Yang Zhou

35 papers A* 7B 1Journal 22Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Aligning Medical Conversational AI through Online Reinforcement Learning with Information-Theoretic Rewards.
CoRR
Tanvi Verma, Yang Zhou, Rick Siow Mong Goh, Yong Liu
2026 J jnl
EH-Benchmark: Ophthalmic hallucination benchmark and agent-driven top-down traceable reasoning workflow.
Inf. Fusion
Xiaoyu Pan, Yang Bai, Ke Zou, Yang Zhou, Jun Zhou, Huazhu Fu, Yih-Chung Tham, Yong Liu
2026 A* conf
Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes.
AAAI
Yang Zhou, Zhenting Sheng, Mingrui Tan, Yuting Song, Jun Zhou, Yu Heng Kwan, Lian Leng Low, Yang Bai, Yong Liu
2026 J jnl
Note2Chat: Improving LLMs for Multi-Turn Clinical History Taking Using Medical Notes.
CoRR
Yang Zhou, Zhenting Sheng, Mingrui Tan, Yuting Song, Jun Zhou, Yu Heng Kwan, Lian Leng Low, Yang Bai, Yong Liu
2026 J jnl
OODBench: Out-of-Distribution Benchmark for Large Vision-Language Models.
CoRR
Ling Lin, Yang Bai, Heng Su, Congcong Zhu, Yaoxing Wang, Yang Zhou, Huazhu Fu, Jingrun Chen
2025 J jnl
An integrated language-vision foundation model for conversational diagnostics and triaging in primary eye care.
CoRR
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
2025 J jnl
EH-Benchmark Ophthalmic Hallucination Benchmark and Agent-Driven Top-Down Traceable Reasoning Workflow.
CoRR
Xiaoyu Pan, Yang Bai, Ke Zou, Yang Zhou, Jun Zhou, Huazhu Fu, Yih-Chung Tham, Yong Liu
2025 J jnl
EVLF-FM: Explainable Vision Language Foundation Model for Medicine.
CoRR
Yang Bai, Haoran Cheng, Yang Zhou, Jun Zhou, Arun Thirunavukarasu, Yuhe Ke, Jie Yao, Kanae Fukutsu, Chrystie Wan Ning Quek, Ashley Hong, Laura Gutierrez, Zhen Ling Teo, Darren Shu Jeng Ting, Brian T. Soetikno, Christopher S. Nielsen, Tobias Elze, Zengxiang Li, Linh Le Dinh, Hiok Hong Chan, Victor Koh, Marcus Tan, Kelvin Z. Li, Leonard Yip, Ching Yu Cheng, Yih Chung Tham, Gavin Siew Wei Tan, Leopold Schmetterer, Marcus Ang, Rahat Hussain, Jod Mehta, Tin Aung, Lionel Tim-Ee Cheng, Tran Nguyen Tuan Anh, Chee Leong Cheng, Tien Yin Wong, Nan Liu, Iain Bee Huat Tan, Soon Thye Lim, Eyal Klang, Tony Kiat Hon Lim, Rick Siow Mong Goh, Yong Liu, Daniel Shu Wei Ting
2025 — conf
Medical Referring Image Segmentation: Addressing Multi-Lesion Reference and Annotation Uncertainty via Vision-Language Fusion.
MLMI@MICCAI
Yuanyang He, Chun-Mei Feng, Yang Zhou, Lionel Tim-Ee Cheng, Anh Tran, Gideon Ooi, Choon Hua Thng, Salman H. Khan, Wangmeng Zuo, Yong Liu, Jürgen Schmidhuber
2025 J jnl
Multimodal, Multi-Disease Medical Imaging Foundation Model (MerMED-FM).
CoRR
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
2025 J jnl
Topicwise Separable Sentence Retrieval for Medical Report Generation.
IEEE Trans. Medical Imaging
Junting Zhao, Yang Zhou, Zhihao Chen, Huazhu Fu, Liang Wan
2025 J jnl
Uncertainty-Aware Medical Diagnostic Phrase Identification and Grounding.
IEEE Trans. Pattern Anal. Mach. Intell.
