Rui Liu

Researcher, Huawei Technologies Ltd.

Joined

April 2022

Names

Rui Liu (Preferred)

Emails

****@gmail.com (Confirmed)

****@link.cuhk.edu.hk (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2024 – Present

Researcher

Sensetime (sensetime.com)

2022 – 2024

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2018 – 2022

Advisors, Relations & Conflicts

Coauthor

Jifeng Dai

2020 – 2023

Coauthor

Wenxiu Sun

2020 – 2023

PhD Advisor

Hongsheng Li

2018 – 2022

PhD Advisor

Xiaogang Wang

2018 – 2022

Expertise

deep learning

Present

deep generative model

Present

vision transformer

Present

multimodal large language model

Present

diffusion model

Present

Publications

AEGIS: Exploring the Limit of World Knowledge Capabilities for Unified Mulitmodal Models
Jintao Lin, Bowen Dong, Weikang Shi, Chenyang Lei, Suiyun Zhang, Rui Liu, Xihui Liu
- OpenReview Archive Direct Upload
- Readers: Everyone
Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models
Kecheng Chen, Ziru Liu, Xijia Tao, Hui Liu, Xinyu Fu, Suiyun Zhang, Dandan Tu, Lingpeng Kong, Rui Liu, Haoliang Li
- ICML 2026 regular
- Readers: Everyone
SpaceVista: All-Scale Visual Spatial Reasoning from mm to km
Peiwen Sun, Shiqiang Lang, Dongming Wu, Ding Yi, Kaituo Feng, Huadai Liu, Zhen Ye, Rui Liu, Yun-Hui Liu, Jianan Wang, Xiangyu Yue
- ICML 2026 regular
- Readers: Everyone
PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios
Xudong Lu, Guan Huankang, Yang Bo, Jinpeng Chen, Xintong Guo, Shuhan LI, Fang Liu, Peiwen Sun, Xueying Li, Wei Zhang, Xue Yang, Rui Liu, Hongsheng Li
- ICML 2026 regular
- Readers: Everyone
Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models
Kecheng Chen, Ziru Liu, Xijia Tao, Hui Liu, Xinyu Fu, Suiyun Zhang, Dandan Tu, Lingpeng Kong, Rui Liu, Haoliang Li
- CoRR 2025
- Readers: Everyone
DraCo: Draft as CoT for Text-to-Image Preview and Rare Concept Generation
Dongzhi Jiang, Renrui Zhang, Haodong Li, Zhuofan Zong, Ziyu Guo, Jun He, Claire Guo, Junyan Ye, Rongyao Fang, Weijia Li, Rui Liu, Hongsheng Li
- CoRR 2025
- Readers: Everyone
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
Weikang Shi, Aldrich Yu, Rongyao Fang, Houxing Ren, Ke Wang, Aojun Zhou, Changyao Tian, Xinyu Fu, Yuxuan Hu, Zimu Lu, Linjiang Huang, Si Liu, Rui Liu, Hongsheng Li
- CoRR 2025
- Readers: Everyone
GHPO: Adaptive Guidance for Stable and Efficient LLM Reinforcement Learning
Ziru Liu, Cheng Gong, Xinyu Fu, Yaofang Liu, Ran Chen, Shoubo Hu, Suiyun Zhang, Rui Liu, Qingfu Zhang, Dandan Tu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents
Xijia Tao, Teng Yihua, Xinxing Su, Xinyu Fu, Jihao Wu, Chaofan Tao, Ziru Liu, Haoli Bai, Rui Liu, Lingpeng Kong
- ICLR 2026 Poster
- Readers: Everyone
Visual Reasoning via Perceptual Extension and In-Context Learning
Bowen Zheng, Xinyu Fu, Rui Liu, De-Chuan Zhan
- Submitted to ICLR 2026
- Readers: Everyone

View all 30 publications

Co-Authors

View all 219 co-authors