Renrui Zhang

Researcher, ByteDance Inc.

Joined

May 2021

Names

Renrui Zhang (Preferred)

Emails

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

****@pjlab.org.cn (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2025 – Present

PhD student

MMLab of CUHK (pjlab.org.cn)

2021 – 2025

Undergrad student

Peking University (pku.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Hongsheng Li

2021 – 2025

Expertise

3D Point cloud

Present

MAE Pre-training

Present

Segment Anything Model

Present

Multi-modal Large Language Models

Present

Publications

MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
Xinyan Chen, Renrui Zhang, Dongzhi Jiang, Aojun Zhou, Shilin Yan, Weifeng Lin, Hongsheng Li
- NeurIPS 2025 poster
- Readers: Everyone
CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection
Guankun Wang, Han Xiao, Renrui Zhang, Huxin Gao, Long Bai, Xiaoxiao Yang, Zhen Li, Hongsheng Li, Hongliang Ren
- ACM MM 2025
- Readers: Everyone
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation
Yiwen Tang, Ziyu Guo, Kaixin Zhu, Renrui Zhang, Qizhi Chen, Dongzhi Jiang, Junli Liu, Bohan Zeng, Haoming Song, Delin Qu, Tianyi Bai, Dan Xu, Wentao Zhang, Bin Zhao
- CVPR 2026
- Readers: Everyone
Visual Generation Unlocks Human-Like Reasoning through Multimodal World Models
Jialong Wu, Xiaoying Zhang, Hongyi Yuan, XiangCheng Zhang, Tianhao Huang, Changjing He, Chaoyi Deng, Renrui Zhang, Youbin Wu, Mingsheng Long
- ICLR 2026 Workshop World Models
- Readers: Everyone
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
Le Zhuo, Liangbing Zhao, Sayak Paul, Yue Liao, Renrui Zhang, Yi Xin, Peng Gao, Mohamed Elhoseiny, Hongsheng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
Exploring the Potential of Encoder-free Architectures in 3D LMMs
Yiwen Tang, Ziyu Guo, Zhuhao Wang, Renrui Zhang, Qizhi Chen, Junli Liu, Delin Qu, Dong Wang, Bin Zhao, Xuelong Li
- ICLR 2026 Poster
- Readers: Everyone
UniCTokens-R1: Boosting Unified Personalization via Reinforcement Learning
Zijun Shen, Ruichuan An, Sihan Yang, Ziyu Guo, Gaole Dai, Hao Liang, Ming Lu, Renrui Zhang, Wentao Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
HybridVLA: Collaborative Diffusion and Autoregression in a Unified Vision-Language-Action Model
Jiaming Liu, Hao Chen, Zhuoyang Liu, Pengju An, Renrui Zhang, Chenyang Gu, Xiaoqi Li, Ziyu Guo, Sixiang Chen, Mengzhen Liu, Chengkai Hou, Mengdi Zhao, KC alex Zhou, Pheng-Ann Heng, Shanghang Zhang
- ICLR 2026 Poster
- Readers: Everyone
Spiking Discrepancy Transformer for Point Cloud Analysis
Yijie Lu, Zhiyi Pan, Renrui Zhang, Yanhao Jia, Ronggang Wang, Zhaokun Zhou
- ICLR 2026 Poster
- Readers: Everyone
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs
Jiakang Yuan, Tianshuo Peng, Yilei Jiang, Yiting Lu, Renrui Zhang, Kaituo Feng, Chaoyou Fu, Tao Chen, LEI BAI, Bo Zhang, Xiangyu Yue
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 70 publications

Co-Authors

View all 310 co-authors