Zhang, Yunlong

8 publications

ICLR 2025 PathGen-1.6m: 1.6 Million Pathology Image-Text Pairs Generation Through Multi-Agent Collaboration Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Jingxiong Li, Xuan Gong, Xinheng Lyu, Tao Lin, Lin Yang

NeurIPS 2025 PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization Honglin Li, Zhongyi Shui, Yunlong Zhang, Chenglu Zhu, Lin Yang

ECCV 2024 Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification Yunlong Zhang, Honglin Li, Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Lin Yang

AAAI 2024 PathAsst: A Generative Foundation AI Assistant Towards Artificial General Intelligence of Pathology Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Lin Sun, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang

ECCV 2024 PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology Yuxuan Sun, Hao Wu, Chenglu Zhu, Sunyi Zheng, Qizi Chen, Kai Zhang, Yunlong Zhang, Dan Wan, Xiaoxiao Lan, Mengyue Zheng, Jingxiong Li, Xinheng Lyu, Tao Lin, Lin Yang

NeurIPS 2024 Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis Honglin Li, Yunlong Zhang, Pingyi Chen, Zhongyi Shui, Chenglu Zhu, Lin Yang

ECCV 2024 Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Sunyi Zheng, Jingxiong Li, Honglin Li, Yuxuan Sun, Ruizhe Guo, Lin Yang

CVPR 2023 Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification Honglin Li, Chenglu Zhu, Yunlong Zhang, Yuxuan Sun, Zhongyi Shui, Wenwei Kuang, Sunyi Zheng, Lin Yang