Wang, Shujun

13 publications

ICLR 2026 Bridging Radiology and Pathology Foundation Models via Concept-Based Multimodal Co-Adaptation Yihang Chen, Yanyan Huang, Fuying Wang, Maximus Yeung, Yuming Jiang, Shujun Wang, Lequan Yu

ICLR 2026 Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series Guoqi Yu, Juncheng Wang, Chen Yang, Jing Qin, Angelica I Aviles-Rivero, Shujun Wang

NeurIPS 2025 AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation Qingqiu Li, Zihang Cui, Seongsu Bae, Jilan Xu, Runtian Yuan, Yuejie Zhang, Rui Feng, Quanli Shen, Xiaobo Zhang, Shang Gao, Junjun He, Shujun Wang

ICML 2025 Latent Imputation Before Prediction: A New Computational Paradigm for De Novo Peptide Sequencing Ye Du, Chen Yang, Nanxi Yu, Wanyu Lin, Qian Zhao, Shujun Wang

CVPR 2025 Synchronized Video-to-Audio Generation via Mel Quantization-Continuum Decomposition Juncheng Wang, Chao Xu, Cheng Yu, Lei Shang, Zhe Hu, Shujun Wang, Liefeng Bo

ICML 2024 Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling Guoqi Yu, Jing Zou, Xiaowei Hu, Angelica I Aviles-Rivero, Jing Qin, Shujun Wang

TMLR 2024 Single-Shot Plug-and-Play Methods for Inverse Problems Yanqi Cheng, Lipei Zhang, Zhenda Shen, Shujun Wang, Lequan Yu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

ICCV 2023 ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis Yanyan Huang, Weiqin Zhao, Shujun Wang, Yu Fu, Yuming Jiang, Lequan Yu

AAAI 2023 MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis Weiqin Zhao, Shujun Wang, Maximus C. F. Yeung, Tianye Niu, Lequan Yu

ICLRW 2023 Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition Through the Lens of Robustness Yanqi Cheng, Lihao Liu, Shujun Wang, Yueming Jin, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

NeurIPS 2022 Multi-Granularity Cross-Modal Alignment for Generalized Medical Visual Representation Learning Fuying Wang, Yuyin Zhou, Shujun Wang, Varut Vardhanabhuti, Lequan Yu

ECCV 2020 Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization Shujun Wang, Lequan Yu, Caizi Li, Chi-Wing Fu, Pheng-Ann Heng

AAAI 2020 Towards Cross-Modality Medical Image Segmentation with Online Mutual Knowledge Distillation Kang Li, Lequan Yu, Shujun Wang, Pheng-Ann Heng