Yong Liu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 57

Top Topics

Medical Image Segmentation

Reinforcement Learning

Visual Representation

Image Segmentation

Top Venues

Publications

Yuan Wang, Huazhu Fu, Renuga Kanagavelu, Qingsong Wei, Yong Liu, Rick Siow Mong Goh
An Aggregation-Free Federated Learning for Tackling Data Heterogeneity. CoRR (2024)
Zitong Huang, Ze Chen, Zhixing Chen, Erjin Zhou, Xinxing Xu, Rick Siow Mong Goh, Yong Liu, Chun-Mei Feng, Wangmeng Zuo
Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning. CoRR (2024)
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models. CoRR (2024)
Yan Wang, Liangli Zhen, Tien-En Tan, Huazhu Fu, Yangqin Feng, Zizhou Wang, Xinxing Xu, Rick Siow Mong Goh, Yipin Ng, Claire Calhoun, Gavin Siew Wei Tan, Jennifer K. Sun, Yong Liu, Daniel Shu Wei Ting
Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis. IEEE Trans. Medical Imaging 43 (5) (2024)
Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang, Zizhou Wang, Yangqin Feng, Yu Xue, Xiao Wang, Zheng Chen, Tao Luo, Rich Siow Mong Goh, Yong Liu
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis. IEEE Trans. Evol. Comput. 28 (3) (2024)
Joyjit Chattoraj, Jian Cheng Wong, Zhang Zexuan, Manna Dai, Yingzhi Xia, Li Jichao, Xinxing Xu, Chin Chun Ooi, Yang Feng, My Ha Dao, Yong Liu
Tailoring Generative Adversarial Networks for Smooth Airfoil Design. CoRR (2024)
Yuanyang He, Zitong Huang, Xinxing Xu, Rick Siow Mong Goh, Salman Khan, Wangmeng Zuo, Yong Liu, Chun-Mei Feng
CPT: Consistent Proxy Tuning for Black-box Optimization. CoRR (2024)
Hongye Zeng, Ke Zou, Zhihao Chen, Yuchong Gao, Hongbo Chen, Haibin Zhang, Kang Zhou, Meng Wang, Rick Siow Mong Goh, Yong Liu, Chang Jiang, Rui Zheng, Huazhu Fu
Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices. CoRR (2024)
Yang Bai, Xinxing Xu, Yong Liu, Salman Khan, Fahad Shahbaz Khan, Wangmeng Zuo, Rick Siow Mong Goh, Chun-Mei Feng
Sentence-level Prompts Benefit Composed Image Retrieval. ICLR (2024)
Bishwamittra Ghosh, Debabrota Basu, Huazhu Fu, Yuan Wang, Renuga Kanagavelu, Jiang Jin Peng, Yong Liu, Rick Siow Mong Goh, Qingsong Wei
Don't Forget What I did?: Assessing Client Contributions in Federated Learning. CoRR (2024)
Tanvi Verma, Lukas Schwemer, Mingrui Tan, Fei Gao, Yong Liu, Huazhu Fu
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distribution. CoRR (2024)
Yangqin Feng, Zizhou Wang, Xinxing Xu, Yan Wang, Huazhu Fu, Shaohua Li, Liangli Zhen, Xiaofeng Lei, Yingnan Cui, Jordan Zheng Ting Sim, Yonghan Ting, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Cher Heng Tan
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis. Medical Image Anal. 83 (2023)
Yiming Qian, Liangzhi Li, Huazhu Fu, Meng Wang, Qingsheng Peng, Yih Chung Tham, Ching Yu Cheng, Yong Liu, Rick Siow Mong Goh, Xinxing Xu
Category-Independent Visual Explanation for Medical Deep Network Understanding. MICCAI (2) (2023)
Chun-Mei Feng, Kai Yu, Yong Liu, Salman H. Khan, Wangmeng Zuo
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning. CoRR (2023)
