Skip to content
View vonfeng's full-sized avatar
🎯
Focusing
🎯
Focusing

Highlights

  • Pro

Organizations

@FIBLAB @tsinghua-fib-lab

Block or report vonfeng

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
vonfeng/README.md

Hi there 👋

I am Jie Feng, currently a postdoctoral researcher in the Department of Electronic Engineering at Tsinghua University, working in FIB Lab.

    badge

  • 🔭 I’m currently focused on LLMs, VLMs, and their applications in spatiotemporal data mining and urban science.
  • 🌱 You can find my full publication via Google Scholar. Some of my proudest recent works:
    • CityGPT: empowering urban spatial cognition of LLMs through synthetic data from city simulator.
    • CityBench: the first systematic benchmark for evaluating the capabilities of LLMs and VLMs in diverse urban tasks.
    • AgentMove: the first LLM-based agentic framwork for zero-shot mobility prediction without training.
    • TrajAgent: an LLM-based agent framework for unified trajectory modelling across diverse data and tasks.
  • 👯 I’m looking for collaboration opportunities
    • Topics: Spatiotemporal data mining, large language models, embodied agent, etc.
    • Location: Remote or on-site at Tsinghua University
  • 💬 Feel free to drop me an email for:
    • Any form of collaboration
    • Any issue about my works or code
    • Interesting ideas to discuss or just chatting

Pinned Loading

  1. DeepMove DeepMove Public

    Codes for WWW'18 Paper-DeepMove: Predicting Human Mobility with Attentional Recurrent Network

    Python 144 56

  2. FIBLAB/DeepSTN FIBLAB/DeepSTN Public

    Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

    Python 66 23

  3. FIBLAB/MoveSim FIBLAB/MoveSim Public

    Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility

    Python 45 7

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

    CityBench: Evaluating the Capabilities of Large Language Model as World Model

    Python 13 2

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

    AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework

    8

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

    CityGPT: Empowering Urban Spatial Cognition of Large Language Models

    4