Multimodal Dataset Distillation via Phased Teacher Models.

Chenyang Jiang 0001 Harbin Institute of Technology, School of Computer Science and Technolog, Shenzhen, China https://orcid.org/0009-0009-1371-4495 Chenyang Jiang

Shengbin Guo Hang Zhao 0021 Senqiao Yang Chenyang Jiang 0001 Yuhang Cheng Xiangru Peng Rui Shao Zhuotao Tian Multimodal Dataset Distillation via Phased Teacher Models. 2026 March abs/2603.25388 CoRR https://doi.org/10.48550/arXiv.2603.25388 db/journals/corr/corr2603.html#abs-2603-25388 streams/journals/corr

Zhengcen Li Chenyang Jiang 0001 Hang Zhao 0021 Shiyang Zhou Yunyang Mo Feng Gao Fan Yang Qiben Shan Shaocong Wu Jingyong Su Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale. 2026 April abs/2604.04634 CoRR https://doi.org/10.48550/arXiv.2604.04634 db/journals/corr/corr2604.html#abs-2604-04634 streams/journals/corr

Zhengcen Li Chenyang Jiang 0001 Liangxu Su Tong Shao Shiyang Zhou Ming Tao Jingyong Su Video as Natural Augmentation: Towards Unified AI-Generated Image and Video Detection. 2026 May abs/2605.21977 CoRR https://doi.org/10.48550/arXiv.2605.21977 db/journals/corr/corr2605.html#abs-2605-21977 streams/journals/corr

Chenyang Jiang 0001 Hang Zhao 0021 Xinyu Zhang Zhengcen Li Qiben Shan Shaocong Wu Jingyong Su Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation. 2025 NeurIPS http://papers.nips.cc/paper_files/paper/2025/hash/c07bc8b520aa87326b015b0da6a70b48-Abstract-Conference.html conf/nips/2025 db/conf/nips/neurips2025.html#JiangZZLSWS25

Chenyang Jiang 0001 Zhengcen Li Hang Zhao 0021 Qiben Shan Shaocong Wu Jingyong Su Beyond Pixels: Efficient Dataset Distillation via Sparse Gaussian Representation. 2025 September abs/2509.26219 CoRR https://doi.org/10.48550/arXiv.2509.26219 db/journals/corr/corr2509.html#abs-2509-26219 streams/journals/corr

Chenyang Jiang 0001 Hang Zhao 0021 Xinyu Zhang Zhengcen Li Qiben Shan Shaocong Wu Jingyong Su Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation. 2025 November abs/2511.17914 CoRR https://doi.org/10.48550/arXiv.2511.17914 db/journals/corr/corr2511.html#abs-2511-17914 streams/journals/corr

Yuhang Cheng Feng Gao Shengbin Guo Zhengcen Li Yunyang Mo Xiangru Peng Qiben Shan Rui Shao Tong Shao Jingyong Su Liangxu Su Ming Tao Zhuotao Tian Shaocong Wu Fan Yang Senqiao Yang Xinyu Zhang Hang Zhao 0021 Shiyang Zhou