Shuyi Ouyang

According to our database, Shuyi Ouyang authored at least 9 papers between 2023 and 2025.

Collaborative distances:

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

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

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 AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 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