ACM Trans. Intell. Syst. Technol. 9 (3) (2018)
Guang Wang, Xiuyuan Chen, Fan Zhang, Yang Wang, Desheng Zhang
Experience: Understanding Long-Term Evolving Patterns of Shared Electric Vehicle Networks. CoRR (2018)
Desheng Zhang, Juanjuan Zhao, Fan Zhang, Ruobing Jiang, Tian He, Nikos Papanikolopoulos
Last-Mile Transit Service with Urban Infrastructure Data. ACM Trans. Cyber Phys. Syst. 1 (2) (2017)
Amin Vahedian Khezerlou, Xun Zhou, Lufan Li, Zubair Shafiq, Alex X. Liu, Fan Zhang
A Traffic Flow Approach to Early Detection of Gathering Events: Comprehensive Results. ACM Trans. Intell. Syst. Technol. 8 (6) (2017)
Zhiyong Tian, Lai Tu, Yi Wang, Fan Zhang, Chen Tian
Impact of Core Charging Station's Cease Operation in the Entire Charging Station System: A Case Study in Shenzhen. BigDataService (2017)
Guanxiong Liu, Yanhua Li, Zhi-Li Zhang, Jun Luo, Fan Zhang
CityLines: Hybrid Hub-and-Spoke Urban Transit System. SIGSPATIAL/GIS (2017)
Juanjuan Zhao, Fan Zhang, Lai Tu, Cheng-Zhong Xu, Dayong Shen, Chen Tian, Xiang-Yang Li, Zhengxi Li
Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems. IEEE Trans. Intell. Transp. Syst. 18 (4) (2017)
Jun Zhang, Dayong Shen, Lai Tu, Fan Zhang, Chengzhong Xu, Yi Wang, Chen Tian, Xiangyang Li, Benxiong Huang, Zhengxi Li
A Real-Time Passenger Flow Estimation and Prediction Method for Urban Bus Transit Systems. IEEE Trans. Intell. Transp. Syst. 18 (11) (2017)
Zhiyong Tian, Lai Tu, Chen Tian, Yi Wang, Fan Zhang
Understanding Battery Degradation Phenomenon in Real-Life Electric Vehicle Use Based on Big Data. BigCom (2017)
Juanjuan Zhao, Qiang Qu, Fan Zhang, Chengzhong Xu, Siyuan Liu
Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data. IEEE Trans. Intell. Transp. Syst. 18 (11) (2017)
Jun Zhang, Lai Tu, Fan Zhang, Benxiong Huang
A Real-Time Bus Transfer Scheme Recommendation Systems. CBD (2017)
Juanjuan Zhao, Fan Zhang, Lai Tu, Cheng-Zhong Xu, Dayong Shen, Chen Tian, Xiang-Yang Li, Zhengxi Li
Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems. CoRR (2016)
Aftab Ahmed Chandio, Nikos Tziritas, Fan Zhang, Ling Yin, Cheng-Zhong Xu
Towards adaptable and tunable cloud-based map-matching strategy for GPS trajectories. Frontiers Inf. Technol. Electron. Eng. 17 (12) (2016)
Liangyin Chen, Yuanchao Shu, Yu Gu, Shuo Guo, Tian He, Fan Zhang, Jiming Chen
Group-Based Neighbor Discovery in Low-Duty-Cycle Mobile Sensor Networks. IEEE Trans. Mob. Comput. 15 (8) (2016)
Xun Zhou, Amin Vahedian Khezerlou, Alex X. Liu, M. Zubair Shafiq, Fan Zhang
A traffic flow approach to early detection of gathering events. SIGSPATIAL/GIS (2016)
Desheng Zhang, Tian He, Fan Zhang, Mingming Lu, Yunhuai Liu, Haengju Lee, Sang Hyuk Son
Carpooling Service for Large-Scale Taxicab Networks. ACM Trans. Sens. Networks 12 (3) (2016)
Fan Zhang, Juanjuan Zhao, Chen Tian, Cheng-Zhong Xu, Xue Liu, Lei Rao
