| 2025 | AAAI | Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval. | Zelong Sun, Dong Jing, Guoxing Yang, Nanyi Fei, Zhiwu Lu |
| 2024 | ECIR | VEMO: A Versatile Elastic Multi-modal Model for Search-Oriented Multi-task Learning. | Nanyi Fei, Hao Jiang, Haoyu Lu, Jinqiang Long, Yanqi Dai, Tuo Fan, Zhao Cao, Zhiwu Lu |
| 2024 | ICLR | VDT: General-purpose Video Diffusion Transformers via Mask Modeling. | Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding |
| 2023 | UAI | Improvable Gap Balancing for Multi-Task Learning. | Yanqi Dai, Nanyi Fei, Zhiwu Lu |
| 2022 | COLING | Visual Prompt Tuning for Few-Shot Text Classification. | Jingyuan Wen, Yutian Luo, Nanyi Fei, Guoxing Yang, Zhiwu Lu, Hao Jiang, Jie Jiang, Zhao Cao |
| 2022 | CVPR | COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. | Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen |
| 2021 | CVPR | L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing. | Guoxing Yang, Nanyi Fei, Mingyu Ding, Guangzhen Liu, Zhiwu Lu, Tao Xiang |
| 2021 | ICCV | Z-Score Normalization, Hubness, and Few-Shot Learning. | Nanyi Fei, Yizhao Gao, Zhiwu Lu, Tao Xiang |
| 2021 | ICLR | MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning. | Nanyi Fei, Zhiwu Lu, Tao Xiang, Songfang Huang |
| 2021 | UAI | Contrastive prototype learning with augmented embeddings for few-shot learning. | Yizhao Gao, Nanyi Fei, Guangzhen Liu, Zhiwu Lu, Tao Xiang |
| 2020 | ACCV | Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision. | Nanyi Fei, Jiechao Guan, Zhiwu Lu, Yizhao Gao |