Shuyi Ouyang

According to our database, Shuyi Ouyang authored at least 13 papers between 2023 and 2026.

Collaborative distances:

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

2026

S²Match: Revisiting Weak-to-Strong Consistency From a Semantic Similarity Perspective for Semi-Supervised Medical Image Segmentation.

Shiao Xie, Hongyi Wang, Ziwei Niu, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

IEEE J. Biomed. Health Informatics, June, 2026

Lightweight Skin Lesion Images Segmentation Based on CNN and Transformer.

Tuoyu Ouyang, Huimin Quan, Guocai Liu, Shuyi Ouyang

Concurr. Comput. Pract. Exp., January, 2026

Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models.

Shuyi Ouyang, Hongyi Wang, Gongfan Fang, Xinyin Ma, Lanfen Lin, Xinchao Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps.

Sicheng Feng, Song Wang, Shuyi Ouyang, Lingdong Kong, Zikai Song, Jianke Zhu, Huan Wang, Xinchao Wang

CoRR, May, 2025

Region-Aware Anchoring Mechanism for Efficient Referring Visual Grounding.

Shuyi Ouyang, Ziwei Niu, Hongyi Wang, Yen-Wei Chen, Lanfen Lin

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images.

Hongyi Wang, Xiuju Du, Jing Liu, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation.

Shiao Xie, Hongyi Wang, Ziwei Niu, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

CoRR, 2024

LSMS: Language-guided Scale-aware MedSegmentor for Medical Image Referring Segmentation.

Shuyi Ouyang, Jinyang Zhang, Xiangye Lin, Xilai Wang, Qingqing Chen, Yen-Wei Chen, Lanfen Lin

CoRR, 2024

M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology Images.

Hongyi Wang, Xiuju Du, Jing Liu, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

CoRR, 2024

IRLSG: Invariant Representation Learning for Single-Domain Generalization in Medical Image Segmentation.

Ziwei Niu, Hao Sun, Shuyi Ouyang, Shiao Xie, Yen-Wei Chen, Ruofeng Tong, Lanfen Lin

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification.

Shuyi Ouyang, Hongyi Wang, Ziwei Niu, Zhenjia Bai, Shiao Xie, Yingying Xu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin

Proceedings of the 31st ACM International Conference on Multimedia, 2023

SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation.

Shuyi Ouyang, Hongyi Wang, Shiao Xie, Ziwei Niu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MCKD: Mutually Collaborative Knowledge Distillation For Federated Domain Adaptation And Generalization.

Ziwei Niu, Hongyi Wang, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin

Proceedings of the IEEE International Conference on Acoustics, 2023