Peixian Chen

Joined

February 2020

Names

Peixian Chen (Preferred)

Emails

****@stu.xmu.edu.cn (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

YOUTU , Tencent YOUTU Lab (tencent.com)

2021 – 2025

MS student

Department of Computer Science, Xiamen University (xmu.edu.cn)

2018 – 2021

Advisors, Relations & Conflicts

Coauthor

mengdanzhang

2021 – 2023

Coauthor

chaoyoufu

2021 – 2023

Coauthor

yunhangshen

2021 – 2023

Expertise

mllm

Present

computer vision

Present

Publications

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
Chaoyou Fu, Peixian Chen, Yunhang Shen, Yulei Qin, Mengdan Zhang, Xu Lin, Jinrui Yang, Xiawu Zheng, Ke Li, Xing Sun, Yunsheng Wu, Rongrong Ji, Caifeng Shan, Ran He
- NeurIPS 2025 Datasets and Benchmarks Track spotlight
- Readers: Everyone
Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
Xudong Li, Mengdan Zhang, Peixian Chen, Xiawu Zheng, Yan Zhang, Jingyuan Zheng, Yunhang Shen, Ke Li, Chaoyou Fu, Xing Sun, Rongrong Ji
- NeurIPS 2025 poster
- Readers: Everyone
VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model
Zuwei Long, Yunhang Shen, Chaoyou Fu, Heting Gao, lijiang Li, Peixian Chen, Mengdan Zhang, Hang Shao, Jian Li, Jinlong Peng, Haoyu Cao, Ke Li, Rongrong Ji, Xing Sun
- NeurIPS 2025 poster
- Readers: Everyone
Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
Chenyu Zhou, Mengdan Zhang, Peixian Chen, Chaoyou Fu, Yunhang Shen, Xiawu Zheng, Xing Sun, Rongrong Ji
- ICLR 2025 Poster
- Readers: Everyone
Multimodal Inplace Prompt Tuning for Open-set Object Detection
Guilin Li, Mengdan Zhang, Xiawu Zheng, Peixian Chen, Zihan Wang, Yunhang Shen, Mingchen Zhuge, Chenglin Wu, Fei Chao, Ke Li, Xing Sun, Rongrong Ji
- MM2024 Poster
- Readers: Everyone
Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
Timin Gao, Peixian Chen, Mengdan Zhang, Chaoyou Fu, Yunhang Shen, Yan Zhang, Shengchuan Zhang, Xiawu Zheng, Xing Sun, Liujuan Cao, Rongrong Ji
- MM2024 Poster
- Readers: Everyone
Multi-modal Queried Object Detection in the Wild
Yifan Xu, Mengdan Zhang, Chaoyou Fu, Peixian Chen, Xiaoshan Yang, Ke Li, Changsheng Xu
- NeurIPS 2023 poster
- Readers: Everyone

Co-Authors

View all 35 co-authors

Peixian Chen

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models

Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs

VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model

Learning Interleaved Image-Text Comprehension in Vision-Language Large Models

Multimodal Inplace Prompt Tuning for Open-set Object Detection

Cantor: Inspiring Multimodal Chain-of-Thought of MLLM

Multi-modal Queried Object Detection in the Wild

Co-Authors