Hongyi Wang

According to our database, Hongyi Wang authored at least 21 papers between 2021 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

A Breast Vision Pathology Foundation Model for Real-world Clinical Utility.

Yingxue Xu, Zhengyu Zhang, Xiuming Zhang, Mengwei Xu, Fengtao Zhou, Yihui Wang, Jiabo Ma, Yi Xin, Danyi Li, Chengyu Lu, Zhijian Cen, Ying Tan, Qingbing Yao, Qi Wang, Zizhao Gao, Yong Zhang, Jingjing Chen, Feifei Liu, Qian Xu, Yi Dai, Hongxuan Tan, Cheng Jin, Huajun Zhou, Zhengrui Guo, Ling Liang, Hongyi Wang, Yingcong Chen, Xi Wang, Zhenhui Li, Ronald Cheong Kin Chan, Ning Mao, Muyan Cai, Zhe Wang, Li Liang, Hao Chen

CoRR, May, 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

Accurate and Scalable Multimodal Pathology Retrieval via Attentive Vision-Language Alignment.

Hongyi Wang, Zhengjie Zhu, Jiabo Ma, Fang Wang, Yue Shi, Bo Luo, Jili Wang, Qiuyu Cai, Xiuming Zhang, Yen-Wei Chen, Lanfen Lin, Hao Chen

CoRR, October, 2025

Multimodal Sentiment Analysis With Mutual Information-Based Disentangled Representation Learning.

Hao Sun, Ziwei Niu, Hongyi Wang, Xinyao Yu, Jiaqing Liu, Yen-Wei Chen, Lanfen Lin

IEEE Trans. Affect. Comput., 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

Triple-Prompt Controllable Diffusion for Universal Data Augmentation in Medical Image Segmentation.

Shiao Xie, Ke Meng, Hongyi Wang, Liangjun Zhang, Ziwei Niu, Yen-Wei Chen, Lanfen Lin

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 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

Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Bag-Level Classifier is a Good Instance-Level Teacher.

Hongyi Wang, Luyang Luo, Fang Wang, Ruofeng Tong, Yen-Wei Chen, Hongjie Hu, Lanfen Lin, Hao Chen

IEEE Trans. Medical Imaging, November, 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

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

2023

Adaptive Decomposition and Shared Weight Volumetric Transformer Blocks for Efficient Patch-Free 3D Medical Image Segmentation.

Hongyi Wang, Yingying Xu, Qingqing Chen, Ruofeng Tong, Yen-Wei Chen, Hongjie Hu, Lanfen Lin

IEEE J. Biomed. Health Informatics, October, 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

Iteratively Coupled Multiple Instance Learning from Instance to Bag Classifier for Whole Slide Image Classification.

Hongyi Wang, Luyang Luo, Fang Wang, Ruofeng Tong, Yen-Wei Chen, Hongjie Hu, Lanfen Lin, Hao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 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

2022

Super-Resolution Based Patch-Free 3D Medical Image Segmentation with Self-Supervised Guidance.

Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

CoRR, 2022

CubeMLP: A MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation.

Hao Sun, Hongyi Wang, Jiaqing Liu, Yen-Wei Chen, Lanfen Lin

CoRR, 2022

CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation.

Hao Sun, Hongyi Wang, Jiaqing Liu, Yen-Wei Chen, Lanfen Lin

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Mixed Transformer U-Net for Medical Image Segmentation.

Hongyi Wang, Shiao Xie, Lanfen Lin, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Patch-Free 3D Medical Image Segmentation Driven by Super-Resolution Technique and Self-Supervised Guidance.

Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021