Le Zhuo

Researcher, Research, Krea

Joined

May 2022

Names

Le Zhuo (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Research, Krea (krea.ai)

2025 – Present

Researcher

OpenGV, Shanghai Artificial Intelligence Laboratory (pjlab.org.cn)

2024 – 2025

Undergrad student

Computer Science, Beihang University (buaa.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

Coauthor

Zhaokai Wang

2021 – 2022

Expertise

Generative Models

2023 – 2024

Large Language Models

2023 – 2024

Publications

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
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
Shaoning Li, Le Zhuo, Yusong Wang, Mingyu Li, Xinheng He, Fandi Wu, Hongsheng Li, Pheng-Ann Heng
- ICLR 2026 Poster
- Readers: Everyone
Lightning Video: Building Compact Diffusion Transformers for High-Fidelity On-Device Video Generation
Juncheng Yan, Qi Qin, Hongbo Ma, Le Zhuo, Yinan Liang, Yuandong Pu, Yi Xin, Wenzhao Zheng, Yu Qiao, Yihao Liu, Jiwen Lu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision
Yuandong Pu, Le Zhuo, Kaiwen Zhu, Liangbin Xie, Wenlong Zhang, Xiangyu Chen, Peng Gao, Yu Qiao, Chao Dong, Yihao Liu
- Submitted to ICLR 2026
- Readers: Everyone
PICABench: How Far are We from Physical Realistic Image Editing?
Yuandong Pu, Le Zhuo, Songhao Han, Jinbo Xing, Kaiwen Zhu, Shuo Cao, Bin Fu, Si Liu, Hongsheng Li, Yu Qiao, Wenlong Zhang, Xi Chen, Yihao Liu
- ICLR 2026 Poster
- Readers: Everyone
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
Le Zhuo, Songhao Han, Yuandong Pu, Boxiang Qiu, Sayak Paul, Yue Liao, Yihao Liu, Jie Shao, Xi Chen, Si Liu, Hongsheng Li
- ICLR 2026 Poster
- Readers: Everyone
OmniCaptioner: One Captioner to Rule Them All
Yiting Lu, Jiakang Yuan, Zhen Li, Shitian Zhao, Qi Qin, Xinyue Li, Le Zhuo, Licheng Wen, Dongyang Liu, Yuewen Cao, Xiangchao Yan, Xin Li, Tianshuo Peng, Shufei Zhang, Botian Shi, Tao Chen, Zhibo Chen, LEI BAI, Peng Gao, Bo Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation
Baisen Wang, Le Zhuo, Zhaokai Wang, Chenxi Bao, WU CHENGJING, Xuecheng Nie, Luoqi Liu, Jiao Dai, Jizhong Han, Yue Liao, Si Liu
- LLM4Music @ ISMIR 2025 Oral
- Readers: Everyone
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Dongzhi Jiang, Ziyu Guo, Renrui Zhang, Zhuofan Zong, Hao Li, Le Zhuo, Shilin Yan, Pheng-Ann Heng, Hongsheng Li
- NeurIPS 2025 poster
- Readers: Everyone
GraphText: Graph Reasoning in Text Space
Jianan Zhao, Le Zhuo, Yikang Shen, Meng Qu, Kai Liu, Michael M. Bronstein, Zhaocheng Zhu, Jian Tang
- AFM 2024 Poster
- Readers: Everyone

View all 27 publications

Co-Authors

View all 156 co-authors