Sunyi Zheng

Joined

November 2022

Names

Sunyi Zheng (Preferred)

Emails

****@westlake.edu.cn (Confirmed)

****@tmu.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Postdoc

Westlake University (westlake.edu.cn)

2021 – 2023

PhD student

University of Groningen (rug.nl)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Peter van Ooijen

2017 – 2021

Expertise

Medical image analysis

Present

Generative modeling

Present

Cell recognition

Present

Unsupervised detection

Present

Class imbalance

Present

Weakly supervised detection

Present

Multiple-instance learning

Present

Multimodality

Present

Publications

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
- MM2024 Oral
- Readers: Everyone
Test-Time Training for Semantic Segmentation with Output Contrastive Loss
Yunlong Zhang, Yuxuan Sun, Sunyi Zheng, Chenglu Zhu, Zhongyi Shui, Lin Yang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- CoRR 2023
- Readers: Everyone
Semi-supervised Cell Recognition under Point Supervision
Zhongyi Shui, Yizhi Zhao, Sunyi Zheng, Yunlong Zhang, Honglin Li, Shichuan Zhang, Xiaoxuan Yu, Chenglu Zhu, Lin Yang
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- CoRR 2023
- Readers: Everyone
Deformable Proposal-Aware P2PNet: A Universal Network for Cell Recognition under Point Supervision
Zhongyi Shui, Sunyi Zheng, Xiaoxuan Yu, Shichuan Zhang, Honglin Li, Jingxiong Li, Lin Yang
- Published: 01 Jan 2023, Last Modified: 27 Jun 2023
- CoRR 2023
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- MICCAI (2) 2022
- Readers: Everyone
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
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- CoRR 2022
- Readers: Everyone
ChrSNet: Chromosome Straightening Using Self-attention Guided Networks
Sunyi Zheng, Jingxiong Li, Zhongyi Shui, Chenglu Zhu, Yunlong Zhang, Pingyi Chen, Lin Yang
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- MICCAI (4) 2022
- Readers: Everyone
End-to-End Cell Recognition by Point Annotation
Zhongyi Shui, Shichuan Zhang, Chenglu Zhu, Bingchuan Wang, Pingyi Chen, Sunyi Zheng, Lin Yang
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- MICCAI (4) 2022
- Readers: Everyone

View all 17 publications

Co-Authors

View all 27 co-authors