Yongliang Wu

About Me

Hello! I’m currently a Master student at Southeast University, where I’m fortunate to be supervised by Prof. Xu Yang. I also work closely with Prof. Bernt Schiele at Max Planck Institute for Informatics and Prof. Ming-Hsuan Yang at University of California, Merced. I have a wide range of research topics and interests, feel free to contact me if you have any questions or would like to discuss my works.

Research Interests

Vision-Language Model
Reinforcement Learning
Machine Unlearning

News

[Sept. 2025] 🎉 One paper is accepted by NeurIPS 2025.
[Jul. 2025] 🔥 We are organizing NextVid Workshop@NeurIPS 2025.
[May 2025] 🎉 One paper is accepted by ACL 2025.
[Feb. 2025] 🎉 Two papers are accepted by CVPR 2025.
[Dec. 2024] 🎉 Two papers are accepted by AAAI 2025.

Publications

Preprint

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Yongliang Wu*, Yizhou Zhou*, Zhou Ziheng, Yingzhe Peng, Xinyu Ye, Xinting Hu, Wenbo Zhu, Lu Qi, Ming-Hsuan Yang, Xu Yang

arXiv, 2025.8.

PDF Code Integrated by ms-swift, trl, llama-factory.

NeurIPS

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models

Yongliang Wu, Zonghui Li, Xinting Hu, Xinyu Ye, Xianfang Zeng, Gang Yu, Wenbo Zhu, Bernt Schiele, Ming-Hsuan Yang, Xu Yang

Advances in Neural Information Processing Systems (NeurIPS), 2025.

PDF Code

CVPR

Number it: Temporal Grounding Videos like Flipping Manga

Yongliang Wu*, Xinting Hu*, Yuyang Sun, Yizhou Zhou, Wenbo Zhu, Fengyun Rao, Bernt Schiele, Xu Yang

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

PDF Code Adopted by Andrew Zisserman's work.

CVPR

VEU-Bench: Towards Comprehensive Understanding of Video Editing

Bozheng Li, Yongliang Wu, Yi Lu, Jiashuo Yu, Licheng Tang, Jiawang Cao, Wenqing Zhu, Yuyang Sun, Jay Wu, Wenbo Zhu

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

PDF Code Highlight Paper.

ACL

RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought

Yi Lu*, Jiawang Cao*, Yongliang Wu*, Bozheng Li, Licheng Tang, Yangguang Ji, Chong Wu, Jay Wu, Wenbo Zhu

Annual Meeting of the Association for Computational Linguistics (ACL), 2025.

PDF Compared and cited by SAM 3.

AAAI

Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient

Yongliang Wu*, Shiji Zhou*, Mingzhuo Yang, Lianzhe Wang, Wenbo Zhu, Heng Chang, Xinting Hu, Xiao Zhou, Xu Yang

AAAI Conference on Artificial Intelligence (AAAI), 2025.

PDF Code

AAAI

Video Repurposing from User Generated Content: A Large-scale Dataset and Benchmark

Yongliang Wu*, Wenbo Zhu*, Jiawang Cao*, Yi Lu, Bozheng Li, Weiheng Chi, Zihan Qiu, Lirian Su, Haolin Zheng, Jay Wu, Xu Yang

AAAI Conference on Artificial Intelligence (AAAI), 2025.

PDF Code

NeurIPS

Exploring Diverse In-Context Configurations for Image Captioning

Xu Yang, Yongliang Wu, Mingzhuo Yang, Haokun Chen, Xin Geng

Advances in Neural Information Processing Systems (NeurIPS), 2023.

PDF Code

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