Shan, Caifeng

12 publications

ICLR 2026 Exposing and Defending the Achilles' Heel of Video Mixture-of-Experts Songping Wang, Qinglong Liu, Yueming Lyu, Ning Li, Ziwen He, Caifeng Shan

ICLR 2026 HiTeA: Hierarchical Temporal Alignment for Training-Free Long-Video Temporal Grounding Xinyi Xu, Hongsong Wang, Guo-Sen Xie, Caifeng Shan, Fang Zhao

ICLR 2026 Matting Anything 2: Towards Video Matting for Anything Chenyi Zhang, Yiheng Lin, Yunchao Wei, Hongsong Wang, Caifeng Shan, Fang Zhao

ICLR 2026 SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus Ming Zhao, Wenhui Dong, Yang Zhang, XiangZheng, Zhonghao Zhang, Zian Zhou, Yunzhi Guan, Liukun Xu, Wei Peng, Zhaoyang Gong, Zhicheng Zhang, Dachuan Li, Xiaosheng Ma, Yuli Ma, Jianing Ni, Changjiang Jiang, Lixia Tian, Chen Qixin, Xia Kaishun, Pingping Liu, Tongshun Zhang, ZhiqiangLiu, Zhongan Bi, Chenyang Si, Tiansheng Sun, Caifeng Shan

NeurIPS 2025 GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection Xin Gao, Jiyao Liu, Guanghao Li, Yueming Lyu, Jianxiong Gao, Weichen Yu, Ningsheng Xu, Liang Wang, Caifeng Shan, Ziwei Liu, Chenyang Si

NeurIPS 2025 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 VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction Chaoyou Fu, Haojia Lin, Xiong Wang, YiFan Zhang, Yunhang Shen, Xiaoyu Liu, Haoyu Cao, Zuwei Long, Heting Gao, Ke Li, Long Ma, Xiawu Zheng, Rongrong Ji, Xing Sun, Caifeng Shan, Ran He

CVPR 2025 Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-Modal LLMs in Video Analysis Chaoyou Fu, Yuhan Dai, Yongdong Luo, Lei Li, Shuhuai Ren, Renrui Zhang, Zihan Wang, Chenyu Zhou, Yunhang Shen, Mengdan Zhang, Peixian Chen, Yanwei Li, Shaohui Lin, Sirui Zhao, Ke Li, Tong Xu, Xiawu Zheng, Enhong Chen, Caifeng Shan, Ran He, Xing Sun

NeurIPS 2024 FedGMKD: An Efficient Prototype Federated Learning Framework Through Knowledge Distillation and Discrepancy-Aware Aggregation Jianqiao Zhang, Caifeng Shan, Jungong Han

CVPRW 2009 Head Pose Estimation Using Spectral Regression Discriminant Analysis Caifeng Shan, Wei Chen

CVPRW 2009 Square Loss Based Regularized LDA for Face Recognition Using Image Sets Yanlin Geng, Caifeng Shan, Pengwei Hao

CVPRW 2006 A Comprehensive Empirical Study on Linear Subspace Methods for Facial Expression Analysis Caifeng Shan, Shaogang Gong, Peter W. McOwan