Info
Home
Biography
Contact
Research
Publications
Projects
Group
Teaching

Publications

Recent Papers

The authors with * are the corresponding authors.

    1.Kun Wang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Qi Fang, Yang Wang*, A2DJP: A Two Graph-based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction., IEEE Transactions on Knowledge and Data Engineering, (TKDE), 2022.

    2.Pengkun Wang, Chaochao Zhu, Xu Wang, Zhengyang Zhou, Guang Wang, Yang Wang*, Inferring Intersection Traffic Patterns with Sparse Video Surveillance Information: An ST-GAN method., IEEE Transactions on Vehicular Technology, (TVT), 2022.

    3.Wenjie Du, Lianliang Chen, Haoran Wang, Ziyang Shan, Zhengyang Zhou, Wenwei Li, Yang Wang*, Deciphering Urban Traffic Impacts on Air Quality by Deep Learning and Emission Inventor, Journal of Environmental Sciences, (JESC), 2022.

    4.Yudong Zhang, Binwu Wang, Ziyang Shan, Zhengyang Zhou, Yang Wang*, CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction, ACM International Conference on Web Search and Data Mining, (WSDM), 2022.

    5.Pengkun Wang, Chuancai Ge, Zhengyang Zhou, Xu Wang, Yuantao Li, Yang Wang*, Joint Gated Co-attention Based Multi-modal Networks for Subregion House Price Prediction, IEEE Transactions on Knowledge and Data Engineering, (TKDE), 2021.

    6.Zhengyang Zhou, Yang Wang*, Xike Xie, Lei Qiao, Yuantao Li, STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility, 30th The Web Conference, (WWW), 2021.

    7.Zhengyang Zhou, Yang Wang*, Xike Xie, Lianliang Chen, Chaochao Zhu, Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective, IEEE Transactions on Knowledge and Data Engineering, (TKDE), 2021.

    8.kangjia Shao, Yang Wang*, Zhengyang Zhou, Xike Xie, Guang Wang, TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories?, IEEE 37th International Conference on Data Engineering, (ICDE), 2021.

    9.Ting Wang, Xike Xie*, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao, On Efficient and Scalable Time-Continous Spatial Crowdsourcing, IEEE 37th International Conference on Data Engineering, (ICDE), 2021.

    10.Yang Wang*, Zhengyang Zhou, Kai Liu, Xike Xie, Wenhua Li, Large-Scale Intelligent Taxicab Scheduling: A Distributed and Future-Aware Approach, IEEE Transactions on Vehicular Technology, (TVT), 2020.

    11.Guang Wang, Fan Zhang, Huijun Sun, Yang Wang* Desheng Zhang*, Understangding the Long-Term Evolution of Electirc Taxi Networks: A Longitudinal Measurement Study on Mobility and Charging Patterns, ACM Transactions on Intelligent System and Technology, (TIST), 2020.

    12.Wen Zhang, Yang Wang*, Xike Xie, Chuancai Ge, Hengchang Liu, Real-time Travel Time Estimation with Sparse Reliable Surveillance Information, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (Ubicomp), 2020.

    13.Xiaoyang Xie, Zhihan Fang, Yang Wang, Fan Zhang, Desheng Zhang, RISC: Resource-Constrained Urban Sensing Task Scheduling Based on Commercial Fleets, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (Ubicomp), 2020.

    14.Zhengyang Zhou, Yang Wang*, Xike Xie, Lianliang Chen, Hengchang Liu, RiskOracle: A Minute-level CityWide Traffic Accident Forecasting Framework, the Thirty-Fourth AAAI Conference on Artificial Intelligence, (AAAI), 2020.

    15.Chuancai Ge, Yang Wang*, Xike Xie, Hengchang Liu, Zhengyang Zhou, An Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective, IEEE International Conference on Data Mining, (ICDM), 2019.

    16.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 , Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, (Ubicomp), 2019. .

    17.Yang Yu, Xiaoyang Xie, Zhihan Fang, Zhang Fan, Yang Wang*, Desheng Zhang*, VeMo: Enabling Transparent Vehicular Mobility Modeling at Individual Levels with Full Penetration, The 25th Annual International Conference on Mobile Computing and Networking, (Mobicom), 2019.

    18.Guang Wang, Xiuyuan Chen, Fan Zhang, Yang Wang*, Desheng Zhang*, Experience: Understanding long-term evolving patterns of shared electric vehicle networks, The 25th Annual International Conference on Mobile Computing and Networking, (Mobicom), 2019.

    19. Yang Wang*, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu, Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information, International Joint Conference on Artificial Intelligence, (IJCAI), 2018.

    20. Linli Xu, Wenjun Ouyang, Xiaoying Ren, Yang Wang, Liang Jiang Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu, Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies, International Joint Conference on Artificial Intelligence, (IJCAI), 2018.

    21. Yang Wang*, Zhiwei Lv, Wuji Chen, Hengchang Liu, Wi-Eye: Tracking Urban Private Vehicles with Inter-vehicle Communications and Sparse Video Surveillance Cameras, IEEE International Conference on Sensing, Communication and Networking (SECON), 2018.

    22. Yang Wang*, Wenjian Ding, Liusheng Huang, Wei Zheng, Hengchang Liu, John Stankovic, Towards Urban Electric Taxi Systems in Smart Cities: The Battery Swapping Challenge, IEEE Transactions on Vehicular Technology (TVT), 2017.

