Zhipeng Qian

About Me

I am currently an Algorithm Engineer in the AI Search & Multimodal Understanding Group at Kuaishou Technology, working on multimodal search and retrieval systems.

I received my M.S. degree from the MAC Lab, Institute of Artificial Intelligence, Xiamen University, advised by Prof. Xiaoshuai Sun. Prior to that, I obtained my B.S. degree in Statistics from Wendian College, Anhui University. My research interests include multimodal learning, 3D perception, and multimodal large language models.

News

• [May 2026] One paper accepted at ACL 2026 Findings — CSMCIR (Composed Image Retrieval).
• [Jul. 2025] Joined Kuaishou Technology as an Algorithm Engineer in the AI Search & Multimodal Understanding Group.
• [Jun. 2025] Graduated from Xiamen University with an M.S. degree in Artificial Intelligence. 🎓
• [Oct. 2024] One paper accepted at EMNLP 2024 Findings — AnyTrans (Image Translation).
• [Sep. 2024] Awarded Xiamen University Graduate National Scholarship. 🏅
• [Jul. 2024] One paper accepted at ECCV 2024 — MCLN (3D Visual Grounding).
• [Mar. 2024] Joined Tongyi Lab, Alibaba as a Research Intern in the Multilingual Translation Team.
• [Dec. 2023] One paper accepted at AAAI 2024 — X-RefSeg3D (Referring 3D Segmentation).

Publications

• CSMCIR: CoT-Enhanced Symmetric Alignment with Memory Bank for Composed Image Retrieval
  Zhipeng Qian, Zihan Liang, Yufei Ma, Ben Chen, Huangyu Dai, Yiwei Ma, Jiayi Ji, Chenyi Lei, Han Li, Xiaoshuai Sun
  Findings of the Association for Computational Linguistics (ACL), 2026.   [Paper] [Code]
• AnyTrans: Translate AnyText in the Image with Large Scale Models
  Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji
  Findings of Empirical Methods in Natural Language Processing (EMNLP), 2024.   [Paper] [Code]
• Multi-branch Collaborative Learning Network for 3D Visual Grounding
  Zhipeng Qian, Yiwei Ma, Zhekai Lin, Jiayi Ji, Xiawu Zheng, Xiaoshuai Sun, Rongrong Ji
  European Conference on Computer Vision (ECCV), 2024.   [Paper] [Code]
• X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks
  Zhipeng Qian, Yiwei Ma, Jiayi Ji, Xiaoshuai Sun
  AAAI Conference on Artificial Intelligence (AAAI), 2024.   [Paper] [Code]

Experience

Tongyi Lab, Alibaba (阿里巴巴通义实验室) Research Intern · Multilingual Translation Team

Hangzhou, China Mar. 2024 – Sep. 2024

Education

Honors & Awards

Scholarships

• Xiamen University Graduate National Scholarship
• Xiamen University Wande Scholarship
• Anhui University Wendian First-class Scholarship
• Anhui University Wendian Second-class Scholarship ×2
• Anhui University Academic Technology Scholarship ×2

Honors

• Xiamen University Outstanding Graduate
• Anhui University Outstanding Graduate

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