Peixian Chen

1. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
   2024/05/31 by Chaoyou Fu, Fu, Chaoyou, Yuhan Dai +35 · 318 citations
   Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
2. Cantor: Inspiring Multimodal Chain-of-Thought of MLLM
   2024/04/24 by Timin Gao, Peixian Chen, Gao, Timin +19 · 15 citations
   Computer Science · Psychology · #Semantic Web and Ontologies #Speech and dialogue systems #Language, Metaphor, and Cognition
3. Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy
   2025/02/07 by Yi Shen, Shen, Yunhang, Chaoyou Fu +26 · 10 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
4. Multi-modal Queried Object Detection in the Wild
   2023/05/30 by Yifan Xu, Xu, Yifan, Mengdan Zhang +11 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text and Document Classification Technologies
5. Latent Tree Models for Hierarchical Topic Detection
   2016/05/21 by Peixian Chen, Nevin L. Zhang, Chen, Peixian +9 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
6. VEGA: Learning Interleaved Image-Text Comprehension in Vision-Language Large Models
   2024/06/14 by Chenyu Zhou, Zhou, Chenyu, Mengdan Zhang +13 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Topic Modeling
7. Streaming Video Instruction Tuning
   2025/12/24 by Jiaer Xia, Peixian Chen, Xia, Jiaer +7 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Multimodal Machine Learning Applications
8. STBridge: Shared-Target Alignment for Bridging Understanding and Generation in UMMs
   2026/07/19 by Ye Wang, Hongjun Wang, Hao Fang +7
   #cs.CV