Spatial Intelligence · Agentic Intelligence · Urban Science

Jie Feng冯杰

Assistant Professor at ZGC Academy

Spatial Intelligence · Agentic Intelligence · Urban Science

40+ Papers Top-tier venues

5,000+ Citations Google Scholar

Tsinghua Education B.S. & Ph.D.

I build spatial foundation models and agentic systems that turn city-scale data into grounded reasoning, simulation, and decision intelligence.

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About Me

I am an Assistant Professor at Zhongguancun Academy. My research lies at the intersection of spatial intelligence, agentic intelligence, and urban science.

My work moves beyond passive urban analytics toward spatial agents that can perceive multimodal environments, reason over geospatial context, simulate human behavior, and support decisions in open, dynamic cities.

I received my B.S. and Ph.D. degrees in electronic engineering from Tsinghua University in 2016 and 2021, respectively, under the supervision of Prof. Yong Li. Before joining ZGC Academy, I was a Postdoctoral Fellow at Tsinghua University and a researcher at Meituan.

Spatial Intelligence

Representation learning, world models, and multimodal reasoning for geospatial data, urban computing, and spatial cognition.

Agentic Intelligence

LLM agents and embodied agents for trajectory modeling, urban simulation, automated reasoning, and decision support.

Urban Science

Urban analytics and spatiotemporal learning for human behavior, traffic, delivery networks, and city dynamics.

Selected Publications

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NeurIPS 2025

TrajAgent: LLM-Agent Framework for Trajectory Modeling

Yuwei Du, Jie Feng, Jie Zhao, Yong Li

LLM-agent framework for trajectory modeling.

AgentHuman Behavior

Code PDF Project

ICCV 2025

UrbanLLaVA: Multimodal LLM for Urban Intelligence

Jie Feng, Shengyuan Wang, Tianhui Liu, Yanxin Xi, Yong Li

Urban multimodal model for spatial reasoning and understanding.

LLM+MLLMSpatial IntelligenceUrban Analytics

Code PDF Project

KDD 2025 D&B

CityBench: Evaluating LLMs for Urban Tasks

Jie Feng, Jun Zhang, Tianhui Liu, et al.

LLM+MLLMSpatial IntelligenceUrban Analytics

KDD 2025 Research

CityGPT: Empowering Urban Spatial Cognition

Jie Feng, Tianhui Liu, Yuwei Du, et al.

Urban spatial cognition framework for large language models.

LLM+MLLMSpatial IntelligenceUrban Analytics

Code PDF Project

News

2026-05

Two papers accepted by KDD 2026

UrbanWell was accepted to the D&B Track and OpenCity was accepted to the AI4S Track.

OpenCity PDF Publications

2026-05

Silver Reviewer for ICML 2026

Recognized as a Silver Reviewer for ICML 2026.

2026-05

DynaOD accepted by IJCAI 2026

DynaOD was accepted by IJCAI 2026. Congratulations to Jie Zhao and Xianqi Dai.

2026-04

AI Agent Behavioral Science published

Our survey on AI agent behavioral science was published in Humanities and Social Sciences Communications.

2026-01

CityLens accepted by ICLR 2026

CityLens was accepted by ICLR 2026. Congratulations to Tianhui Liu.

2025-09

Embodied world models survey released

We released a new survey about embodied world models with a regularly updated paper list.

Paper Paper list