Zero-Shot Learning with Sparse Attribute Propagation. - Nanyi Fei; Jiajun Liu; Jiechao Guan; Zhiwu Lu 001; Tao Xiang 002; Ji-Rong Wen (CoRR, 2018)

Few-Shot Zero-Shot Learning: Knowledge Transfer with Less Supervision. - Nanyi Fei; Jiechao Guan; Zhiwu Lu 001; Yizhao Gao 004 (ACCV (3), 2020)

L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing. - Guoxing Yang; Nanyi Fei; Mingyu Ding; Guangzhen Liu; Zhiwu Lu 001; Tao Xiang 002 (CVPR, 2021)

Z-Score Normalization, Hubness, and Few-Shot Learning. - Nanyi Fei; Yizhao Gao 004; Zhiwu Lu 001; Tao Xiang 002 (ICCV, 2021)

MELR: Meta-Learning via Modeling Episode-Level Relationships for Few-Shot Learning. - Nanyi Fei; Zhiwu Lu 001; Tao Xiang 002; Songfang Huang (ICLR, 2021)

Compressed Video Contrastive Learning. - Yuqi Huo; Mingyu Ding; Haoyu Lu; Nanyi Fei; Zhiwu Lu 001; Ji-Rong Wen; Ping Luo 002 (NeurIPS, 2021)

Contrastive prototype learning with augmented embeddings for few-shot learning. - Yizhao Gao 004; Nanyi Fei; Guangzhen Liu; Zhiwu Lu 001; Tao Xiang 002 (UAI, 2021)

Contrastive Prototype Learning with Augmented Embeddings for Few-Shot Learning. - Yizhao Gao 004; Nanyi Fei; Guangzhen Liu; Zhiwu Lu 001; Tao Xiang 002; Songfang Huang (CoRR, 2021)

WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model. - Nanyi Fei; Zhiwu Lu 001; Yizhao Gao 004; Guoxing Yang; Yuqi Huo; Jingyuan Wen; Haoyu Lu; Ruihua Song; Xin Gao 001; Tao Xiang 002; Hao Sun 002; Ji-Rong Wen (CoRR, 2021)

Visual Prompt Tuning for Few-Shot Text Classification. - Jingyuan Wen; Yutian Luo; Nanyi Fei; Guoxing Yang; Zhiwu Lu 001; Hao Jiang 022; Jie Jiang; Zhao Cao (COLING, 2022)

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. - Haoyu Lu; Nanyi Fei; Yuqi Huo; Yizhao Gao 004; Zhiwu Lu 001; Ji-Rong Wen (CVPR, 2022)

BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling. - Yizhao Gao 004; Nanyi Fei; Haoyu Lu; Zhiwu Lu 001; Hao Jiang 022; Yijie Li; Zhao Cao (NeurIPS, 2022)

LGDN: Language-Guided Denoising Network for Video-Language Modeling. - Haoyu Lu; Mingyu Ding; Nanyi Fei; Yuqi Huo; Zhiwu Lu 001 (NeurIPS, 2022)

Supervised Contrastive Learning for Few-Shot Action Classification. - Hongfeng Han; Nanyi Fei; Zhiwu Lu 001; Ji-Rong Wen (ECML/PKDD (3), 2022)

Multimodal foundation models are better simulators of the human brain. - Haoyu Lu; Qiongyi Zhou; Nanyi Fei; Zhiwu Lu 001; Mingyu Ding; Jingyuan Wen; Changde Du; Xin Zhao 018; Hao Sun 002; Huiguang He; Ji-Rong Wen (CoRR, 2022)

DiST-GAN: Distillation-based Semantic Transfer for Text-Guided Face Generation. - Guoxing Yang; Feifei Fu; Nanyi Fei; Haoran Wu; Ruitao Ma; Zhiwu Lu 001 (ICME, 2023)

Improvable Gap Balancing for Multi-Task Learning. - Yanqi Dai; Nanyi Fei; Zhiwu Lu 001 (UAI, 2023)

VDT: An Empirical Study on Video Diffusion with Transformers. - Haoyu Lu; Guoxing Yang; Nanyi Fei; Yuqi Huo; Zhiwu Lu 001; Ping Luo 002; Mingyu Ding (CoRR, 2023)

Text-to-Chinese-painting Method Based on Multi-domain VQGAN. - Zelong Sun; Guoxing Yang; Jingyuan Wen; Nanyi Fei; Zhiwu Lu 001; Jirong Wen (Int. J. Softw. Informatics, 2023)

Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval. - Haoyu Lu; Yuqi Huo; Mingyu Ding; Nanyi Fei; Zhiwu Lu 001 (Mach. Intell. Res., 2023)

VEMO: A Versatile Elastic Multi-modal Model for Search-Oriented Multi-task Learning. - Nanyi Fei; Hao Jiang 022; Haoyu Lu; Jinqiang Long; Yanqi Dai; Tuo Fan; Zhao Cao; Zhiwu Lu 001 (ECIR (1), 2024)

VDT: General-purpose Video Diffusion Transformers via Mask Modeling. - Haoyu Lu; Guoxing Yang; Nanyi Fei; Yuqi Huo; Zhiwu Lu 001; Ping Luo 002; Mingyu Ding (ICLR, 2024)

FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding. - Dong Jing; Xiaolong He 003; Yutian Luo; Nanyi Fei; Guoxing Yang; Wei Wei; Huiwen Zhao; Zhiwu Lu 001 (NeurIPS, 2024)

CoTBal: Comprehensive Task Balancing for Multi-Task Visual Instruction Tuning. - Yanqi Dai; Dong Jing; Nanyi Fei; Zhiwu Lu 001 (CoRR, 2024)

Awaker2.5-VL: Stably Scaling MLLMs with Parameter-Efficient Mixture of Experts. - Jinqiang Long; Yanqi Dai; Guoxing Yang; Hongpeng Lin; Nanyi Fei; Yizhao Gao 004; Zhiwu Lu 001 (CoRR, 2024)

Leveraging Large Vision-Language Model as User Intent-Aware Encoder for Composed Image Retrieval. - Zelong Sun; Dong Jing; Guoxing Yang; Nanyi Fei; Zhiwu Lu 001 (AAAI, 2025)

Bridging Writing Manner Gap in Visual Instruction Tuning by Creating LLM-aligned Instructions. - Dong Jing; Nanyi Fei; Zhiwu Lu 001 (CoRR, 2025)