Guorui Zhou

Principal Researcher, Algorithm, Kuaishou- 快手科技

Joined

July 2019

Names

Guorui Zhou (Preferred)

Emails

****@kuaishou.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Algorithm, Kuaishou- 快手科技 (kuaishou.com)

2022 – Present

Advisors, Relations & Conflicts

Coauthor

Shiyao Wang

2019 – Present

Family

Xiaohuan Zhou

2016 – Present

Expertise

large language model

2023 – Present

recommendation system

2015 – Present

deep learning

2015 – Present

Publications

MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation
Chengcheng Guo, Junda She, Kuo Cai, shiyao wang, QigenHu, Qiang Luo, Kun Gai, Guorui Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach
Chunxu Zhang, Guodong Long, Hongkuan Guo, Liu Zhaojie, Guorui Zhou, Zijian Zhang, Yang Liu, Bo Yang
- OpenReview Archive Direct Upload
- Readers: Everyone
Stabilizing Knowledge, Promoting Reasoning: Dual-Token Constraints for RLVR
Jiakang Wang, Runze Liu, Fuzheng Zhang, Xiu Li, Guorui Zhou, Kun Gai
- Submitted to ICLR 2026
- Readers: Everyone
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
Runze Liu, Jiakang Wang, Yuling Shi, Zhihui Xie, Chenxin An, Kaiyan Zhang, Jian Zhao, Xiaodong Gu, Lei Lin, Wenping Hu, Xiu Li, Fuzheng Zhang, Guorui Zhou, Kun Gai
- ICLR 2026 Poster
- Readers: Everyone
Joint Pixel-Token Compression for Efficient Video-Language Models
Zhihan Zhang, Jia Xu, Xiangyu Wu, Tingting Gao, Guorui Zhou
- Submitted to ICLR 2026
- Readers: Everyone
Unlocking Exploration in RLVR: Uncertainty-aware Advantage Shaping for Deeper Reasoning
Can Xie, Ruotong Pan, Xiangyu Wu, Zhang yunfei, Jiayi Fu, Tingting Gao, Guorui Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas
Zirui Wu, Lin Zheng, Zhihui Xie, Jiacheng Ye, Jiahui Gao, Shansan Gong, Yansong Feng, Zhenguo Li, Wei Bi, Guorui Zhou, Lingpeng Kong
- ICLR 2026 Poster
- Readers: Everyone
Accelerating Diffusion Language Models Inference via Local Determinism Propagation
Fanheng Kong, Jingyuan Zhang, Yahui Liu, Zirui Wu, Yu Tian, Wei Bi, Guorui Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Modality Curation: Building Universal Embeddings for Advanced Multimodal Information Retrieval
Fanheng Kong, Jingyuan Zhang, Yahui Liu, Hongzhi Zhang, Shi Feng, Xiaocui Yang, Daling Wang, Yu Tian, Wei Bi, Fuzheng Zhang, Guorui Zhou
- Submitted to ICLR 2026
- Readers: Everyone
Why Distillation can Outperform Zero-RL: The Role of Flexible Reasoning
Xiao Hu, Xingyu Lu, Liyuan Mao, YiFan Zhang, Tianke Zhang, Bin Wen, Fan Yang, Tingting Gao, Guorui Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 21 publications

Co-Authors

View all 136 co-authors