Ke Zou, Yang Bai, Bo Liu, Yidi Chen, Zhihao Chen, Yang Zhou, Xuedong Yuan, Meng Wang, Xiaojing Shen, Xiaochun Cao, Yih Chung Tham, Huazhu Fu
2024 A* conf
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays.
NeurIPS
Yang Zhou, Tan Li Hui Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
2024 J jnl
BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays.
CoRR
Yang Zhou, Tan Li Hui Faith, Yanyu Xu, Sicong Leng, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
2024 J jnl
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning.
CoRR
Yang Bai, Yang Zhou, Jun Zhou, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu
2024 J jnl
MedRG: Medical Report Grounding with Multi-modal Large Language Model.
CoRR
Ke Zou, Yang Bai, Zhihao Chen, Yang Zhou, Yidi Chen, Kai Ren, Meng Wang, Xuedong Yuan, Xiaojing Shen, Huazhu Fu
2024 J jnl
Topicwise Separable Sentence Retrieval for Medical Report Generation.
CoRR
Junting Zhao, Yang Zhou, Zhihao Chen, Huazhu Fu, Liang Wan
2024 — conf
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling.
MICCAI (12)
Kai Yu, Yang Zhou, Yang Bai, Zhi Da Soh, Xinxing Xu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu
2024 J jnl
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling.
CoRR
Kai Yu, Yang Zhou, Yang Bai, Zhi Da Soh, Xinxing Xu, Rick Siow Mong Goh, Ching-Yu Cheng, Yong Liu
2023 — conf
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment.
MICCAI (7)
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
2023 J jnl
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment.
CoRR
Zhihao Chen, Yang Zhou, Anh Tran, Junting Zhao, Liang Wan, Gideon Ooi, Lionel Cheng, Choon Hua Thng, Xinxing Xu, Yong Liu, Huazhu Fu
2023 — conf
Tell2Design: A Dataset for Language-Guided Floor Plan Generation.
ACL (1)
Sicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Joyce, Wei Lu
2023 J jnl
Tell2Design: A Dataset for Language-Guided Floor Plan Generation.
CoRR
Sicong Leng, Yang Zhou, Mohammed Haroon Dupty, Wee Sun Lee, Sam Conrad Joyce, Wei Lu
2022 A* conf
None Class Ranking Loss for Document-Level Relation Extraction.
IJCAI
Yang Zhou, Wee Sun Lee
2021 J jnl
Bayesian Low-Tubal-Rank Robust Tensor Factorization with Multi-Rank Determination.
IEEE Trans. Pattern Anal. Mach. Intell.
Yang Zhou, Yiu-ming Cheung
2021 J jnl
Probabilistic Rank-One Tensor Analysis With Concurrent Regularizations.
IEEE Trans. Cybern.
Yang Zhou, Haiping Lu, Yiu-ming Cheung
2020 J jnl
Probabilistic Rank-One Discriminant Analysis via Collective and Individual Variation Modeling.
IEEE Trans. Cybern.
Yang Zhou, Yiu-ming Cheung
2017 A* conf
Bilinear Probabilistic Canonical Correlation Analysis via Hybrid Concatenations.
AAAI
Yang Zhou, Haiping Lu, Yiu-ming Cheung
2017 J jnl
Manifold Partition Discriminant Analysis.
IEEE Trans. Cybern.
Yang Zhou, Shiliang Sun
2016 A* conf
Cascaded Interactional Targeting Network for Egocentric Video Analysis.
CVPR
Yang Zhou, Bingbing Ni, Richang Hong, Xiaokang Yang, Qi Tian
2016 J jnl
Local Tangent Space Discriminant Analysis.
Neural Process. Lett.
Yang Zhou, Shiliang Sun
2016 A* conf
Probabilistic Rank-One Matrix Analysis with Concurrent Regularization.
IJCAI
Yang Zhou, Haiping Lu
2015 B conf
Augmented Feature Fusion for Image Retrieval System.
ICMR
Yang Zhou, Dan Zeng, Shiliang Zhang, Qi Tian
2015 A* conf
Interaction part mining: A mid-level approach for fine-grained action recognition.
CVPR
Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian
2014 — conf
Pipelining Localized Semantic Features for Fine-Grained Action Recognition.
ECCV (4)
Yang Zhou, Bingbing Ni, Shuicheng Yan, Pierre Moulin, Qi Tian