Honglin Li

1. PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology
   2023/05/24 by Yuxuan Sun, Sun, Yuxuan, Chenglu Zhu +14 · 10 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Multimedia (cs.MM) #Scientific Computing and Data Management
2. Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
   2023/11/13 by Yunlong Zhang, Zhang, Yunlong, Honglin Li +9 · 10 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Domain Adaptation and Few-Shot Learning
3. Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification
   2023/03/15 by Honglin Li, Li, Honglin, Chenglu Zhu +13 · 7 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
4. WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
   2024/07/08 by Pingyi Chen, Chen, Pingyi, Chenglu Zhu +7 · 9 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
5. Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology
   2022/06/30 by Yunlong Zhang, Yuxuan Sun, Zhang, Yunlong +9 · 3 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
6. Benchmarking PathCLIP for Pathology Image Analysis
   2024/01/05 by Sunyi Zheng, Xiaonan Cui, Zheng, Sunyi +17 · 2 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #COVID-19 diagnosis using AI
7. Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
   2024/10/18 by Honglin Li, Li, Honglin, Yunlong Zhang +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
8. KDRL: Post-Training Reasoning LLMs via Unified Knowledge Distillation and Reinforcement Learning
   2025/06/02 by Honglin Li, Xu, Hongling, Qi Zhu +14 · 5 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
   2024/06/18 by Yunlong Zhang, Zhang, Yunlong, Honglin Li +11 · 2 citations
   Medicine · Neuroscience · Engineering · #COVID-19 diagnosis using AI #Brain Tumor Detection and Classification #Image Processing Techniques and Applications
10. WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
    2023/11/27 by Pingyi Chen, Chen, Pingyi, Honglin Li +7 · 1 citation
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
11. HS-STaR: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation
    2025/05/26 by Feng Xiong, Honglin Li, Xiong, Feng +8 · 4 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Statistical and Computational Modeling
12. Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost
    2026/07/19 by Honglin Li
    #cs.AI