About Me

I'm a fourth-year Ph.D. student in the Department of Statistics at University of California, Los Angeles (UCLA). I work at the Center for Vision, Cognition, Learning and Autonomy (VCLA) under the supervision of Prof. Song-Chun Zhu. I received a B.S. in Statistics at Zhejiang University.

Publication

dark matter Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Human-like Commonsense
Yixin Zhu, Tao Gao, Lifeng Fan, Siyuan Huang, Mark Edmonds, Hangxin Liu, Feng Gao, Chi Zhang, Siyuan Qi, Yingnian Wu, Joshua B. Tenenbaum, Song-Chun Zhu
Engineering, Special Issue on Artificial Intelligence, 2020.
Paper / Bibtex
Sally-Anne Understanding False-Belief by Joint Inference of Object States, Robot Knowledge, and Human (False-)Beliefs
Tao Yuan, Hangxin Liu, Lifeng Fan, Zilong Zheng, Tao Gao, Yixin Zhu, Song-Chun Zhu
The IEEE International Conference on Robotics and Automation (ICRA), 2020.
Paper / Demo / Bibtex
ICCV19 Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning
Lifeng Fan*, Wenguan Wang*, Siyuan Huang, Xinyu Tang, Song-Chun Zhu
* Equal contributions
The IEEE International Conference on Computer Vision (ICCV), 2019.
Paper / Project / Bibtex
CVPR18 Inferring Shared Attention in Social Scene Videos
Lifeng Fan*, Yixin Chen*, Ping Wei, Wenguan Wang, Song-Chun Zhu
* Equal contributions
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
Paper / Project / Bibtex
Topics Perception of Human Interaction Based on Motion Trajectories: from Aerial Videos to Decontextualized Animations
Tianmin Shu*, Yujia Peng*, Lifeng Fan, Hongjing Lu, Song-Chun Zhu
* Equal contributions
Topics in Cognitive Science, 10(1): 225 - 241, 2018.
Paper / Bibtex
Topics Inferring Human Interaction from Motion Trajectories in Aerial Videos
Tianmin Shu*, Yujia Peng*, Lifeng Fan, Hongjing Lu, Song-Chun Zhu
* Equal contributions
the 39th Annual Meeting of the Cognitive Science Society (CogSci), 2017.
(Computational Modeling Prize)
Paper / Project / Bibtex