Yanyu Xu, Menghan Zhou, Yangqin Feng, Xinxing Xu, Huazhu Fu, Rick Siow Mong Goh, Yong Liu
Minimal-Supervised Medical Image Segmentation via Vector Quantization Memory. MICCAI (3) (2023)
Zhihao Chen, Yang Zhou, Anh Tran, Junting Zhao, Liang Wan, Gideon Ooi, Lionel Cheng, Choon Hua Thng, Xinxing Xu, Yong Liu, Huazhu Fu
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment. CoRR (2023)
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
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment. MICCAI (7) (2023)
Chun-Mei Feng, Bangjun Li, Xinxing Xu, Yong Liu, Huazhu Fu, Wangmeng Zuo
Learning Federated Visual Prompt in Null Space for MRI Reconstruction. CoRR (2023)
Meng Wang, Lianyu Wang, Xinxing Xu, Ke Zou, Yiming Qian, Rick Siow Mong Goh, Yong Liu, Huazhu Fu
Federated Uncertainty-Aware Aggregation for Fundus Diabetic Retinopathy Staging. MICCAI (2) (2023)
Chun-Mei Feng, Bangjun Li, Xinxing Xu, Yong Liu, Huazhu Fu, Wangmeng Zuo
Learning Federated Visual Prompt in Null Space for MRI Reconstruction. CVPR (2023)
Yang Bai, Xinxing Xu, Yong Liu, Salman Khan, Fahad Khan, Wangmeng Zuo, Rick Siow Mong Goh, Chun-Mei Feng
Sentence-level Prompts Benefit Composed Image Retrieval. CoRR (2023)
Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Hongyuan Zhu
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow. CoRR (2022)
Xiaofeng Lei, Shaohua Li, Xinxing Xu, Huazhu Fu, Yong Liu, Yih Chung Tham, Yangqin Feng, Mingrui Tan, Yanyu Xu, Jocelyn Hui Lin Goh, Rick Siow Mong Goh, Ching-Yu Cheng
Localizing Anatomical Landmarks in Ocular Images Using Zoom-In Attentive Networks. OMIA@MICCAI (2022)
Meng Wang, Kai Yu, Chun-Mei Feng, Ke Zou, Yanyu Xu, Qingquan Meng, Rick Siow Mong Goh, Yong Liu, Xinxing Xu, Huazhu Fu
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images. CoRR (2022)
Yangqin Feng, Xinxing Xu, Yan Wang, Xiaofeng Lei, Soo Kng Teo, Jordan Zheng Ting Sim, Yonghan Ting, Liangli Zhen, Joey Tianyi Zhou, Yong Liu, Cher Heng Tan
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. IEEE J. Biomed. Health Informatics 26 (3) (2022)
Xavier Tan, Manna Dai, Joyjit Chattoraj, Yong Liu, Xinxing Xu, My Ha Dao, Feng Yang
Airfoil Inverse Design using Conditional Generative Adversarial Networks. ICARCV (2022)
Yanyu Xu, Xinxing Xu, Huazhu Fu, Meng Wang, Rick Siow Mong Goh, Yong Liu
Facing Annotation Redundancy: OCT Layer Segmentation with only 10 Annotated Pixels per Layer. REMIA@MICCAI (2022)
Linh D. Le, Huazhu Fu, Xinxing Xu, Yong Liu, Yanyu Xu, Jiawei Du, Joey Tianyi Zhou, Rick Siow Mong Goh
An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models. REMIA@MICCAI (2022)
Yan Wang, Yangqin Feng, Lei Zhang, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Liangli Zhen
Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. Medical Image Anal. 81 (2022)
Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Hongyuan Zhu
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow. CVPR (2022)
Manna Dai, Yang Jiang, Feng Yang, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu
