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 (AAAI, 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 005; Lequan Yu (ICCV, 2023)

Transformer-Based Multimodal Fusion for Survival Prediction by Integrating Whole Slide Images, Clinical, and Genomic Data. - Yihang Chen 001; Weiqin Zhao; Lequan Yu (ISBI, 2023)

HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis. - Ziyu Guo; Weiqin Zhao; Shujun Wang; Lequan Yu (MICCAI (6), 2023)

Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement. - Yanyan Huang; Weiqin Zhao; Yihang Chen 001; Yu Fu; Lequan Yu (NeurIPS, 2024)

Aligning knowledge concepts to whole slide images for precise histopathology image analysis. - Weiqin Zhao; Ziyu Guo; Yinshuang Fan; Yuming Jiang 005; Maximus C. F. Yeung; Lequan Yu (npj Digit. Medicine, 2024)

From Layers to States: A State Space Model Perspective to Deep Neural Network Layer Dynamics. - Qinshuo Liu; Weiqin Zhao; Wei Huang; Yanwen Fang; Lequan Yu; Guodong Li (ICLR, 2025)

Unleash the Power of State Space Model for Whole Slide Image With Local Aware Scanning and Importance Resampling. - Yanyan Huang; Weiqin Zhao; Yu Fu; Lingting Zhu; Lequan Yu (IEEE Trans. Medical Imaging, 2025)

HyperPath: Knowledge-Guided Hyperbolic Semantic Hierarchy Modeling for WSI Analysis. - Peixiang Huang; Yanyan Huang; Weiqin Zhao; Junjun He; Lequan Yu (CoRR, 2025)

TAD-Graph: Enhancing Whole Slide Image Analysis via Task-Aware Subgraph Disentanglement. - Fuying Wang; Jiayi Xin; Weiqin Zhao; Yuming Jiang 005; Maximus C. F. Yeung; Liansheng Wang; Lequan Yu (IEEE Trans. Medical Imaging, 2025)