Zhipeng Qian

Zhipeng Qian

First-year Ph.D. Student
Nankai University


About Me

I am a first-year Ph.D. student in Computer Science and Technology, Nankai University, where I am a member of the VCIP Lab, advised by Prof. Qibin Hou. 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, agentic, and LLM/VLM.

Publications

* Equal contribution (co-first authors).

NeurIPS 2026 Overview of the Bian Que architecture

Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations

Bochao Liu*, Zhipeng Qian*, Yang Zhao, Xinyuan Jiang, Zihan Liang, Yufei Ma, Junpeng Zhuang, Ben Chen, Shuo Yang, Hongen Wan, Yao Wu, Chenyi Lei, Xiao Liang

Advances in Neural Information Processing Systems (NeurIPS), 2026

Paper / GitHub

ACL Findings 2026 Overview of the CSMCIR framework

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 / GitHub

EMNLP Findings 2024 Overview of the AnyTrans framework

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 / GitHub

ECCV 2024 Overview of the MCLN framework

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 / GitHub

AAAI 2024 Overview of the X-RefSeg3D framework

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 / GitHub

Experience

Kuaishou Technology (快手科技)
Algorithm Engineer · AI Search & Multimodal Understanding 		Beijing, China
Jul. 2025 – Aug. 2026 		Kuaishou
Tongyi Lab, Alibaba (阿里巴巴通义实验室)
Research Intern · Multilingual Translation Team 		Hangzhou, China
Mar. 2024 – Sep. 2024 		Tongyi Lab

Education

Nankai University
Ph.D. in Computer Science and Technology
Advisor: Prof. Qibin Hou 		Tianjin, China
Sep. 2026 – Present
Xiamen University
M.S. in Artificial Intelligence
Advisor: Prof. Xiaoshuai Sun 		Xiamen, China
Sep. 2022 – Jun. 2025
Anhui University
B.S. in Statistics 		Hefei, China
Sep. 2018 – Jun. 2022

Honors & Awards

Scholarships

Honors


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