Spatiotemporal Segmentation of Metro Trips Using Smart Card Data. IEEE Trans. Veh. Technol. 65 (3) (2016)
Desheng Zhang, Fan Zhang, Tian He
MultiCalib: national-scale traffic model calibration in real time with multi-source incomplete data. SIGSPATIAL/GIS (2016)
Wen Xiong, Zhibin Yu, Lieven Eeckhout, Zhengdong Bei, Fan Zhang, Cheng-Zhong Xu
ShenZhen transportation system (SZTS): a novel big data benchmark suite. J. Supercomput. 72 (11) (2016)
Desheng Zhang, Juanjuan Zhao, Fan Zhang, Tian He, Haengju Lee, Sang Hyuk Son
Heterogeneous Model Integration for Multi-Source Urban Infrastructure Data. ACM Trans. Cyber Phys. Syst. 1 (1) (2016)
Manhua Jiang, Xiaopeng Fan, Fan Zhang, Chengzhong Xu, Haixia Mao, Renkai Liu
Characterizing On-Bus WiFi Passenger Behaviors by Approximate Search and Cluster Analysis. CCBD (2016)
Zhiyong Tian, Taeho Jung, Yi Wang, Fan Zhang, Lai Tu, Cheng-Zhong Xu, Chen Tian, Xiang-Yang Li
Real-Time Charging Station Recommendation System for Electric-Vehicle Taxis. IEEE Trans. Intell. Transp. Syst. 17 (11) (2016)
Desheng Zhang, Juanjuan Zhao, Fan Zhang, Ruobing Jiang, Tian He
Feeder: supporting last-mile transit with extreme-scale urban infrastructure data. IPSN (2015)
Desheng Zhang, Ruobing Jiang, Shuai Wang, Yanmin Zhu, Bo Yang, Jian Cao, Fan Zhang, Tian He
EveryoneCounts: Data-driven digital advertising with uncertain demand model in metro networks. IEEE BigData (2015)
Aftab Ahmed Chandio, Nikos Tziritas, Fan Zhang, Cheng-Zhong Xu
An Approach for Map-Matching Strategy of GPS-Trajectories Based on the Locality of Road Networks. IOV (2015)
Desheng Zhang, Juanjuan Zhao, Fan Zhang, Tian He
coMobile: real-time human mobility modeling at urban scale using multi-view learning. SIGSPATIAL/GIS (2015)
Wen Xiong, Zhibin Yu, Lieven Eeckhout, Zhengdong Bei, Fan Zhang, Cheng-Zhong Xu
SZTS: A Novel Big Data Transportation System Benchmark Suite. ICPP (2015)
Desheng Zhang, Juanjuan Zhao, Fan Zhang, Tian He
UrbanCPS: a cyber-physical system based on multi-source big infrastructure data for heterogeneous model integration. ICCPS (2015)
Ye Li, Chen Tian, Fan Zhang, Cheng-Zhong Xu
Traffic condition matrix estimation via weighted Spatio-Temporal Compressive Sensing for unevenly-distributed and unreliable GPS data. ITSC (2014)
Desheng Zhang, Jun Huang, Ye Li, Fan Zhang, Cheng-Zhong Xu, Tian He
Exploring human mobility with multi-source data at extremely large metropolitan scales. MobiCom (2014)
Zhiyong Tian, Yi Wang, Chen Tian, Fan Zhang, Lai Tu, Cheng-Zhong Xu
Understanding operational and charging patterns of Electric Vehicle taxis using GPS records. ITSC (2014)
Juanjuan Zhao, Chen Tian, Fan Zhang, Cheng-Zhong Xu, Shengzhong Feng
Understanding temporal and spatial travel patterns of individual passengers by mining smart card data. ITSC (2014)
Fan Zhang, Wenbo He, Yangyi Chen, Zhou Li, XiaoFeng Wang, Shuo Chen, Xue Liu