    23. Wenjian Ding, Yang Wang*, Yan Guo, Wuji Chen, Liusheng Huang, Hengchang Liu, SmartMonitoring: Reckoning Traffic Statuses of Road System in Real-Time Based on Scarce Road Surveillance Cameras, IEEE 86th Vehicular Technology Conference (VTC-Fall), 2017.

    24. Yang Wang*, Wuji Chen, Wei Zheng, He Huang, Wen Zhang, Hengchang Liu, Tracking Hit-and-Run Vehicle with Sparse Video Surveillance Cameras and Mobile Taxicabs, IEEE International Conference on Data Mining (ICDM), 2017.

    25. Yang Wang*, Wuji Chen, Wei Zheng He Huang, Wen Zhang, Hengchang Liu, Toward Vehicle Sensing: An Integrated Application with Sparse Video Vameras and Intelligent Taxicabs, IEEE International Conference on Distributed Computing Systems (ICDCS), 2017.

    26. Yang Wang*, Erkun Yang, Wei Zheng, Liusheng Huang, Hengchang Liu, Binxin Liang, A Realistic and Optimized V2V Communication System for Taxicabs, IEEE International Conference on Distributed Computing Systems (ICDCS), 2016.

    27. Yang Wang*, Hengchang Liu, Liusheng Huang, John Stankovic, Efficient and Proactive V2V Information Diffusion using Named Data Networking, IEEE/ACM International Symposium on Quality of Service (IWQoS), 2016.

    28. Yang Wang*, Binxin Liang, Wei Zheng, Liusheng Huang, Hengchang Liu, The Development of a Smart Taxicab Scheduling System: A Multi-source Data Fusion Perspective, IEEE International Conference on Data Mining (ICDM), 2016.

    29. Xiaorong Lu, Yang Wang, Liusheng Huang, Wei Yang, Yao Shen1, Temporal-Spatial Aggregated Urban Air Quality Inference with Heterogeneous Big Data, International Conference on Wireless Algorithms, Systems, and Applications (WASA), 2016.

    30. Yang Wang*, Liusheng Huang, Hao Wei, Wei Zheng, Tianbo Gu, Hengchang Liu, Planning Battery Swapping Stations for Urban Electrical Taxis, IEEE International Conference on Distributed Computing Systems (ICDCS), 2015.

    31. Yang Wang*, Liusheng Huang, Tianbo Gu, Hao Wei, Kai Xing, Junshan Zhang, Data-driven traffic flow analysis for vehicular communications, IEEE International Conference on Computer Communications (INFOCOM), 2014.

    32. Kai Xing, Zhiguo Wan, Pengfei Hu, Haojin Zhu, Yuepeng Wang, Xi Chen, Yang Wang, Liusheng Huang, Mutual Privacy-Preserving Regression Modeling in Participatory Sensing, IEEE International Conference on Computer Communications (INFOCOM), 2013.

    33.Kai Xing, Tianbo Gu, Zhengang Zhao, Lei Shi, Yunhao Liu, Pengfei Hu, Yuepeng Wang, Yi Liang, Shuo Zhang, Yang Wang, Liusheng Huang,Approaching Reliable Realtime Communications: A Novel System Design and Implementation for Roadway Safety Oriented Vehicular Communications, IEEE International Conference on Computer Communications (INFOCOM), 2013.

    34. Kai Xing, Tianbo Gu, Zhengang Zhao, Yang Wang, Bowu Zhang, Yi Liang, Hao Wei, Liusheng Huang, A Novel System Design and Implementation for Realtime Sensing and Warning of Roadway Hazards Round-the-Clock, Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems (ACM Sensys), 2012.

    35. Dapeng Wang, Pei Li, Pengfei Hu, Kai Xing, Yang Wang, Liusheng Huang, Yanxia Rong, On the Performance of TDD and LDD Based Clone Attack Detection in Mobile Ad Hoc Networks, International Conference on Wireless Algorithms, Systems, and Applications (WASA), 2012.

    36. Pengfei Hu, Kai Xing, Liusheng Huang, Yang Wang, Dapeng Wang, Pei Li, Multi-axis Projection based Giant Component Formation in Random Unit-Disk Graphs, Tsinghua Science & Technology, 2011.

    37. Pengfei Hu, Kai Xing, Liusheng Huang, Yang Wang, Dapeng Wang, Pei Li, A Maximal Independent Set based Giant Component Formation in Random Unit-Disk Graphs, International Conference on Wireless Algorithms, Systems, and Applications (WASA), 2011.

    38. Yang Wang*, Liusheng Huang, Wei Yang, A Novel Real-time Coal Miner Localization and Tracking System Based on Self-organized Sensor Networks, EURASIP Journal on Wireless Communications and Networking, 2010.

    39. Yang Wang*, Liusheng Huang, Hongli Xu, Kai Xing, Wei Yang, Gang Liu, A WiFi-based Low-cost Mobile Video Surveillance System for Dynamic Police Force Deployment and Real-time Guard for Public Security, Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems (ACM Sensys), 2010.

    40. Mingjun Xiao, Liusheng Huang, Hongli Xu, Yang Wang, Zegen Pei, Privacy Preserving Hop-distance Computation in Wireless Sensor Networks, Chinese Journal of Electronics, 2010.

    41. Wei Yang, Liusheng Huang, Yang Wang, Yonglong Luo, Quantum Two-prover Bit Commitment, Chinese Journal of Electronics, 2010.