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vonfeng/README.md

Hi there 👋, I am Jie Feng, currently a postdoctoral fellow in Tsinghua University, working in FIB Lab.

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Research Road Map

  • 🌱 You can find my full publication via Google Scholar. Some of my proudest works:
    • UrbanLLaVA[ICCV2025]: a multimodal LLM for urban intelligence with spatial reasoning and understanding.
    • CityGPT[KDD2025]: empowering urban spatial cognition of LLMs through data synthesis and self-weighted tuning.
    • CityBench[KDD2025]: simulation-based evaluation benchmark for evaluating LLMs and VLMs in diverse urban tasks.
    • TrajAgent[NeurIPS2025]: An Agent for Automated Trajectory Modeling via Collaboration of Large and Small Models.
    • AgentMove[NAACL2025]: LLM-based agentic framework for zero-shot human mobility prediction around the world.
    • DeepMove[WWW2018]: a well-known attention-based model for human mobility modeling, cited over 800 times.
  • 💬 I’m looking for collaboration opportunities
    • Topics: spatial intelligence, spatiotemporal data mining, large language models, embodied agent, etc.
    • Location: Remote or on-site at Tsinghua University

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  1. tsinghua-fib-lab/CityGPT tsinghua-fib-lab/CityGPT Public

    [KDD 2025 Research] CityGPT: Empowering Urban Spatial Cognition of Large Language Models.

    Python 41 1

  2. tsinghua-fib-lab/UrbanLLaVA tsinghua-fib-lab/UrbanLLaVA Public

    [ICCV 2025] UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoing and Understanding.

    Python 50 6

  3. tsinghua-fib-lab/TrajAgent tsinghua-fib-lab/TrajAgent Public

    [NeurIPS 2025] TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration

    Python 9

  4. tsinghua-fib-lab/AgentMove tsinghua-fib-lab/AgentMove Public

    [NAACL 2025 Main] AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction.

    Python 34 7

  5. tsinghua-fib-lab/CityBench tsinghua-fib-lab/CityBench Public

    [KDD 2025 D&B] CityBench: Evaluating the Capabilities of Large Language Models for Urban Tasks.

    Python 42 6

  6. DeepMove DeepMove Public

    [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network

    Python 156 54