Dynamic Random Walk for Superpixel Segmentation. - Lei Zhu 012; Xuejing Kang; Anlong Ming; Xuesong Zhang 001 (ACCV (6), 2018)

Adaptive Occlusion Boundary Extraction for Depth Inference. - Lizhu Ye; Lei Zhu 012; Xuejing Kang; Anlong Ming (ICIP, 2019)

A Spectral Nonlocal Block for Neural Networks. - Lei Zhu 012; Qi She; Lidan Zhang; Ping Guo (CoRR, 2019)

Dynamic Random Walk for Superpixel Segmentation. - Xuejing Kang; Lei Zhu 012; Anlong Ming (IEEE Trans. Image Process., 2020)

Involution: Inverting the Inherence of Convolution for Visual Recognition. - Duo Li; Jie Hu 019; Changhu Wang; Xiangtai Li; Qi She; Lei Zhu 012; Tong Zhang 001; Qifeng Chen (CVPR, 2021)

Learning the Superpixel in a Non-Iterative and Lifelong Manner. - Lei Zhu 012; Qi She; Bin Zhang; Yanye Lu; Zhilin Lu; Duo Li; Jie Hu 019 (CVPR, 2021)

MT-ORL: Multi-Task Occlusion Relationship Learning. - Panhe Feng; Qi She; Lei Zhu 012; Jiaxin Li; Lin Zhang 040; Zijian Feng; Changhu Wang; Chunpeng Li; Xuejing Kang; Anlong Ming (ICCV, 2021)

Unifying Nonlocal Blocks for Neural Networks. - Lei Zhu 012; Qi She; Duo Li; Yanye Lu; Xuejing Kang; Jie Hu 019; Changhu Wang (ICCV, 2021)

A Label Management Mechanism for Retinal Fundus Image Classification of Diabetic Retinopathy. - Mengdi Gao; Ximeng Feng; Mufeng Geng; Zhe Jiang; Lei Zhu 012; Xiangxi Meng 001; Chuanqing Zhou; Qiushi Ren; Yanye Lu (CoRR, 2021)

Background-aware Classification Activation Map for Weakly Supervised Object Localization. - Lei Zhu 012; Qi She; Qian Chen; Xiangxi Meng 001; Mufeng Geng; Lujia Jin; Zhe Jiang; Bin Qiu; Yunfei You; Yibao Zhang; Qiushi Ren; Yanye Lu (CoRR, 2021)

HDNet: Hybrid Distance Network for semantic segmentation. - Chunpeng Li; Xuejing Kang; Lei Zhu 012; Lizhu Ye; Panhe Feng; Anlong Ming (Neurocomputing, 2021)

One-Pot Multi-Frame Denoising. - Lujia Jin; Shi Zhao; Lei Zhu 012; Qian Chen; Yanye Lu (BMVC, 2022)

Weakly Supervised Object Localization as Domain Adaption. - Lei Zhu 012; Qi She; Qian Chen; Yunfei You; Boyu Wang 004; Yanye Lu (CVPR, 2022)

Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization. - Lei Zhu 012; Qian Chen; Lujia Jin; Yunfei You; Yanye Lu (ECCV (10), 2022)

Boosting medical image segmentation via conditional-synergistic convolution and lesion decoupling. - Huakun Yang; Qian Chen; Keren Fu; Lei Zhu 012; Lujia Jin; Bensheng Qiu; Qiushi Ren; Hongwei Du 004; Yanye Lu (Comput. Medical Imaging Graph., 2022)

Fast Camouflaged Object Detection via Edge-based Reversible Re-calibration Network. - Ge-Peng Ji; Lei Zhu 012; Mingchen Zhuge; Keren Fu (Pattern Recognit., 2022)

Explored Normalized Cut With Random Walk Refining Term for Image Segmentation. - Lei Zhu 012; Xuejing Kang; Lizhu Ye; Anlong Ming (IEEE Trans. Image Process., 2022)

Content-Noise Complementary Learning for Medical Image Denoising. - Mufeng Geng; Xiangxi Meng 001; Jiangyuan Yu; Lei Zhu 012; Lujia Jin; Zhe Jiang; Bin Qiu; Hui Li; Hanjing Kong; Jianmin Yuan; Kun Yang; Hongming Shan; et al. (IEEE Trans. Medical Imaging, 2022)

Triplet Cross-Fusion Learning for Unpaired Image Denoising in Optical Coherence Tomography. - Mufeng Geng; Xiangxi Meng 001; Lei Zhu 012; Zhe Jiang; Mengdi Gao; Zhiyu Huang; Bin Qiu; Yicheng Hu; Yibao Zhang; Qiushi Ren; Yanye Lu (IEEE Trans. Medical Imaging, 2022)

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)

Multi-level Asymmetric Contrastive Learning for Medical Image Segmentation Pre-training. - Shuang Zeng; Lei Zhu 012; Xinliang Zhang; Zifeng Tian; Qian Chen; Lujia Jin; Jiayi Wang; Yanye Lu (CoRR, 2023)

Discriminative ensemble meta-learning with co-regularization for rare fundus diseases diagnosis. - Mengdi Gao; Hongyang Jiang 001; Lei Zhu 012; Zhe Jiang; Mufeng Geng; Qiushi Ren; Yanye Lu (Medical Image Anal., 2023)

Background-Aware Classification Activation Map for Weakly Supervised Object Localization. - Lei Zhu 012; Qi She; Qian Chen; Xiangxi Meng 001; Mufeng Geng; Lujia Jin; Yibao Zhang; Qiushi Ren; Yanye Lu (IEEE Trans. Pattern Anal. Mach. Intell., 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)

Beyond Text: Frozen Large Language Models in Visual Signal Comprehension. - Lei Zhu 012; Fangyun Wei; Yanye Lu (CVPR, 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)

Scaling the Codebook Size of VQ-GAN to 100, 000 with a Utilization Rate of 99%. - Lei Zhu 012; Fangyun Wei; Yanye Lu; Dong Chen (NeurIPS, 2024)

Scaling the Codebook Size of VQGAN to 100,000 with a Utilization Rate of 99%. - Lei Zhu 012; Fangyun Wei; Yanye Lu; Dong Chen (CoRR, 2024)

One-Pot Multi-frame Denoising. - Lujia Jin; Qing Guo; Shi Zhao; Lei Zhu 012; Qian Chen; Qiushi Ren; Yanye Lu (Int. J. Comput. Vis., 2024)

PCNet: Prior Category Network for CT Universal Segmentation Model. - Yixin Chen; Yajuan Gao; Lei Zhu 012; Wenrui Shao; Yanye Lu; Hongbin Han; Zhaoheng Xie (IEEE Trans. Medical Imaging, 2024)

Boosting Weakly Supervised Object Localization and Segmentation With Domain Adaption. - Lei Zhu 012; Qi She; Qian Chen; Qiushi Ren; Yanye Lu (IEEE Trans. Pattern Anal. Mach. Intell., 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)

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)

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)

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; Lei Zhu 012; Hangzhou He; Xinliang Zhang; Qian Chen; May D. Wang; Yanye Lu; Qiushi Ren (CoRR, 2025)

Training-free Test-time Improvement for Explainable Medical Image Classification. - Hangzhou He; Jiachen Tang; Lei Zhu 012; Kaiwen Li; 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)