Paper Publications

[1] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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] 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.

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