VDT: General-purpose Video Diffusion Transformers via Mask Modeling. International Conference on Learning Representations (ICLR).

Haoyu Lu, Guoxing Yang, Nanyi Fei, Yuqi Huo, Zhiwu Lu, Ping Luo, Mingyu Ding.

BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling. In Advances in Neural Information Processing Systems (NeurIPS), 22699-22712.

Yizhao Gao, Nanyi Fei, Haoyu Lu, Zhiwu Lu, Hao Jiang, Yijie Li, Zhao Cao.

Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Yutian Luo, Shiqi Zhao, Haoran Wu, Zhiwu Lu.

UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling. International Conference on Learning Representations (ICLR).

Haoyu Lu, Yuqi Huo, Guoxing Yang, Zhiwu Lu, Wei Zhan, Masayoshi Tomizuka, Mingyu Ding.

Towards artificial general intelligence via a multimodal foundation model. Nature Communications 13, 3094.

Nanyi Fei, Zhiwu Lu, Yizhao Gao, Guoxing Yang, Yuqi Huo, Jingyuan Wen, Haoyu Lu, Ruihua Song, Xin Gao, Tao Xiang, Hao Sun, Ji-Rong Wen.

LGDN: Language-Guided Denoising Network for Video-Language Modeling. In Advances in Neural Information Processing Systems (NeurIPS), 25198-25211.

Haoyu Lu, Mingyu Ding, Nanyi Fei, Yuqi Huo, Zhiwu Lu.

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 15692-15701.

Haoyu Lu, Nanyi Fei, Yuqi Huo, Yizhao Gao, Zhiwu Lu, Ji-Rong Wen.

L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2951-2960.

Guoxing Yang, Nanyi Fei, Mingyu Ding, Guangzhen Liu, Zhiwu Lu, Tao Xiang.