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2020 – today
- 2026
[j1]Tuoyu Ouyang, Huimin Quan, Guocai Liu, Shuyi Ouyang:
Lightweight Skin Lesion Images Segmentation Based on CNN and Transformer. Concurr. Comput. Pract. Exp. 38(1) (2026)- [c7]Shuyi Ouyang, Hongyi Wang, Gongfan Fang, Xinyin Ma, Lanfen Lin, Xinchao Wang:
Taming the Phantom: Token-Asymmetric Filtering for Hallucination Mitigation in Large Vision-Language Models. AAAI 2026: 8206-8214 - 2025
- [c6]Hongyi Wang, Xiuju Du, Jing Liu, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin:
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images. AAAI 2025: 7709-7717 - [c5]Shuyi Ouyang, Ziwei Niu, Hongyi Wang, Yen-Wei Chen, Lanfen Lin:
Region-Aware Anchoring Mechanism for Efficient Referring Visual Grounding. ICCV 2025: 24192-24202 - [i6]Sicheng Feng
, Song Wang, Shuyi Ouyang, Lingdong Kong, Zikai Song, Jianke Zhu, Huan Wang, Xinchao Wang:
Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps. CoRR abs/2505.18675 (2025) - 2024
- [c4]Ziwei Niu, Hao Sun, Shuyi Ouyang, Shiao Xie, Yen-Wei Chen, Ruofeng Tong, Lanfen Lin:
IRLSG: Invariant Representation Learning for Single-Domain Generalization in Medical Image Segmentation. ICASSP 2024: 5585-5589 - [i5]Hongyi Wang, Xiuju Du, Jing Liu, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin:
M2ORT: Many-To-One Regression Transformer for Spatial Transcriptomics Prediction from Histopathology Images. CoRR abs/2401.10608 (2024) - [i4]Shuyi Ouyang, Hongyi Wang, Ziwei Niu, Zhenjia Bai, Shiao Xie, Yingying Xu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin:
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification. CoRR abs/2407.16244 (2024) - [i3]Shuyi Ouyang, Jinyang Zhang, Xiangye Lin, Xilai Wang, Qingqing Chen, Yen-Wei Chen, Lanfen Lin:
LSMS: Language-guided Scale-aware MedSegmentor for Medical Image Referring Segmentation. CoRR abs/2408.17347 (2024) - [i2]Hongyi Wang, Xiuju Du, Jing Liu, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin:
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images. CoRR abs/2409.15092 (2024) - [i1]Shiao Xie, Hongyi Wang, Ziwei Niu, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin:
SemSim: Revisiting Weak-to-Strong Consistency from a Semantic Similarity Perspective for Semi-supervised Medical Image Segmentation. CoRR abs/2410.13486 (2024) - 2023
- [c3]Ziwei Niu, Hongyi Wang, Hao Sun, Shuyi Ouyang, Yen-Wei Chen, Lanfen Lin:
MCKD: Mutually Collaborative Knowledge Distillation For Federated Domain Adaptation And Generalization. ICASSP 2023: 1-5 - [c2]Shuyi Ouyang, Hongyi Wang, Shiao Xie, Ziwei Niu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin:
SLViT: Scale-Wise Language-Guided Vision Transformer for Referring Image Segmentation. IJCAI 2023: 1294-1302 - [c1]Shuyi Ouyang, Hongyi Wang, Ziwei Niu, Zhenjia Bai, Shiao Xie, Yingying Xu, Ruofeng Tong, Yen-Wei Chen, Lanfen Lin:
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification. ACM Multimedia 2023: 4768-4777
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