Towards the Generalization of Contrastive Self-Supervised Learning. - Weiran Huang 001; Mingyang Yi; Xuyang Zhao; Zihao Jiang 005 (ICLR, 2023)

FILM: How can Few-Shot Image Classification Benefit from Pre-Trained Language Models? - Zihao Jiang 005; Yunkai Dang; Dong Pang; Huishuai Zhang; Weiran Huang 001 (CoRR, 2023)

InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4. - Lai Wei 005; Zihao Jiang 005; Weiran Huang 001; Lichao Sun 001 (CoRR, 2023)

AtomThink: A Slow Thinking Framework for Multimodal Mathematical Reasoning. - Kun Xiang; Zhili Liu; Zihao Jiang 005; Yunshuang Nie; Runhui Huang; Haoxiang Fan; Hanhui Li; Weiran Huang 001; Yihan Zeng; Jianhua Han; Lanqing Hong; Hang Xu 004; et al. (CoRR, 2024)

Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models? - Kun Xiang; Zhili Liu; Zihao Jiang 005; Yunshuang Nie; Kaixin Cai; Yiyang Yin; Runhui Huang; Haoxiang Fan; Hanhui Li; Weiran Huang 001; Yihan Zeng; Yu-Jie Yuan; et al. (CoRR, 2025)