Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning. - Da-Wei Zhou 001; Hai-Long Sun; Han-Jia Ye; De-Chuan Zhan (CVPR, 2024)

Continual Learning with Pre-Trained Models: A Survey. - Da-Wei Zhou 001; Hai-Long Sun; Jingyi Ning; Han-Jia Ye; De-Chuan Zhan (IJCAI, 2024)

Parrot: Multilingual Visual Instruction Tuning. - Hai-Long Sun; Da-Wei Zhou 001; Yang Li; Shiyin Lu; Chao Yi; Qing-Guo Chen; Zhao Xu; Weihua Luo; Kaifu Zhang; De-Chuan Zhan; Han-Jia Ye (CoRR, 2024)

MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning. - Hai-Long Sun; Da-Wei Zhou 001; Hanbin Zhao; Le Gan; De-Chuan Zhan; Han-Jia Ye (AAAI, 2025)

Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning. - Hai-Long Sun; Zhun Sun; Houwen Peng; Han-Jia Ye (ACL (1), 2025)

Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models. - Yuhao Dong; Zuyan Liu; Hai-Long Sun; Jingkang Yang; Winston Hu; Yongming Rao; Ziwei Liu 002 (CVPR, 2025)

PILOT: a pre-trained model-based continual learning toolbox. - Hai-Long Sun; Da-Wei Zhou 001; De-Chuan Zhan; Han-Jia Ye (Sci. China Inf. Sci., 2025)

Multimodal Tabular Reasoning with Privileged Structured Information. - Jun-Peng Jiang; Yu Xia; Hai-Long Sun; Shiyin Lu; Qing-Guo Chen; Weihua Luo; Kaifu Zhang; De-Chuan Zhan; Han-Jia Ye (CoRR, 2025)