Language Semantic Graph Guided Data-Efficient Learning. - Wenxuan Ma 001; Shuang Li 008; Lincan Cai; Jingxuan Kang (NeurIPS, 2023)

Learning Modality Knowledge Alignment for Cross-Modality Transfer. - Wenxuan Ma 001; Shuang Li 008; Lincan Cai; Jingxuan Kang (ICML, 2024)

Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation. - Lincan Cai; Shuang Li 008; Wenxuan Ma 001; Jingxuan Kang; Binhui Xie; Zixun Sun; Chengwei Zhu (ICML, 2024)

From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection. - Lincan Cai; Jingxuan Kang; Shuang Li 008; Wenxuan Ma 001; Binhui Xie; Zhida Qin; Jian Liang 002 (CoRR, 2025)