Thwarting Wi-Fi Side-Channel Analysis through Traffic Demultiplexing. IEEE Trans. Wirel. Commun. 13 (1) (2014)
Jun Huang, Li Wang, Chen Tian, Fan Zhang, Cheng-Zhong Xu
Mining freight truck's trip patterns from GPS data. ITSC (2014)
Jun Zhang, Xin Yu, Chen Tian, Fan Zhang, Lai Tu, Cheng-Zhong Xu
Analyzing passenger density for public bus: Inference of crowdedness and evaluation of scheduling choices. ITSC (2014)
Desheng Zhang, Ye Li, Fan Zhang, Mingming Lu, Yunhuai Liu, Tian He
coRide: carpool service with a win-win fare model for large-scale taxicab networks. SenSys (2013)
Wen Xiong, Zhibin Yu, Zhendong Bei, Juanjuan Zhao, Fan Zhang, Yubin Zou, Xue Bai, Ye Li, Cheng-Zhong Xu
A characterization of big data benchmarks. IEEE BigData (2013)
Fan Zhang, Li He, Wenbo He, Xue Liu
Data perturbation with state-dependent noise for participatory sensing. INFOCOM (2012)
Liangyin Chen, Yu Gu, Shuo Guo, Tian He, Yuanchao Shu, Fan Zhang, Jiming Chen
Group-based discovery in low-duty-cycle mobile sensor networks. SECON (2012)
Liangyin Chen, Shuo Guo, Yuanchao Shu, Fan Zhang, Yu Gu, Jiming Chen, Tian He
Selective reference mechanism for neighbor discovery in low-duty-cycle wireless sensor networks. SenSys (2011)
Fan Zhang, Wenbo He, Xue Liu
Defending Against Traffic Analysis in Wireless Networks through Traffic Reshaping. ICDCS (2011)
Fan Zhang, Wenbo He, Xue Liu, Patrick G. Bridges
Inferring users' online activities through traffic analysis. WISEC (2011)
Zhengguang Xu, Benxiong Huang, Fan Zhang
Improvement of empirical mode decomposition under low sampling rate. Signal Process. 89 (11) (2009)
Yi Wang, Benxiong Huang, Furong Wang, Fan Zhang
Reduce Time Synchronization Cost for High Latency and Resource-Constrained Sensor Networks. ICN (2008)
Kui Xu, Fan Zhang, Chunming Rong, Bin Dai, Benxiong Huang
Block Size Estimation for Time-Sensitive Applications under Wireless Network Coding. FGCN (1) (2008)
Fan Zhang, Benxiong Huang, Zhengguang Xu, Lai Tu
Delay Analysis of Single-hop Communication in Wireless Sensor Networks with Mobile Sink. IMSCCS (2007)
Fan Zhang, Wenyu Liu, Chunxiao Liu
High Capacity Watermarking in Nonedge Texture Under Statistical Distortion Constraint. ACCV (1) (2007)
Wenyu Liu, Fan Zhang, Chunxiao Liu
Spread-Spectrum Watermark by Synthesizing Texture. PCM (2007)
Fan Zhang, Lai Tu, Jian Zhang, Benxiong Huang
A New Modeling and Delay Analysis of IEEE 802.11 Distributed Coordination Function. UIC (2007)
Fan Zhang, Benxiong Huang
HLA-Based Network Simulation for Interactive Communication System. Asia International Conference on Modelling and Simulation (2007)
Fan Zhang, Benxiong Huang, Lai Tu, Jian Zhang
Adaptive MAC Scheme Ready for Delay Assurances in Wireless Networks. PDCAT (2006)
Jian Zhang, Benxiong Huang, Lai Tu, Fan Zhang
A Cluster-Based Energy-Efficient Scheme for Sensor Networks. PDCAT (2005)