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个人简介
Research Interests
Urban computing & smart city
Graph neural network & complex network
Spatiotemporal data mining
Bayesian probabilistic factorization models
Reinforcement learning based traffic control
My research interests lie in spatial-temporal data mining and urban computing. Three particular questions are (1) how to adapt advanced graph network methods on transportation system, especially to infer/forecast the states/values of unseen nodes in the network (2) how to utilize interpretability of probabilistic factorization models on mobility modeling (3) how physical traffic flow models can be integrated with (differentiable) deep learning.
研究兴趣
论文共 20 篇作者统计合作学者相似作者
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Yihong Tang, Zhaokai Wang,Ao Qu, Yihao Yan, Kebing Hou,Dingyi Zhuang,Xiaotong Guo,Jinhua Zhao,Zhan Zhao,Wei Ma
CoRR (2024)
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CoRR (2024)
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arxiv(2024)
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IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMSno. 99 (2024): 1-12
CoRR (2023): 1454-1459
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