Jie Feng 冯杰

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.

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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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KDD 2025 D&B

CityBench: Evaluating LLMs for Urban Tasks

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

(M)LLMSpatial IntelligenceUrban Analytics
Code PDF
KDD 2025 Research

CityGPT: Empowering Urban Spatial Cognition

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

Urban spatial cognition framework for large language models.

(M)LLMSpatial IntelligenceUrban Analytics
Code PDF Project
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.

(M)LLMSpatial IntelligenceUrban Analytics
Code PDF Project

News

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2026-05

Two papers accepted by KDD 2026

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

2026-05

DynaOD accepted by IJCAI 2026

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

Awards & Honors

Silver Reviewer

ICML 2026 · 2026

Excellent Reviewer

KDD 2025 · 2025

Spatial Data Intelligence Rising Star

Spatial Data Intelligence Community · 2025

Shuimu Scholar

Tsinghua University · 2024

Stanford/Elsevier Top 2% Scientists

Stanford/Elsevier · 2024