Qing Li

Researcher, Beijing Institute for General Artificial Intelligence (BIGAI)

Joined

April 2018

Names

Qing Li

Emails

****@gmail.com (Confirmed)

****@ucla.edu (Confirmed)

Personal Links

Career & Education History

Researcher

Beijing Institute for General Artificial Intelligence (BIGAI) (bigai.ai)

2022 – Present

PhD student

University of California, Los Angeles (ucla.edu)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Song-Chun Zhu

2018 – 2022

Expertise

LLM Agents

Present

GUI Agents

Present

Vision-Language Models

Present

3D-LLM

Present

Computer-Use Agents

Present

Video Understanding & Grounding

Present

Publications

MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning
Yapeng Mi, Yanpeng Zhao, Hengli Li, Chenxi Li, Huimin Wu, Xiaojian Ma, Song-Chun Zhu, Ying Nian Wu, Qing Li
- LIT Workshop @ ICLR 2026
- Readers: Everyone
LEO-VL: Efficient Scene Representation for Scalable 3D Vision-Language Learning
Jiangyong Huang, Xiaojian Ma, Xiongkun Linghu, Junchao He, Qing Li, Song-Chun Zhu, Yixin Chen, Baoxiong Jia, Siyuan Huang
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
NEP: Autoregressive Image Editing via Next Editing Token Prediction
Huimin Wu, Xiaojian Ma, Yanpeng Zhao, Qing Li
- OpenReview Archive Direct Upload
- Readers: Everyone
On the Effect of Positional Encoding for In-context Learning in Transformers
Zhijie Wang, Bo Jiang, Qing Li, Shuai Li
- Submitted to ICLR 2026
- Readers: Everyone
GUI Knowledge Bench: Revealing the Knowledge Gap Behind VLM Failures in GUI Tasks
Chenrui Shi, Zedong YU, Zhi Gao, Ruining Feng, Enqi Liu, Yuwei Wu, Yunde Jia, Liuyu Xiang, Zhaofeng He, Qing Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LEO-VL: Efficient Scene Representation for Scalable 3D Vision-Language Learning
Jiangyong Huang, Xiaojian Ma, Xiongkun Linghu, Yue Fan, Junchao He, Wenxin Tan, Qing Li, Song-Chun Zhu, Yixin Chen, Baoxiong Jia, Siyuan Huang
- Submitted to ICLR 2026
- Readers: Everyone
STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning
Xiaowen Zhang, Zhi Gao, Licheng Jiao, Lingling Li, Qing Li
- ICLR 2026 Poster
- Readers: Everyone
AdaReP: Plug-and-Play Acceleration for World Model Predictive Control using Adaptive Re-Planning
Yutian Cheng, Xiaojian Ma, Xianhao Wang, Min Yang, Rongpeng Su, Hangxin Liu, Xi Chen, Shuai Li, Qing Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MVR: Multi-view Video Reward Shaping for Reinforcement Learning
Lirui Luo, Guoxi Zhang, Hongming Xu, Yaodong Yang, Cong Fang, Qing Li
- ICLR 2026 Poster
- Readers: Everyone
COIN: Chain Of INteraction Benchmark: When Reasoning meets Embodied interaction
Xianhao Wang, Xiaojian Ma, Haozhe Hu, Rongpeng Su, Yutian Cheng, Zhou Ziheng, Hangxin Liu, Lei Liu, Bin Li, Qing Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone

View all 110 publications

Co-Authors

View all 162 co-authors