RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER. - Lin Sun 006; Jiquan Wang; Yindu Su; Fangsheng Weng; Yuxuan Sun 002; Zengwei Zheng; Yuanyi Chen (COLING, 2020)

Attention-based Deep Learning Model for Text Readability Evaluation. - Yuxuan Sun 002; Keying Chen; Lin Sun 006; Chenlu Hu (IJCNN, 2020)

ETIP: a lengthy nested NER problem for Chinese insurance policy analysis. - Lin Sun 006; Kai Zhang 033; Yuxuan Sun 002; Fangsheng Weng; Jianwei Zhang (Pattern Anal. Appl., 2020)

Joint Learning of Token Context and Span Feature for Span-Based Nested NER. - Lin Sun 006; Yuxuan Sun 002; Fule Ji; Chi Wang (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Category Separation For Weakly Supervised Multi-Class Cell Counting. - Jiatong Cai; Chenglu Zhu; Pingyi Chen; Shichuan Zhang; Honglin Li 001; Yuxuan Sun 002; Lin Yang 002 (ISBI, 2022)

Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image. - Chenglu Zhu; Yuxuan Sun 002; Honglin Li 001; Can Cui; Shichuan Zhang; Jiatong Cai; Yang Ling (ISBI, 2022)

Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology. - Yunlong Zhang; Yuxuan Sun 002; Honglin Li 001; Sunyi Zheng; Chenglu Zhu; Lin Yang 002 (MICCAI (2), 2022)

Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification. - Honglin Li 001; Chenglu Zhu; Yunlong Zhang; Yuxuan Sun 002; Zhongyi Shui; Wenwei Kuang; Sunyi Zheng; Lin Yang 002 (CVPR, 2023)

Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System. - Yuxuan Sun 002; Chenglu Zhu; Yunlong Zhang; Honglin Li 001; Pingyi Chen; Lin Yang 002 (ICASSP, 2023)

PathAsst: Redefining Pathology through Generative Foundation AI Assistant for Pathology. - Yuxuan Sun 002; Chenglu Zhu; Sunyi Zheng; Kai Zhang 033; Zhongyi Shui; Xiaoxuan Yu; Yizhi Zhao; Honglin Li 001; Yunlong Zhang; Ruojia Zhao; Xinheng Lyu; Lin Yang 002 (CoRR, 2023)

Multimodal Question Answering for Unified Information Extraction. - Yuxuan Sun 002; Kai Zhang 033; Yu Su 001 (CoRR, 2023)

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification. - Yunlong Zhang; Honglin Li 001; Yuxuan Sun 002; Sunyi Zheng; Chenglu Zhu; Lin Yang 002 (CoRR, 2023)

Test-Time Training for Semantic Segmentation with Output Contrastive Loss. - Yunlong Zhang; Yuxuan Sun 002; Sunyi Zheng; Zhongyi Shui; Chenglu Zhu; Lin Yang 002 (CoRR, 2023)

Unleashing the Power of Prompt-driven Nucleus Instance Segmentation. - Zhongyi Shui; Yunlong Zhang; Kai Yao; Chenglu Zhu; Yuxuan Sun 002; Lin Yang 002 (CoRR, 2023)

PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology. - Yuxuan Sun 002; Chenglu Zhu; Sunyi Zheng; Kai Zhang 033; Lin Sun 006; Zhongyi Shui; Yunlong Zhang; Honglin Li 001; Lin Yang 002 (AAAI, 2024)

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. - Xiang Yue; Yuansheng Ni; Tianyu Zheng; Kai Zhang 033; Ruoqi Liu; Ge Zhang 009; Samuel Stevens 001; Dongfu Jiang; Weiming Ren; Yuxuan Sun 002; Cong Wei 001; Botao Yu; et al. (CVPR, 2024)

Unleashing the Power of Prompt-Driven Nucleus Instance Segmentation. - Zhongyi Shui; Yunlong Zhang; Kai Yao; Chenglu Zhu; Sunyi Zheng; Jingxiong Li; Honglin Li 001; Yuxuan Sun 002; Ruizhe Guo; Lin Yang 002 (ECCV (27), 2024)

PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology. - Yuxuan Sun 002; Hao Wu 072; Chenglu Zhu; Sunyi Zheng; Qizi Chen; Kai Zhang 033; Yunlong Zhang; Dan Wan; Xiaoxiao Lan; Mengyue Zheng; Jingxiong Li; Xinheng Lyu; et al. (ECCV (62), 2024)

MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following. - Renze Lou; Kai Zhang 033; Jian Xie; Yuxuan Sun 002; Janice Ahn; Hanzi Xu; Yu Su 001; Wenpeng Yin 001 (ICLR, 2024)

Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting. - Yuxuan Sun 002; Chenglu Zhu; Sunyi Zheng; Yunlong Zhang; Honglin Li 001; Lin Yang 002 (ICME, 2024)

PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model. - Jingxiong Li; Sunyi Zheng; Chenglu Zhu; Yuxuan Sun 002; Pingyi Chen; Zhongyi Shui; Yunlong Zhang; Honglin Li 001; Lin Yang 002 (ACM Multimedia, 2024)

UWB Radar Signal Kick Detection for Tailgate Unlocking Based on Spatio-Temporal Network. - Yuhan Wang; Shuang Yan; Yiling Fu; Tianyun Shangguan; Yuxuan Sun 002; Lin Sun 006 (MOST, 2024)

Benchmarking PathCLIP for Pathology Image Analysis. - Sunyi Zheng; Xiaonan Cui; Yuxuan Sun 002; Jingxiong Li; Honglin Li 001; Yunlong Zhang; Pingyi Chen; Xueping Jing; Zhaoxiang Ye; Lin Yang 002 (CoRR, 2024)

PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration. - Yuxuan Sun 002; Yunlong Zhang; Yixuan Si; Chenglu Zhu; Zhongyi Shui; Kai Zhang 033; Jingxiong Li; Xingheng Lyu; Tao Lin 004; Lin Yang 002 (CoRR, 2024)

Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis. - Honglin Li 001; Yuxuan Sun 002; Chenglu Zhu; Yunlong Zhang; Shichuan Zhang; Zhongyi Shui; Pingyi Chen; Jingxiong Li; Sunyi Zheng; Can Cui; Lin Yang 002 (CoRR, 2024)

AAAR-1.0: Assessing AI's Potential to Assist Research. - Renze Lou; Hanzi Xu; Sijia Wang; Jiangshu Du; Ryo Kamoi; Xiaoxin Lu; Jian Xie; Yuxuan Sun 002; Yusen Zhang 001; Jihyun Janice Ahn; Hongchao Fang; Zhuoyang Zou; et al. (CoRR, 2024)

Masked Conditional Variational Autoencoders for Chromosome Straightening. - Jingxiong Li; Sunyi Zheng; Zhongyi Shui; Shichuan Zhang; Linyi Yang; Yuxuan Sun 002; Yunlong Zhang; Honglin Li 001; Yuanxin Ye; Peter M. A. van Ooijen; Kang Li 004; Lin Yang 002 (IEEE Trans. Medical Imaging, 2024)

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark. - Xiang Yue; Tianyu Zheng; Yuansheng Ni; Yubo Wang; Kai Zhang 033; Shengbang Tong; Yuxuan Sun 002; Botao Yu; Ge Zhang 009; Huan Sun 001; Yu Su 001; Wenhu Chen; et al. (ACL (1), 2025)

CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology. - Yuxuan Sun 002; Yixuan Si; Chenglu Zhu; Xuan Gong; Kai Zhang 033; Pingyi Chen; Ye Zhang; Zhongyi Shui; Tao Lin 004; Lin Yang 002 (CVPR, 2025)

Stable Test-Time Training for Semantic Segmentation with Output Contrastive Loss. - Yunlong Zhang; Zhongyi Shui; Honglin Li 001; Yuxuan Sun 002; Chenglu Zhu; Lin Yang 002 (ICASSP, 2025)

PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration. - Yuxuan Sun 002; Yunlong Zhang; Yixuan Si; Chenglu Zhu; Kai Zhang 033; Zhongyi Shui; Jingxiong Li; Xuan Gong; Xinheng Lyu; Tao Lin 004; Lin Yang 002 (ICLR, 2025)

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images. - Zhongyi Shui; Ruizhe Guo; Honglin Li 001; Yuxuan Sun 002; Yunlong Zhang; Chenglu Zhu; Jiatong Cai; Pingyi Chen; Yanzhou Su; Lin Yang 002 (CoRR, 2025)

CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic. - Yuxuan Sun 002; Yixuan Si; Chenglu Zhu; Kai Zhang 033; Zhongyi Shui; Bowen Ding; Tao Lin 004; Lin Yang 002 (CoRR, 2025)