Hi there! I am a tenure-track assistant professor at the Department of Computer Science, University of North Carolina at Chapel Hill (UNC). I was a postdoc at BAIR@UC Berkeley and was a visiting PhD at CSAIL@MIT. I received my doctorate from the University of Hong Kong and finished my undergraduate degrees at Renmin University of China.
I’m leading the Intelligent Dexterous Embodied AI Lab at UNC (IDEAL@UNC). My research interests lie at the intersection of robotics, embodied AI, and computer vision. I am actively seeking self-motivated students for PhD and intern positions. If you’re interested, please fill out this form and email me with your CV, thanks! Meanwhile, we highly recommend you to submit your applications through the UNC Graduate Admissions portal by December 15 and list me as faculty interest.
News
- [06/2025] 4 papers accepted at IROS 2025; 2 papers accepted by TPAMI.
- [05/2025] Our paper won the ICRA 2025 Best Paper Award in Automation.
- [04/2025] Honored to receive the Amazon Research Award.
- [04/2025] Invited to give guest lectures at Duke and TAMU.
- [04/2025] Our paper Physics-Aware Robotic Palletization with Online Masking Inference was nominated as a Finalist for both Best Paper Award in Automation and Best Conference Paper Award at ICRA 2025.
- [03/2025] Serving as Area Chairs for ICCV, NeurIPS, CVPR, etc.
- [03/2025] 3 papers accepted at CVPR 2025 with 1 Highlight.
- [01/2025] 3 papers accepted at ICRA 2025; 2 papers accepted at ICLR 2025 with 1 Oral.
Research Highlights
My long-term research goal is to build intelligent robots capable of interacting with the physical world as naturally and dexterously as humans.
- Robot Learning: Dexterous/Loco-Manipulation, Sim2Real, RL, Physical Simulation
- Foundational Models: Embodied Agent, 3D vision, Multimodal LLMs, Video/World Models
ICRA25: Manipulation via Scene Flow
IROS25: PhyGrasp
ICRA24: RT-X
NeurIPS23: EmbodiedGPT
CoRL24: Sparse Diffusion Policy
CVPR23: EC for Embodied Control
Preprint: Long-Horizon Tasks with LLM
Preprint: REMAC
CoRL22: Embodied Concept Learner
NeurIPS23 Dataset: Physion++
NeurIPS22: ComPhy Benchmark
Selected Awards
- 2025 Amazon Research Award
- 2025 ICRA Best Paper Award in Automation (10/4,250)
- 2024 ICRA Best Paper Award (2/3,937)
- 2023 ME Rising Stars, UC Berkeley (30 worldwide/year)
- 2022 WAIC Rising Stars (15 worldwide/year)
- 2021 Baidu Fellowship (10 worldwide/year)
- 2020 Microsoft Fellowship Nomination Award (15 in Asia/year)
- 2018 Best Student Paper Runner-up Award in 25th ICONIP (2/575)
Teachings
-
Spring 2026COMP 790-192 Embodied and Agentic AI, UNC
-
-
Spring 2025 Guest Lecture: ME555 Robotic Manipulation, Duke
-
Spring 2025 Guest Lecture: CSCE753 Computer Vision and Robot Perception, TAMU
Activities
- Area Chair for CVPR, NeurIPS, RSS, ICCV, ICLR, WACV, VALSE
- Session Chair for ICRA 25; Associate Editor for IROS
- Editorial Board/Guest Editor for Robotics, Mechatronics and Intelligent Machines; Robotics - Embodied Intelligence; Pattern Recognition - Spatial Embodied Intelligence
- Conference Reviewer for ICML, ICLR, NeurIPS, CVPR, RSS, CoRL, ICRA, IROS, ICCV, ECCV, AAAI, ACMMM, ACC, etc
- Journal Reviewer for TPAMI, TMLR, IJCV, RA-L, TIP, TCSVT, TMM, TITS, ACM CSUR, etc