Hello, I am currently pursuing a Ph.D. in computer science at the State Key Laboratory of Internet of Things for Smart City (SKL-IOTSC), University of Macau, under the supervision of Prof.Jianbing Shen. Concurrently, I am working under the guidance of Prof.Wenguan Wang from Zhejiang University. I completed my master’s and bachelor’s degree from Shandong University, supervised by Prof.Xiankai Lu.

RESEARCH STATEMENT

My current research primarily focuses on the theoretical analysis and applications of multi-modal large language models and diffusion models. Previously, I conducted research in the areas of human mesh reconstruction and compositional zero-shot learning.

🔥 News

• 2025.06:  🎉🎉 . One paper about compositional zero-shot learning is accepted to ICCV 2025.
• 2025.02:  🎉🎉 . One paper about compositional zero-shot learning is accepted to CVPR 2025.
• 2024.07:  🎉🎉 . One paper about video instance segmentation is accepted to ECCV 2024.
• 2023.07:  🎉🎉 . One paper about human mesh recovery is accepted to ACM MM 2023.

📝 Publications

ICCV 2025

A Conditional Probability Framework for Compositional Zero-shot Learning [pdf] [code]

Peng Wu, Qiuxia Lai, Hao Fang, Guo-Sen Xie, Yilong Yin, Xiankai Lu, Wenguan Wang

CVPR 2025

LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning [pdf] [code]

Peng Wu, Xiankai Lu, Hu Hao, Yongqin Xian, Jianbing Shen, Wenguan Wang

ECCV 2024

Unified Embedding Alignment for Open-Vocabulary Video Instance Segmentation [pdf] [code]

Hao Fang, Peng Wu, Yawei Li, Xinxin Zhang, Xiankai Lu

ACM MM 2023

Clip Fusion with Bi-level Optimization for Human Mesh Reconstruction from Monocular Videos [pdf] [code]

Peng Wu, Xiankai Lu, Jianbing Shen, Yilong Yin (Oral)

🎆 Service

Reviewer

ACL ARR 2025