Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation. - Lei Zhu 012; Hangzhou He; Xinliang Zhang; Qian Chen; Shuang Zeng; Qiushi Ren; Yanye Lu (CoRR, 2023)

Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label. - Xinliang Zhang; Lei Zhu 012; Hangzhou He; Lujia Jin; Yanye Lu (AAAI, 2024)

On the Duality Between Sharpness-Aware Minimization and Adversarial Training. - Yihao Zhang; Hangzhou He; Jingyu Zhu; Huanran Chen; Yifei Wang; Zeming Wei (ICML, 2024)

Low-Rank Mixture-of-Experts for Continual Medical Image Segmentation. - Qian Chen; Lei Zhu 012; Hangzhou He; Xinliang Zhang; Shuang Zeng; Qiushi Ren; Yanye Lu (MICCAI (8), 2024)

V2C-CBM: Building Concept Bottlenecks with Vision-to-Concept Tokenizer. - Hangzhou He; Lei Zhu 012; Xinliang Zhang; Shuang Zeng; Qian Chen; Yanye Lu (AAAI, 2025)

Training-Free Test-Time Improvement for Explainable Medical Image Classification. - Hangzhou He; Jiachen Tang; Lei Zhu 012; Kaiwen Li; Yanye Lu (MICCAI (14), 2025)

Generative learning-based lightweight MRI brain tumor segmentation with missing modalities. - Xinliang Zhang; Qian Chen; Hangzhou He; Lei Zhu 012; Zhaoheng Xie; Yanye Lu; Fangxiao Cheng (Expert Syst. Appl., 2025)

Novel extraction of discriminative fine-grained feature to improve retinal vessel segmentation. - Shuang Zeng; Chee Hong Lee; Micky C. Nnamdi; Wenqi Shi; J. Ben Tamo; Hangzhou He; Xinliang Zhang; Qian Chen; May D. Wang; Lei Zhu 012; Yanye Lu; Qiushi Ren (Image Vis. Comput., 2025)

Exploiting Inherent Class Label: Towards Robust Scribble Supervised Semantic Segmentation. - Xinliang Zhang; Lei Zhu 012; Shuang Zeng; Hangzhou He; Ourui Fu; Zhengjian Yao; Zhaoheng Xie; Yanye Lu (CoRR, 2025)

SuperCL: Superpixel Guided Contrastive Learning for Medical Image Segmentation Pre-training. - Shuang Zeng; Lei Zhu 012; Xinliang Zhang; Hangzhou He; Yanye Lu (CoRR, 2025)

Enhancing Image Restoration Transformer via Adaptive Translation Equivariance. - Jiakui Hu; Zhengjian Yao; Lujia Jin; Hangzhou He; Yanye Lu (CoRR, 2025)

Branches Mutual Promotion for End-to-End Weakly Supervised Semantic Segmentation. - Lei Zhu 012; Xinliang Zhang; Hangzhou He; Qian Chen; Sha Li; Shuang Zeng; Yibao Zhang; Qiushi Ren; Yanye Lu (IEEE Trans. Neural Networks Learn. Syst., 2025)

I2R: Inter and Intra-image Refinement in Few Shot Segmentation. - Ourui Fu; Hangzhou He; Xinliang Zhang; Lei Zhu 012; Shuang Zeng; Zhaoheng Xie; Yanye Lu (CoRR, 2025)

Improve Retinal Artery/Vein Classification via Channel Couplin. - Shuang Zeng; Chee Hong Lee; Kaiwen Li; Boxu Xie; Ourui Fu; Hangzhou He; Lei Zhu 012; Yanye Lu; Fangxiao Cheng (CoRR, 2025)

Chat-CBM: Towards Interactive Concept Bottleneck Models with Frozen Large Language Models. - Hangzhou He; Lei Zhu 012; Kaiwen Li; Xinliang Zhang; Jiakui Hu; Ourui Fu; Zhengjian Yao; Yanye Lu (CoRR, 2025)