Zhenbo Luo

Principal Researcher, Xiaomi Corporation

Joined

February 2025

Names

Zhenbo Luo (Preferred)

Emails

****@xiaomi.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Xiaomi Corporation (xiaomi.com)

2021 – Present

Principal Researcher

Samsung (samsung.com)

2011 – 2018

MS student

Tsinghua University (tsinghua.edu.cn)

2003 – 2006

Advisors, Relations & Conflicts

Coauthor

Xiang Bai

2024 – Present

Coauthor

Chunhua Shen

2018 – Present

PhD Advisor

Xiaoqing Ding

2003 – 2006

Expertise

Vision Language Model

Multimodal Large Language Model

2023 – Present

Detection

Segmentation

ReID

Human Pose Estimation

Video Understanding

2013 – Present

Face Recognition

OCR

Handwriting Recognition

2003 – Present

Publications

ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
Yiran Guan, Sifan Tu, Dingkang Liang, Linghao Zhu, Jianzhong Ju, Zhenbo Luo, Jian Luan, Yuliang Liu, Xiang Bai
- ICLR 2026 Poster
- Readers: Everyone
Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
Linghao Zhu, Yiran Guan, Dingkang Liang, Jianzhong Ju, Zhenbo Luo, Bin Qin, Jian Luan, Yuliang Liu, Xiang Bai
- ICLR 2026 Poster
- Readers: Everyone
All in One: Unified Pretraining of GUI Agents via Masked Trajectory Prediction
Yan Zhang, Pei Fu, Daiqing Wu, Huawen Shen, Ruoceng Zhang, Shaojie Zhang, Jiahui Yang, Xiuwen Xi, Can Ma, Yu ZHOU, Zhenbo Luo, Jian Luan
- Submitted to ICLR 2026
- Readers: Everyone
GAIA: A Data Flywheel System for Training GUI Test-Time Scaling Critic Models
Shaokang Wang, Pei Fu, Ruoceng Zhang, Shaojie Zhang, Xiuwen Xi, Jiahui Yang, Bin Qin, Ying Huang, Zhenbo Luo, Jian Luan
- Submitted to ICLR 2026
- Readers: Everyone
Immersive Multimodal Translation: A Proxy Task for Cross-modal and Objective Evaluation of Unified Models
Jiahao Lyu, Pei Fu, Zhenhang Li, Weichao Zeng, Jiahui Yang, Can Ma, Yu ZHOU, Zhenbo Luo, Jian Luan
- Submitted to ICLR 2026
- Readers: Everyone
HyperClick: Advancing Reliable GUI Grounding via Uncertainty Calibration
Shaojie Zhang, Pei Fu, Ruoceng Zhang, Jiahui Yang, Anan Du, Xiuwen Xi, Shaokang Wang, Ying Huang, Bin Qin, Zhenbo Luo, Jian Luan
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
Wenhui Tan, Jiaze Li, Jianzhong Ju, Zhenbo Luo, Ruihua Song, Jian Luan
- NeurIPS 2025 poster
- Readers: Everyone
Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
Ye Wang, Ziheng Wang, Boshen Xu, Yang Du, Kejun Lin, Zihan Xiao, Zihao Yue, Jianzhong Ju, Liang Zhang, Dingyi Yang, Xiangnan Fang, Zewen He, Zhenbo Luo, Wenxuan Wang, Junqi Lin, Jian Luan, Qin Jin
- NeurIPS 2025 poster
- Readers: Everyone
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
Shaojie Zhang, Ruoceng Zhang, Pei Fu, Shaokang Wang, Jiahui Yang, Xin Du, ShiqiCui, Bin Qin, Ying Huang, Zhenbo Luo, Jian Luan
- NeurIPS 2025 poster
- Readers: Everyone
VOC-ReID: Vehicle Re-identification based on Vehicle-Orientation-Camera
Xiangyu Zhu, Zhenbo Luo, Pei Fu, Xiang Ji
- CoRR 2020
- Readers: Everyone

View all 29 publications

Co-Authors

View all 85 co-authors