Shu Yang

According to our database, Shu Yang authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SurgPETL: Parameter-Efficient Image-to-Surgical-Video Transfer Learning for Surgical Phase Recognition.

Shu Yang, Zhiyuan Cai, Luyang Luo, Ning Ma, Shuchang Xu, Hao Chen

IEEE Trans. Medical Imaging, March, 2026

Comparative validation of surgical phase recognition, instrument keypoint estimation, and instrument instance segmentation in endoscopy: Results of the PhaKIR 2024 challenge.

Tobias Rueckert, David Rauber, Raphaela Maerkl, Leonard Klausmann, Suemeyye R. Yildiran, Max Gutbrod, Danilo Weber Nunes, Alvaro Fernandez Moreno, Imanol Luengo, Danail Stoyanov, Nicolas Toussaint, Enki Cho, Hyeon Bae Kim, Oh Sung Choo, Ka Young Kim, Seong Tae Kim, Gonçalo Arantes, Kehan Song, Jianjun Zhu, Junchen Xiong, Tingyi Lin, Shunsuke Kikuchi, Hiroki Matsuzaki, Atsushi Kouno, João Renato Ribeiro Manesco, João Paulo Papa, Tae-Min Choi, Tae Kyeong Jeong, Juyoun Park, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Runzhi Wu, Mengya Xu, An Wang, Long Bai, Hongliang Ren, Amine Yamlahi, Jakob Hennighausen, Lena Maier-Hein, Satoshi Kondo, Satoshi Kasai, Kousuke Hirasawa, Shu Yang, Yihui Wang, Hao Chen, Santiago Rodríguez, Nicolás Aparicio, Leonardo Manrique, Juan Camilo Lyons, Olivia Hosie, Nicolás Ayobi, Pablo Arbeláez, Yiping Li, Yasmina Al Khalil, Sahar Nasirihaghighi, Stefanie Speidel, Daniel Rueckert, Hubertus Feussner, Dirk Wilhelm, Christoph Palm

Medical Image Anal., 2026

2025

MambaMIL+: Modeling Long-Term Contextual Patterns for Gigapixel Whole Slide Image.

Qian Zeng, Yihui Wang, Shu Yang, Yingxue Xu, Fengtao Zhou, Jiabo Ma, Dejia Cai, Zhengyu Zhang, Lijuan Qu, Yu Wang, Li Liang, Hao Chen

CoRR, December, 2025

GenAR: Next-Scale Autoregressive Generation for Spatial Gene Expression Prediction.

Jiarui Ouyang, Yihui Wang, Yihang Gao, Yingxue Xu, Shu Yang, Hao Chen

CoRR, October, 2025

A Versatile Foundation Model for AI-enabled Mammogram Interpretation.

Fuxiang Huang, Jiayi Zhu, Yunfang Yu, Yu Xie, Yuan Guo, Qingcong Kong, Mingxiang Wu, Xinrui Jiang, Shu Yang, Jiabo Ma, Ziyi Liu, Zhe Xu, Zhixuan Chen, Yujie Tan, Zifan He, Luhui Mao, Xi Wang, Junlin Hou, Lei Zhang, Qiong Luo, Zhenhui Li, Herui Yao, Hao Chen

CoRR, September, 2025

Real-Time Semantic Segmentation via a Densely Aggregated Bilateral Network.

Shu Yang, Lu Zhang, Shuai Liu, Huchuan Lu, Hao Chen

IEEE Trans. Neural Networks Learn. Syst., January, 2025

ConceptCLIP: Towards Trustworthy Medical AI via Concept-Enhanced Contrastive Langauge-Image Pre-training.

Yuxiang Nie, Sunan He, Yequan Bie, Yihui Wang, Zhixuan Chen, Shu Yang, Hao Chen

CoRR, January, 2025

Masked Diffusion Models for Unsupervised Anomaly Detection in Brain Images.

Rui Xu, Yunke Wang, Lihua Zhang, Yong Luo, Shu Yang, Yihui Wang, Bo Du, Hao Chen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Deformable Dynamic Sampling and Dynamic Predictable Mask Mining for Image Inpainting.

Cai Cai, Yu Zeng, Shu Yang, Xu Jia, Huchuan Lu, You He

IEEE Trans. Neural Networks Learn. Syst., December, 2024

A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model.

Yingxue Xu, Yihui Wang, Fengtao Zhou, Jiabo Ma, Shu Yang, Huangjing Lin, Xin Wang, Jiguang Wang, Li Liang, Anjia Han, Ronald Cheong Kin Chan, Hao Chen

CoRR, 2024

A Survey on Vision Mamba: Models, Applications and Challenges.

Rui Xu, Shu Yang, Yihui Wang, Bo Du, Hao Chen

CoRR, 2024

MedDr: Diagnosis-Guided Bootstrapping for Large-Scale Medical Vision-Language Learning.

Sunan He, Yuxiang Nie, Zhixuan Chen, Zhiyuan Cai, Hongmei Wang, Shu Yang, Hao Chen

CoRR, 2024

MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology.

Shu Yang, Yihui Wang, Hao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Surgformer: Surgical Transformer with Hierarchical Temporal Attention for Surgical Phase Recognition.

Shu Yang, Luyang Luo, Qiong Wang, Hao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2021

Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation.

Shu Yang, Lu Zhang, Jinqing Qi, Huchuan Lu, Shuo Wang, Xiaoxing Zhang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021