Jie Feng 冯杰

Jie Feng 冯杰

Jie Feng

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 analytics toward general-purpose spatial and embodied intelligence: world models that represent open environments, agents that reason and act in multimodal contexts, and systems that connect human behavior, social simulation, and real-world decision making.

I received my B.S. and Ph.D. degrees from the Department of Electronic Engineering, Tsinghua University under the supervision of Prof. Yong Li, and previously worked as a postdoctoral fellow at Tsinghua University and a researcher at Meituan. I have published 40+ papers at venues including KDD, ICLR, ICCV, and ACL, with 6000+ citations and recognition from UbiComp, INFORMS, Stanford/Elsevier Top 2% Scientists, Tsinghua Shuimu Scholar, and ACM SIGSPATIAL China.

GitHub
Google Scholar
ZGCA Profile

Spatial Intelligence

Building general spatial intelligence through world models, multimodal spatial reasoning, embodied AI, physical AI, and real-world applications.

Agentic Intelligence

Developing agentic intelligence for embodied agents, multi-agent collaboration, reinforced reasoning, social simulation, and decision support.

Urban Science

Advancing urban science through human-behavior modeling, urban analytics, social governance, and spatio-temporal data mining.

Open Positions

Students, postdocs, and interns are welcome to get in touch.

fengjie@bza.edu.cn

PhD Openings

2026 enrolled students · 2027 applicants

Postdoc Openings

Postdoctoral researchers

Research Internships

Year-round · remote or onsite

Selected Publications

View all publications
ACM MM 2026 CCF A / Core A*

UrbanWorld2.0: A Multimodal Agentic Framework for Reality-Aligned 3D World Generation at City-Scale

Shengyuan Wang, Zhiheng Zheng, Yu Shang, et al.

Spatial IntelligenceAgentic Intelligence
Code PDF UrbanWorld 1.0
ICLR 2026 CCF B / Core A*

CityLens: Benchmarking Large Vision-Language Models for Urban Socioeconomic Sensing

Tianhui Liu, Hetian Pang, Xin Zhang, et al.

Spatial IntelligenceUrban Science
Code PDF Project Blog
NeurIPS 2025 CCF A / Core A*

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

Yuwei Du, Jie Feng, Jie Zhao, Yong Li

Agentic IntelligenceUrban Science
Code PDF Project
ICCV 2025 CCF A / Core A*

UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

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

Spatial IntelligenceUrban Science
Code PDF Project
KDD 2025 Research CCF A / Core A*

CityGPT: Empowering Urban Spatial Cognition of Large Language Models

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

Spatial IntelligenceUrban Science
Code PDF Project

News

2026-06

RoadBench accepted by ECCV 2026 Congratulations to Jun Zhang and Xin Zhang. PDF Code

2026-05

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

2026-04

AI Agent Behavioral Science published in Humanities and Social Sciences Communications Open arXiv access is available for readers without journal access. PDF Paper

2025-09

Embodied world models survey released with paper list A regularly updated paper list is maintained online. Paper Paper list

2025-08

Geospatial hallucination paper accepted by EMNLP Findings Congratulations to Shengyuan Wang. PDF Code