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Yongliang Wu

Master Student
Southeast University
yongliang0223@gmail.com


About Me

Iā€™m currently a final-year Master student at Southeast University 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

News

Publications

  1. CVPR
    Adapting Point Cloud Analysis via Multimodal Bayesian Distribution Learning
    Xingyu Zhu, Liang Yi, Shuo Wang, Wenbo Zhu, Yongliang Wu, Beier Zhu, Hanwang Zhang
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026.

  2. ICLR
    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
    International Conference on Learning Representations (ICLR), 2026.
    PDF Code Integrated by ms-swift, trl, llama-factory.

  3. ICLR
    CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
    Li Li, Ziyi Wang, Yongliang Wu, Jianfei Cai, Xu Yang
    International Conference on Learning Representations (ICLR), 2026.
    PDF

  4. 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

  5. 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.

  6. 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.

  7. 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.

  8. 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

  9. 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

  10. 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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