Cross-domain feature enhancement for unsupervised domain adaptation. - Sifan Long 001; Shengsheng Wang 001; Xin Zhao 021; Zihao Fu; Bilin Wang (Appl. Intell., 2022)

Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers. - Sifan Long 001; Zhen Zhao 001; Jimin Pi; Shengsheng Wang 001; Jingdong Wang 001 (CVPR, 2023)

Instance-Specific and Model-Adaptive Supervision for Semi-Supervised Semantic Segmentation. - Zhen Zhao 001; Sifan Long 001; Jimin Pi; Jingdong Wang 001; Luping Zhou (CVPR, 2023)

Augmentation Matters: A Simple-Yet-Effective Approach to Semi-Supervised Semantic Segmentation. - Zhen Zhao 001; Lihe Yang; Sifan Long 001; Jimin Pi; Luping Zhou; Jingdong Wang 001 (CVPR, 2023)

Task-Oriented Multi-Modal Mutual Learning for Vision-Language Models. - Sifan Long 001; Zhen Zhao 001; Junkun Yuan; Zichang Tan; Jiangjiang Liu 006; Luping Zhou; Shengsheng Wang 001; Jingdong Wang 001 (ICCV, 2023)

HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception. - Junkun Yuan; Xinyu Zhang 015; Hao Zhou 039; Jian Wang 066; Zhongwei Qiu; Zhiyin Shao; Shaofeng Zhang; Sifan Long 001; Kun Kuang 001; Kun Yao; Junyu Han; Errui Ding; et al. (NeurIPS, 2023)

Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models. - Sifan Long 001; Zhen Zhao 001; Junkun Yuan; Zichang Tan; Jiangjiang Liu 006; Luping Zhou; Shengsheng Wang 001; Jingdong Wang 001 (CoRR, 2023)

Sample separation and domain alignment complementary learning mechanism for open set domain adaptation. - Sifan Long 001; Sheng-Sheng Wang 001; Xin Zhao 021; Zihao Fu; Bilin Wang (Appl. Intell., 2023)

Causal view mechanism for adversarial domain adaptation. - Zihao Fu; Sheng-Sheng Wang 001; Xin Zhao 021; Sifan Long 001; Bilin Wang (Multim. Tools Appl., 2023)

Towards Small Object Editing: A Benchmark Dataset and A Training-Free Approach. - Qihe Pan; Zhen Zhao 001; Zicheng Wang 012; Sifan Long 001; Yiming Wu 005; Wei Ji 008; Haoran Liang 001; Ronghua Liang (ACM Multimedia, 2024)

Troublemaker Learning for Low-Light Image Enhancement. - Yinghao Song; Zhiyuan Cao; Wanhong Xiang; Sifan Long 001; Bo Yang 002; Hongwei Ge; Yanchun Liang 001; Chunguo Wu (CoRR, 2024)

Training-Free Unsupervised Prompt for Vision-Language Models. - Sifan Long 001; Linbin Wang; Zhen Zhao 001; Zichang Tan; Yiming Wu 005; Shengsheng Wang 001; Jingdong Wang 001 (CoRR, 2024)

SOEDiff: Efficient Distillation for Small Object Editing. - Qihe Pan; Zicheng Wang 012; Zhen Zhao 001; Yiming Wu 005; Sifan Long 001; Haoran Liang 001; Ronghua Liang (CoRR, 2024)

Bidirectional feature enhancement transformer for unsupervised domain adaptation. - Zhiwei Hao; Sheng-Sheng Wang 001; Sifan Long 001; Yiyang Li; Hao Chai (Vis. Comput., 2024)

Prompt-induced prototype alignment for few-shot unsupervised domain adaptation. - Yongguang Li; Sifan Long 001; Sheng-Sheng Wang 001; Xin Zhao 021; Yiyang Li (Expert Syst. Appl., 2025)

A Slim Prompt-Averaged Consistency prompt learning for vision-language model. - Siyu He; Sheng-Sheng Wang 001; Sifan Long 001 (Knowl. Based Syst., 2025)

Mutual Prompt Leaning for Vision Language Models. - Sifan Long 001; Zhen Zhao 001; Junkun Yuan; Zichang Tan; Jiangjiang Liu 006; Jingyuan Feng; Sheng-Sheng Wang 001; Jingdong Wang 001 (Int. J. Comput. Vis., 2025)

SOEDiff: Efficient Distillation for Small Object Editing. - Yiming Wu 005; Qihe Pan; Zhen Zhao 001; Zicheng Wang 012; Sifan Long 001; Ronghua Liang (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Semantic consistency learning across temporal scales for weakly supervised video anomaly detection. - Guanghui Xu; Sifan Long 001; Hongwei Ge; Enxuan Gu; Zidi Li; Zhaoqin Wang (Knowl. Based Syst., 2026)