Yang Zhou

According to our database, Yang Zhou authored at least 23 papers between 2014 and 2025.

Collaborative distances:

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

2025

EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow.

Xiaoyu Pan, Yang Bai, Ke Zou, Yang Zhou, Jun Zhou, Huazhu Fu, Yih-Chung Tham, Yong Liu

CoRR, July, 2025

Multimodal, Multi-Disease Medical Imaging Foundation Model (MerMED-FM).

Yang Zhou, Chrystie Wan Ning Quek, Jun Zhou, Yan Wang, Yang Bai, Yuhe Ke, Jie Yao, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Bee Huat Tan, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting

CoRR, July, 2025

An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care.

Zhi Da Soh, Yang Bai, Kai Yu, Yang Zhou, Xiaofeng Lei, Sahil Thakur, Zann Lee, Lee Ching Linette Phang, Qingsheng Peng, Cancan Xue, Rachel Chong, Quan V. Hoang, Lavanya Raghavan, Yih Chung Tham, Charumathi Sabanayagam, Wei-Chi Wu, Ming-Chih Ho, Jiangnan He, Preeti Gupta, Ecosse Lamoureux, Seang Mei Saw, Vinay Nangia, Songhomitra Panda-Jonas, Jie Xu, Ya Xing Wang, Xinxing Xu, Jost B. Jonas, Tien Yin Wong, Rick Siow Mong Goh, Yong Liu, Ching-Yu Cheng

CoRR, May, 2025

Topicwise Separable Sentence Retrieval for Medical Report Generation.

Junting Zhao, Yang Zhou, Zhihao Chen, Huazhu Fu, Liang Wan

IEEE Trans. Medical Imaging, March, 2025

2024

From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning.

Yang Bai, Yang Zhou, Jun Zhou, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu

CoRR, 2024

MedRG: Medical Report Grounding with Multi-modal Large Language Model.

Ke Zou, Yang Bai, Zhihao Chen, Yang Zhou, Yidi Chen, Kai Ren, Meng Wang, Xuedong Yuan, Xiaojing Shen, Huazhu Fu

CoRR, 2024

BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays.

Yang Zhou, Tan Li Hui Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Siow Mong Goh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling.

Kai Yu, Yang Zhou, Yang Bai, Zhi Da Soh, Xinxing Xu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment.

Zhihao Chen, Yang Zhou, Anh Tran, Junting Zhao, Liang Wan, Gideon Ooi, Lionel Cheng, Choon Hua Thng, Xinxing Xu, Yong Liu, Huazhu Fu

CoRR, 2023

Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment.

Zhihao Chen, Yang Zhou, Anh Tran, Junting Zhao, Liang Wan, Gideon Ooi, Lionel Tim-Ee Cheng, Choon Hua Thng, Xinxing Xu, Yong Liu, Huazhu Fu

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

Tell2Design: A Dataset for Language-Guided Floor Plan Generation.

Sicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Joyce, Wei Lu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

None Class Ranking Loss for Document-Level Relation Extraction.

Yang Zhou, Wee Sun Lee

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Probabilistic Rank-One Tensor Analysis With Concurrent Regularizations.

Yang Zhou, Haiping Lu, Yiu-Ming Cheung

IEEE Trans. Cybern., 2021

Bayesian Low-Tubal-Rank Robust Tensor Factorization with Multi-Rank Determination.

Yang Zhou, Yiu-Ming Cheung

IEEE Trans. Pattern Anal. Mach. Intell., 2021

2020

Probabilistic Rank-One Discriminant Analysis via Collective and Individual Variation Modeling.

Yang Zhou, Yiu-ming Cheung

IEEE Trans. Cybern., 2020

2017

Manifold Partition Discriminant Analysis.

Yang Zhou, Shiliang Sun

IEEE Trans. Cybern., 2017

Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations.

Yang Zhou, Haiping Lu, Yiu-ming Cheung

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Local Tangent Space Discriminant Analysis.

Yang Zhou, Shiliang Sun

Neural Process. Lett., 2016

Probabilistic Rank-One Matrix Analysis with Concurrent Regularization.

Yang Zhou, Haiping Lu

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Cascaded Interactional Targeting Network for Egocentric Video Analysis.

Yang Zhou, Bingbing Ni, Richang Hong, Xiaokang Yang, Qi Tian

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Augmented Feature Fusion for Image Retrieval System.

Yang Zhou, Dan Zeng, Shiliang Zhang, Qi Tian

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Interaction part mining: A mid-level approach for fine-grained action recognition.

Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Pipelining Localized Semantic Features for Fine-Grained Action Recognition.

Yang Zhou, Bingbing Ni, Shuicheng Yan, Pierre Moulin, Qi Tian

Proceedings of the Computer Vision - ECCV 2014, 2014