I am currently a second year Ph.D. student at VI-Lab, Nanyang Technological University, supervised by Prof. Shijian Lu. I received my B.S. degree from Zhejiang University in 2021, supervised by Prof. Hong Zhou.

My research interests lie in vision-language pre-training and foundation model adaptation.

🔥 News

  • 2024.09: One paper is accepted by NeurIPS 2024.
  • 2024.07: One paper is accepted by ECCV 2024.
  • 2024.03: One paper is accepted by CVPR 2024.
  • 2023.09: One paper is accepted by NeurIPS 2023.
  • 2022.07: One paper is accepted by ECCV 2022.

📝 Publications

NeurIPS 2024
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Mitigating Object Hallucination via Concentric Causal Attention

Yun Xing*, Yiheng Li*, Ivan Laptev, Shijian Lu

NeurIPS, 2024

[paper] [code]

ECCV 2024
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CAT-SAM: Conditional Tuning Network for Few-Shot Adaptation of Segmentation Anything Model

Aoran Xiao*, Weihao Xuan*, Heli Qi, Yun Xing, Ruijie Ren, Xiaoqin Zhang, Ling Shao, Shijian Lu

ECCV, 2024

[paper] [code]

CVPR 2024
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Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Jiahao Nie*, Yun Xing*, Gongjie Zhang, Pei Yan, Aoran Xiao, Yap-Peng Tan, Alex C. Kot, Shijian Lu

CVPR, 2024

[paper] [code]

NeurIPS 2023
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Rewrite Caption Semantics: Bridging Semantic Gaps for Language Supervised Semantic Segmentation

Yun Xing, Jian Kang, Aoran Xiao, Jiahao Nie, Ling Shao, Shijian Lu

NeurIPS, 2023

[paper] [code]

ECCV 2022
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Domain Adaptive Video Segmentation via Temporal Pseudo Supervision

Yun Xing*, Dayan Guan*, Jiaxing Huang, Shijian Lu

ECCV, 2022

[paper] [code]

📖 Education

  • 2023.01 - Present: Doctor of Philosophy, School of Computer Science and Engineering, Nanyang Technological University
  • 2021.08 - 2022.11: Master in Artificial Intelligence, School of Computer Science and Engineering, Nanyang Technological University
  • 2017.09 - 2021.07: Bachelor in Biomedical Engineering and Instrument Science, Zhejiang University

💻 Service

Conference Reviewer

  • CVPR/ICML/ECCV/NeurIPS 2024 (Top Reviewers@NeurIPS)
  • ICLR/AISTATS/CVPR 2025

Teaching

  • SC1015: Introduction to Data Science and Artificial Intelligence, NTU, 2024 Spring

Last Update: Nov 6, 2024