Liang Peng

Researcher, Alibaba Group

Joined

February 2020

Names

Liang Peng (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2025 – Present

Researcher

Vivo (vivo.com)

2024 – 2025

Researcher

FABU Inc (fabu.ai)

2019 – 2024

PhD student

Zhejiang University (zju.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

Coauthor

Dan Deng

2019 – Present

Coauthor

Deng Cai

2019 – Present

PhD Advisor

Deng Cai

2018 – Present

Expertise

AIGC

2023 – Present

Monocular 3D object detection

2020 – 2023

Stereo matching

2019 – 2020

Publications

TCG: Taming CFG for Flow Matching Models via Moment Matching and Adaptive Clipping
Liang Peng, Deqing Li, Yujia Wu, Hao Meng, Kuan Cao, Yu Wu, Xiaoxiao Xu, Lin Qu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Self-Supervised Direct Preference Optimization for Text-to-Image Diffusion Models
Liang Peng, Boxi Wu, Haoran Cheng, Yibo Zhao, Xiaofei He
- NeurIPS 2025 poster
- Readers: Everyone
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models
Yang Yang, Wen Wang, Liang Peng, Chaotian Song, Yao Chen, Hengjia Li, Xiaolong Yang, Qinglin Lu, Deng Cai, Xiaofei He, Wei Liu, Boxi Wu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Temporal Feature Fusion for 3D Detection in Monocular Video
Haoran Cheng, Liang Peng, Zheng Yang, Binbin Lin, Xiaofei He, Boxi Wu
- IEEE Trans. Image Process. 2024
- Readers: Everyone
Semi-supervised 3D Object Detection with PatchTeacher and PillarMix
Xiaopei Wu, Liang Peng, Liang Xie, Yuenan Hou, Binbin Lin, Xiaoshui Huang, Haifeng Liu, Deng Cai, Wanli Ouyang
- AAAI 2024
- Readers: Everyone
LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models
Yang Yang, Wen Wang, Liang Peng, Chaotian Song, Yao Chen, Hengjia Li, Xiaolong Yang, Qinglin Lu, Deng Cai, Boxi Wu, Wei Liu
- CoRR 2024
- Readers: Everyone
Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving
Junkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian, Wenxiao Wang, Deng Cai
- AAAI 2024
- Readers: Everyone
Object-level Data Augmentation for Visual 3D Object Detection in Autonomous Driving
Haoran Cheng, Junkai Xu, Liang Peng, Qi Zhou, Linxuan Xia, Boxi Wu, Xiaofei He
- Submitted to ICLR 2024
- Readers: Everyone
MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection
Junkai Xu, Liang Peng, Haoran Chen, Hao Li, Wei Qian, Ke Li, Wenxiao Wang, Deng Cai
- ICCV 2023
- Readers: Everyone
Local Conditional Controlling for Text-to-Image Diffusion Models
Yibo Zhao, Liang Peng, Yang Yang, Zekai Luo, Hengjia Li, Yao Chen, Wei Zhao, Qinglin Lu, Wei Liu, Boxi Wu
- CoRR 2023
- Readers: Everyone

View all 19 publications

Co-Authors

View all 47 co-authors