Publications

Jun Cheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du (2024). Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).

Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao (2024). Smile: Zero-shot sparse mixture of low-rank experts construction from pre-trained foundation models. arXiv preprint arXiv:2408.10174.

Juncheng Yang, Zuchao Li, Chao Li, Shuai Xie, Wei Yu, Shijun Li (2024). Generalizing to unseen domains via patchmix. Multimedia Systems.

Juncheng Yang, Qiwei Li, Shuai Xie, Wei Yu, Shijun Li (2024). Dsdrnet: Disentangling representation and reconstruct network for domain generalization. 2024 International Joint Conference on Neural Networks (IJCNN).

Juncheng Yang, Zuchao Li, Shuai Xie, Weiping Zhu, Wei Yu, Shijun Li (2024). Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models. 2024 IEEE International Conference on Multimedia and Expo (ICME).

Juncheng Yang, Shuai Xie, Shuxia Li, Zengyu Cai, Yijia Li, Weiping Zhu (2024). CoCM: Conditional Cross-Modal Learning for Vision-Language Models. Electronics.

Chao Xue, Wei Liu, Shuai Xie, Zhenfang Wang, Jiaxing Li, Xuyang Peng, Liang Ding, Shanshan Zhao, Qiong Cao, Yibo Yang, Others (2023). OmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System. arXiv preprint arXiv:2303.00501.

Shuai Xie, Zunlei Feng, Ying Chen, Songtao Sun, Chao Ma, Mingli Song (2020). Deal: Difficulty-aware active learning for semantic segmentation. Proceedings of the Asian conference on computer vision.