Yuxuan Sun

According to our database, Yuxuan Sun authored at least 33 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic.

Yuxuan Sun, Yixuan Si, Chenglu Zhu, Kai Zhang, Zhongyi Shui, Bowen Ding, Tao Lin, Lin Yang

CoRR, May, 2025

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images.

Zhongyi Shui, Ruizhe Guo, Honglin Li, Yuxuan Sun, Yunlong Zhang, Chenglu Zhu, Jiatong Cai, Pingyi Chen, Yanzhou Su, Lin Yang

CoRR, March, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Stable Test-Time Training for Semantic Segmentation with Output Contrastive Loss.

Yunlong Zhang, Zhongyi Shui, Honglin Li, Yuxuan Sun, Chenglu Zhu, Lin Yang

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology.

Yuxuan Sun, Yixuan Si, Chenglu Zhu, Xuan Gong, Kai Zhang, Pingyi Chen, Ye Zhang, Zhongyi Shui, Tao Lin, Lin Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MMMU-Pro: A More Robust Multi-discipline Multimodal Understanding Benchmark.

Xiang Yue, Tianyu Zheng, Yuansheng Ni, Yubo Wang, Kai Zhang, Shengbang Tong, Yuxuan Sun, Botao Yu, Ge Zhang, Huan Sun, Yu Su, Wenhu Chen, Graham Neubig

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Masked Conditional Variational Autoencoders for Chromosome Straightening.

Jingxiong Li, Sunyi Zheng, Zhongyi Shui, Shichuan Zhang, Linyi Yang, Yuxuan Sun, Yunlong Zhang, Honglin Li, Yuanxin Ye, Peter M. A. van Ooijen, Kang Li, Lin Yang

IEEE Trans. Medical Imaging, January, 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, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin

CoRR, 2024

Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis.

Honglin Li, Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Shichuan Zhang, Zhongyi Shui, Pingyi Chen, Jingxiong Li, Sunyi Zheng, Can Cui, Lin Yang

CoRR, 2024

PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration.

Yuxuan Sun, Yunlong Zhang, Yixuan Si, Chenglu Zhu, Zhongyi Shui, Kai Zhang, Jingxiong Li, Xingheng Lyu, Tao Lin, Lin Yang

CoRR, 2024

Benchmarking PathCLIP for Pathology Image Analysis.

Sunyi Zheng, Xiaonan Cui, Yuxuan Sun, Jingxiong Li, Honglin Li, Yunlong Zhang, Pingyi Chen, Xueping Jing, Zhaoxiang Ye, Lin Yang

CoRR, 2024

UWB Radar Signal Kick Detection for Tailgate Unlocking Based on Spatio-Temporal Network.

Yuhan Wang, Shuang Yan, Yiling Fu, Tianyun Shangguan, Yuxuan Sun, Lin Sun

Proceedings of the IEEE International Conference on Mobility, 2024

PathUp: Patch-wise Timestep Tracking for Multi-class Large Pathology Image Synthesising Diffusion Model.

Jingxiong Li, Sunyi Zheng, Chenglu Zhu, Yuxuan Sun, Pingyi Chen, Zhongyi Shui, Yunlong Zhang, Honglin Li, Lin Yang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Context-Aware Text-Assisted Multimodal Framework for Cervical Cytology Cell Diagnosis and Chatting.

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Yunlong Zhang, Honglin Li, Lin Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.

Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin

Proceedings of the Twelfth International Conference on Learning Representations, 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

Proceedings of the Computer Vision - ECCV 2024, 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

Proceedings of the Computer Vision - ECCV 2024, 2024

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

Xiang Yue, Yuansheng Ni, Tianyu Zheng, Kai Zhang, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unleashing the Power of Prompt-driven Nucleus Instance Segmentation.

Zhongyi Shui, Yunlong Zhang, Kai Yao, Chenglu Zhu, Yuxuan Sun, Lin Yang

CoRR, 2023

Test-Time Training for Semantic Segmentation with Output Contrastive Loss.

Yunlong Zhang, Yuxuan Sun, Sunyi Zheng, Zhongyi Shui, Chenglu Zhu, Lin Yang

CoRR, 2023

Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification.

Yunlong Zhang, Honglin Li, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Lin Yang

CoRR, 2023

Multimodal Question Answering for Unified Information Extraction.

Yuxuan Sun, Kai Zhang, Yu Su

CoRR, 2023

PathAsst: Redefining Pathology through Generative Foundation AI Assistant for Pathology.

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng, Kai Zhang, Zhongyi Shui, Xiaoxuan Yu, Yizhi Zhao, Honglin Li, Yunlong Zhang, Ruojia Zhao, Xinheng Lyu, Lin Yang

CoRR, 2023

Assessing the Robustness of Deep Learning-Assisted Pathological Image Analysis Under Practical Variables of Imaging System.

Yuxuan Sun, Chenglu Zhu, Yunlong Zhang, Honglin Li, Pingyi Chen, Lin Yang

Proceedings of the IEEE International Conference on Acoustics, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Benchmarking the Robustness of Deep Neural Networks to Common Corruptions in Digital Pathology.

Yunlong Zhang, Yuxuan Sun, Honglin Li, Sunyi Zheng, Chenglu Zhu, Lin Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Weakly Supervised Classification using Multi-Level Instance-Aware Optimization on Cervical Cytologic Image.

Chenglu Zhu, Yuxuan Sun, Honglin Li, Can Cui, Shichuan Zhang, Jiatong Cai, Yang Ling

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Category Separation For Weakly Supervised Multi-Class Cell Counting.

Jiatong Cai, Chenglu Zhu, Pingyi Chen, Shichuan Zhang, Honglin Li, Yuxuan Sun, Lin Yang

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2020

Joint Learning of Token Context and Span Feature for Span-Based Nested NER.

Lin Sun, Yuxuan Sun, Fule Ji, Chi Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2020

ETIP: a lengthy nested NER problem for Chinese insurance policy analysis.

Lin Sun, Kai Zhang, Yuxuan Sun, Fangsheng Weng, Jianwei Zhang

Pattern Anal. Appl., 2020

Attention-based Deep Learning Model for Text Readability Evaluation.

Yuxuan Sun, Keying Chen, Lin Sun, Chenlu Hu

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER.

Lin Sun, Jiquan Wang, Yindu Su, Fangsheng Weng, Yuxuan Sun, Zengwei Zheng, Yuanyi Chen

Proceedings of the 28th International Conference on Computational Linguistics, 2020