I am a Postdoctoral Research Fellow at the Department of Electronic Engineering, Tsinghua University. Before that, I received my Ph.D. in Computer Science from Chongqing University in 2024.
My research interests include Spatiotemporal Data Mining and Large Language Model Agents. I have published over 10 papers in top-tier conferences and journals with total google scholar citations 100+
Office Address:
FIB LAB (Room 10-202), ROHM Building,
30 Shuangqing Road, Haidian District,
Beijing 100084, China.
Website:
https://fi.ee.tsinghua.edu.cn/
🔥 News
- 2025.09: 🎉🎉 We release a latest survey about Embodied World Models !
📝 Publications
- Jie Zhao, Jie Feng, Yong Li, AgentTravel: Knowledge-Augmented LLM Agent Framework for Urban Travel Planning, NeurIPS Workshop Mexico City NORA, 2025.
- Yuwei Du, Jie Feng, Jie Zhao, Jian Yuan, Yong Li, TrajAgent: An LLM-based Agent Framework for Automated Trajectory Modeling via Collaboration of Large and Small Models, NeurIPS, 2025.
- Jie Zhao, Chao Chen, Wanyi Zhang, Mingyu Deng, Huayan Pu, Jun Luo, SE-GCL: A Semantic-Enhanced Graph Contrastive Learning Framework for Road Network Embedding, ACM Transactions on Knowledge Discovery from Data (TKDD), 2025.
- Jie Zhao, Chao Chen, Yuanshao Zhu, Mingyu Deng, Yuxuan Liang, UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks, AAAI, 2025.
- Jie Feng, Yuwei Du, Jie Zhao, Yong Li, AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction, NAACL, 2025.
- Mingyu Deng, Chao Chen, Wanyi Zhang, Jie Zhao, Wei Yang, Suiming Guo, Huayan Pu, Jun Luo, HyperRegion: Integrating Graph and Hypergraph Contrastive Learning for Region Embeddings, IEEE Transactions on Mobile Computing (TMC), 2024.
- Mingyu Deng, Wanyi Zhang, Jie Zhao, Zhu Wang, Mingliang Zhou, Jun Luo, Chao Chen, A Novel Framework for Joint Learning of City Region Partition and Representation, ACM Transactions on Multimedia Computing, Communications and Applications (TOMM), 2024.
- Jie Zhao, Chao Chen, Wanyi Zhang, Ruiyuan Li, Fuqiang Gu, Songtao Guo, Jun Luo, Yu Zheng, Coupling Makes Better: An Intertwined Neural Network for Taxi and Ridesourcing Demand Co-Prediction, IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2024.
- Jie Zhao, Chao Chen, Chengwu Liao, Hongyu Huang, Jie Ma, Huayan Pu, Jun Luo, Tao Zhu, Shilong Wang, 2F-TP: Learning Flexible Spatiotemporal Dependency for Flexible Traffic Prediction, IEEE Transactions on Intelligent Transportation Systems (T-ITS), 2023.
- Jie Zhao, Chao Chen, Linli Jiang, Chengwu Liao, Kaiqiang An, Yuanjie Li, Guoping Liu, Xiang Wen, Runbo Hu, Hua Chai, L2RR: Towards a More Diversified Navigation Service with Learning to Rank Routes Framework, IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), 2023.
- Jie Zhao, Chao Chen, Hongyu Huang, Chaocan Xiang, Unifying Uber and Taxi Data via Deep Models for Taxi Passenger Demand Prediction, Personal and Ubiquitous Computing (PUC), 2023.
- Yi Xie, Yun Xiong, Jiawei Zhang, Chao Chen, Yao Zhang, Jie Zhao, Yizhu Jiao, Jinjing Zhao, Yangyong Zhu, Temporal Super-Resolution Traffic Flow Forecasting via Continuous-Time Network Dynamics, Knowledge and Information Systems (KAIS), 2023.
- Xuefeng Xie, Jie Zhao, Chao Chen, Lin Wang, AF-TCP: Traffic Congestion Prediction at Arbitrary Road Segment and Flexible Future Time, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2021.
🎖 Honors and Awards
- 2023 National Scholarship for Doctoral Students, Ministry of Education.
- 2023 Outstanding Graduate Award, Chongqing University.
📖 Experience
Work
- 2024.11 - 2026.11, Postdoctoral Research Fellow, Department of Electronic Engineering, Tsinghua University, Beijing, China. In cooperation with Prof. Yong LI.
- 2024.06 - 2024.09, Research Assistant, The Hong Kong University of Science and Technology, Guangzhou, China. In cooperation with Prof. Yuxuan LIANG.
Education
- 2018.09 - 2024.06, Ph.D. in Computer Science, College of Computer Science, Chongqing University, Chongqing, China. Supervised by Prof. Chao CHEN.