| 2025 | AAAI | V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer. | Hangzhou He, Lei Zhu, Xinliang Zhang, Shuang Zeng, Qian Chen, Yanye Lu |
| 2025 | AAAI | Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation. | Zhenxin Lei, Man Yao, Jiakui Hu, Xinhao Luo, Yanye Lu, Bo Xu, Guoqi Li |
| 2025 | ICCV | Enhancing Image Restoration Transformer via Adaptive Translation Equivariance. | JiaKui Hu, Zhengjian Yao, Lujia Jin, Hangzhou He, Yanye Lu |
| 2025 | ICCV | Auto-Regressively Generating Multi-View Consistent Images. | JiaKui Hu, Yuxiao Yang, Jialun Liu, Jinbo Wu, Chen Zhao, Yanye Lu |
| 2025 | ICLR | Universal Image Restoration Pre-training via Degradation Classification. | Jiakui Hu, Lujia Jin, Zhengjian Yao, Yanye Lu |
| 2025 | MICCAI | Training-Free Test-Time Improvement for Explainable Medical Image Classification. | Hangzhou He, Jiachen Tang, Lei Zhu, Kaiwen Li, Yanye Lu |
| 2024 | AAAI | Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label. | Xinliang Zhang, Lei Zhu, Hangzhou He, Lujia Jin, Yanye Lu |
| 2024 | CVPR | Beyond Text: Frozen Large Language Models in Visual Signal Comprehension. | Lei Zhu, Fangyun Wei, Yanye Lu |
| 2024 | MICCAI | Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation. | Qian Chen, Lei Zhu, Hangzhou He, Xinliang Zhang, Shuang Zeng, Qiushi Ren, Yanye Lu |
| 2022 | BMVC | One-Pot Multi-Frame Denoising. | Lujia Jin, Shi Zhao, Lei Zhu, Qian Chen, Yanye Lu |
| 2022 | CVPR | Weakly Supervised Object Localization as Domain Adaption. | Lei Zhu, Qi She, Qian Chen, Yunfei You, Boyu Wang, Yanye Lu |
| 2022 | ECCV | Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization. | Lei Zhu, Qian Chen, Lujia Jin, Yunfei You, Yanye Lu |
| 2021 | CVPR | Learning the Superpixel in a Non-Iterative and Lifelong Manner. | Lei Zhu, Qi She, Bin Zhang, Yanye Lu, Zhilin Lu, Duo Li, Jie Hu |
| 2021 | ICCV | Unifying Nonlocal Blocks for Neural Networks. | Lei Zhu, Qi She, Duo Li, Yanye Lu, Xuejing Kang, Jie Hu, Changhu Wang |