Chun-Kai Fan

MS student, School of Computer Science, Peking University

Joined

November 2023

Names

Chun-Kai Fan (Preferred)

Emails

****@stu.pku.edu.cn (Confirmed)

Personal Links

Google Scholar

Career & Education History

MS student

School of Computer Science, Peking University (pku.edu.cn)

2023 – 2026

Undergrad student

School of Computer Science, Wuhan University (whu.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

Advisor

Shanghang Zhang

2023 – Present

Coauthor

Wenzhao Zheng

2023 – Present

Expertise

MLLM

2024 – Present

World Model

2024 – Present

Computer Vision

2023 – Present

Publications

Robobench: A Comprehensive Evaluation Benchmark For Multimodal Large Language Models as Embodied Brain
Yulin Luo, Chun-Kai Fan, Menghang Dong, Jiayu Shi, Mengdi Zhao, Bo-Wen Zhang, Jiaming Liu, Gaole Dai, Rongyu Zhang, Ruichuan An, Kun Wu, Zhengping Che, Pengwei Wang, Guang Liu, Zhongyuan Wang, Tiejun Huang, Cheng Chi, Shanghang Zhang
- Submitted to ICLR 2026
- Readers: Everyone
WoW: Scaling Embodied Omni-World Model For Generalizable Manipulation Simulation
Xiaowei Chi, Peidong Jia, Chun-Kai Fan, Xiaozhu Ju, Weishi Mi, Kevin Zhang, Zhiyuan Qin, Wanxin Tian, Kuangzhi Ge, Yueru Jia, Hao Li, Zezhong Qian, Qiang Zhou, Anthony Chen, Yong Dai, Jiaming Liu, Ying Li, Qingpo Wuwu, Yong Bao, Qiuxuan Feng et al. (13 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents
Wanxin Tian, Shijie Zhang, Kevin Zhang, Xiaowei Chi, Chun-Kai Fan, Junyu Lu, Yulin Luo, Qiang Zhou, Yiming Zhao, Ning Liu, Siyu Lin, Zhiyuan Qin, Xiaozhu Ju, Shanghang Zhang, Jian Tang
- NeurIPS 2025 poster
- Readers: Everyone
SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
Yuan Zhang, Chun-Kai Fan, Junpeng Ma, Wenzhao Zheng, Tao Huang, Kuan Cheng, Denis A Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang
- ICML 2025 poster
- Readers: Everyone
Empowering World Models with Reflection for Embodied Video Prediction
Xiaowei Chi, Chun-Kai Fan, Hengyuan Zhang, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wei Xue, Qifeng Liu, Shanghang Zhang, Yike Guo
- ICML 2025 poster
- Readers: Everyone
SAN: Hypothesizing Long-Term Synaptic Development and Neural Engram Mechanism in Scalable Model's Parameter-Efficient Fine-Tuning
Gaole Dai, Chun-Kai Fan, Yiming Tang, Zhi Zhang, Yuan Zhang, Yulu Gan, Qizhe Zhang, Cheng-Ching Tseng, Shanghang Zhang, Tiejun Huang
- ICML 2025 poster
- Readers: Everyone
EVA: An Embodied World Model for Future Video Anticipation
Xiaowei Chi, Hengyuan Zhang, Chun-Kai Fan, Xingqun Qi, Rongyu Zhang, Anthony Chen, Chi-Min Chan, Wenhan Luo, Wei Xue, Shanghang Zhang, Yike Guo
- Submitted to ICLR 2025
- Readers: Everyone
Discovering Long-Term Effects on Parameter Efficient Fine-tuning
Gaole Dai, Chun-Kai Fan, Yiming Tang, Qizhe Zhang, Yulu Gan, Zhi Zhang, Cheng-Ching Tseng, Shanghang Zhang, Tiejun Huang
- Submitted to ICLR 2025
- Readers: Everyone
SparseVLM: Visual Token Sparsification for Efficient Vision Language Models Inference
Yuan Zhang, Chun-Kai Fan, Junpeng Ma, Wenzhao Zheng, Tao Huang, Kuan Cheng, Denis A Gudovskiy, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Unveiling the Tapestry of Consistency in Large Vision-Language Models
Yuan Zhang, Fei Xiao, Tao Huang, Chun-Kai Fan, Hongyuan Dong, Jiawen Li, Jiacong Wang, Kuan Cheng, Shanghang Zhang, Haoyuan Guo
- NeurIPS 2024 poster
- Readers: Everyone

Co-Authors

View all 74 co-authors