胡吉林, 华东师范大学数据科学与工程学院,教授、博士生导师、紫江优秀青年学者 。2022年入选国家级青年人才计划。曾担任奥尔堡大学 长聘副教授, 长聘教轨助理教授,阿联酋起源人工智能研究院担任研究员,加州伯克利分校访问 学者。研究方向主要是时空数据管理与分析,交通分析及预测,图神经网络,已在CCF推荐A类国际期刊或会议论文多篇,曾获得ICDE 2022最佳论文奖。受邀担任了 ACM SIGSPATIAL 2023-2024 Treasurer Co-Chair, PVLDB 2020 Session Chair,SpatialDI’21 专题主席, SpatialDI’23 海外论坛主席 。现/曾担任IEEE TKDE,VLDB J,IEEE TIP,IEEE TNNLS,Neurocomputing,GeoInformatica等国内外顶级/重要学术期刊评审专家,CVPR’21-22,ICCV’21,AAAI’21-22,ICDE’23,KDD’22-23, IJCAI’23,CIKM’20-23等顶级/重要国际学术会议程序委员会委员。

IEEE Computer Society丹麦分会主席

ACM SIGSPATIAL中国分会执行委员


Selected Papers:

(*:通讯作者)

  • Yan Lin, Huaiyu Wan, Jilin Hu* , Shengnan Guo, Bin Yang, Youfang Lin, Christian S. Jensen, Origin-Destination Travel Time Oracle for Map-based Services, SIGMOD 2024, To appear.

  • Sean Bin Yang, Jilin Hu* , Chenjuan Guo, Bin Yang, Christian S. Jensen, LightPath: Lightweight and Scalable Path Representation Learning, KDD 2023, To appear.

  • Di Qi, Jilin Hu* , Jianbing Shen, Few-Shot Object Detection with Self-Supervising and Cooperative Classifier, TNNLS, To appear.

  • Sean Bin Yang, Chenjuan Guo, Jilin Hu* , Bin Yang, Jian Tang, Christian S. Jensen, Temporal Path Representation Learning with Weakly-supervised Contrastive Curriculum Learning, ICDE 2022: 2873-2885.

  • Huanlong Zhang, Jiapeng Zhang, Guohao Nie, Jilin Hu* , W.J. (Chris) Zhang. Residual memory inference network for regression tracking with weighted gradient harmonized loss, Information Sciences, 2022, 597: 105-124

  • Frederik Mathiesen, Bin Yang, Jilin Hu* , Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems, AAAI 2022: 4575-4582.

  • Tianyi Li, Lu Chen, Christian S. Jensen, Torben Bach Pedersen, Yunjun Gao, Jilin Hu , Evolutionary Clustering of Moving Objects,  ICDE 2022: 2399-241 1 (Best Paper Award).

  • Sean Bin Yang, Chenjuan Guo, Jilin Hu* , Jian Tang, Bin Yang, Path Representation Learning via Sequential Mutual Information Maximization, IJCAI 2021: 3286-3292.

  • Jilin Hu , Chenjuan Guo, Bin Yang, Christian S. Jensen, Hui Xiong, Stochastic Origin-Destination Matrix Forecasting Using Dual-Stage Graph Convolutional, Recurrent Neural Networks, ICDE 2020: 1417-1428.

  • Jilin Hu , Chenjuan Guo, Bin Yang, Christian S. Jensen, Stochastic Weight Completion for Road Networks using Graph Convolutional Networks, ICDE 2019: 1274-1285.

  • Jilin Hu , Bin Yang, Chenjuan Guo, Christian S. Jensen, Risk-aware path selection with time-varying, uncertain travel costs: a time series approach, VLDB J. 27(2): 179-200 (2018).

  • Jilin Hu , Bin Yang, Christian S. Jensen, and Yu Ma, Enabling time-dependent uncertain eco-weights for road networks, GeoInformatica, 21(1): 57{88 (2017).