Hi, I’m Zhang Anqi, a postgraduate student at the School of Computer Science, Beijing Institute of Technology (2023-2026), advised by Prof. Guangyu Gao.

My research interests mainly focus on Computer Vision and Multi-modal Perception, including Incremental/Few-shot Semantic Segmentation and Referring Segmentation, etc.

🔥 News

  • 2026.02: Rethinking MLLM Itself as a Segmenter with a Single Segmentation Token is accepted by CVPR 2026
  • 2025.02: CoMBO: Conflict Mitigation via Branched Optimization for Class Incremental Segmentation is accepted by CVPR 2025
  • 2024.10: Bridge the Points: Graph-based Few-shot Segment Anything Semantically is accepted by NeurIPS 2024
  • 2024.07: Background Adaptation with Residual Modeling for Exemplar-Free Class-Incremental Semantic Segmentation is accepted by ECCV 2024

📝 Publications

CVPR 2026
paper

Rethinking MLLM Itself as a Segmenter with a Single Segmentation Token

Anqi Zhang, X Ji, Guangyu Gao, Jianbo Jiao, CH Liu, Y Wei

CVPR 2025
paper
NeurIPS 2024
paper

Bridge the Points: Graph-based Few-shot Segment Anything Semantically

Anqi Zhang, Guangyu Gao, Jianbo Jiao, CH Liu, Y Wei

🎖 Honors and Awards

  • National Scholarships x 2

📖 Educations

  • 2025.5 - 2025.10, Visiting Research Student, University of Birmingham (Prof. Jianbo Jiao)
  • 2023.9 - 2026.6, Postgraduate student, Beijing Institute of Technology (Prof. Guangyu Gao)
  • 2019.9 - 2023.6, Bachelor’s Degree, Xuteli College (Beijing Institute of Technology)

💻 Internships

  • 2025.1 - 2025.4, Vision Algorithm Developer, Jingdong Retail