01
数据驱动研究
深度时空学习网络、图神经网络、时间序列数据分析与挖掘
KDD · TKDE · ICDE · WWW · ICDM
研究方向
02
场景驱动研究
交通场景：轨迹恢复、OD 预测、交通流量预测、拥堵预测
IJCAI · AAAI · SIGIR · KDD
03
未来驱动研究
动态图表示学习、大规模时空模型、大规模行为模型
KDD · NeurIPS · TKDE
代表性论文
代表性论文
Large-scale Human Mobility Data Regeneration for Open Urban Research
Ruixing Zhang, Yunqi Liu, Liangzhe Han, Leilei Sun, Charles Liu, Jibin Wang, Weifeng Lv
KAIS
MobLLM: Bridging Human Mobility Patterns and Large Language Models for Enhanced Urban Geospatial Intelligence in Transportation Systems
Yi Xu, Ziqi Miao, Tongyu Zhu, Liangzhe Han, Jibin Wang, and Leilei Sun
IEEE TITS
Position-Aware Neighbor Aggregation for Dynamic Link Prediction
Yumeng Zhou, Mingzhe Liu, Leilei Sun, Yifei Huang, Liangzhe Han, Charles Liu, Tongyu Zhu
KDD
ShapeletMIL: A Multi-Instance Learning Framework for Interpretable Multivariate Time Series Classification
Hu Xu、Yi Xu、Yitao Jia、Yuhui Jin、Donglan Liu、Tongyu Zhu
IEEE TITS
最新动态