SLMGAN: Single-layer metasurface design with symmetrical free-form patterns using generative adversarial networks. Appl. Soft Comput. 130 (2022)
Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
Medical Image Segmentation using Squeeze-and-Expansion Transformers. IJCAI (2021)
Yanyu Xu, Xinxing Xu, Lei Jin, Shenghua Gao, Rick Siow Mong Goh, Daniel Shu Wei Ting, Yong Liu
Partially-Supervised Learning for Vessel Segmentation in Ocular Images. MICCAI (1) (2021)
Shaohua Li, Xiuchao Sui, Jie Fu, Huazhu Fu, Xiangde Luo, Yangqin Feng, Xinxing Xu, Yong Liu, Daniel Shu Wei Ting, Rick Siow Mong Goh
Few-Shot Domain Adaptation with Polymorphic Transformers. CoRR (2021)
Shaohua Li, Xiuchao Sui, Jie Fu, Huazhu Fu, Xiangde Luo, Yangqin Feng, Xinxing Xu, Yong Liu, Daniel Shu Wei Ting, Rick Siow Mong Goh
Few-Shot Domain Adaptation with Polymorphic Transformers. MICCAI (2) (2021)
Shaohua Li, Xiuchao Sui, Xiangde Luo, Xinxing Xu, Yong Liu, Rick Siow Mong Goh
Medical Image Segmentation using Squeeze-and-Expansion Transformers. CoRR (2021)
Tianying Wang, Wei Qi Toh, Hao Zhang, Xiuchao Sui, Shaohua Li, Yong Liu, Wei Jing
RoboCoDraw: Robotic Avatar Drawing with GAN-Based Style Transfer and Time-Efficient Path Optimization. AAAI (2020)
Shaohua Li, Xiuchao Sui, Jie Fu, Yong Liu, Rick Siow Mong Goh
Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations. CoRR (2020)
Gabriel Tjio, Shaohua Li, Xinxing Xu, Daniel Shu Wei Ting, Yong Liu, Rick Siow Mong Goh
Multi-discriminator Generative Adversarial Networks for Improved Thin Retinal Vessel Segmentation. OMIA@MICCAI (2019)
Shaohua Li, Yong Liu, Xiuchao Sui, Cheng Chen, Gabriel Tjio, Daniel Shu Wei Ting, Rick Siow Mong Goh
Multi-Instance Multi-Scale CNN for Medical Image Classification. MICCAI (4) (2019)
Joey Tianyi Zhou, Jiawei Du, Hongyuan Zhu, Xi Peng, Yong Liu, Rick Siow Mong Goh
AnomalyNet: An Anomaly Detection Network for Video Surveillance. IEEE Trans. Inf. Forensics Secur. 14 (10) (2019)
Shaohua Li, Yong Liu, Xiuchao Sui, Cheng Chen, Gabriel Tjio, Daniel Shu Wei Ting, Rick Siow Mong Goh
Multi-Instance Multi-Scale CNN for Medical Image Classification. CoRR (2019)
Tianying Wang, Wei Qi Toh, Hao Zhang, Xiuchao Sui, Shaohua Li, Yong Liu, Wei Jing
RoboCoDraw: Robotic Avatar Drawing with GAN-based Style Transfer and Time-efficient Path Optimization. CoRR (2019)
Wei Jing, Di Deng, Zhe Xiao, Yong Liu, Kenji Shimada
Coverage Path Planning using Path Primitive Sampling and Primitive Coverage Graph for Visual Inspection. IROS (2019)
Tianying Wang, Hao Zhang, Wei Qi Toh, Hongyuan Zhu, Cheston Tan, Yan Wu, Yong Liu, Wei Jing
Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning. ROBIO (2019)
Tianying Wang, Hao Zhang, Wei Qi Toh, Hongyuan Zhu, Cheston Tan, Yan Wu, Yong Liu, Wei Jing
Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning. CoRR (2019)
Wei Jing, Di Deng, Zhe Xiao, Yong Liu, Kenji Shimada
Coverage Path Planning using Path Primitive Sampling and Primitive Coverage Graph for Visual Inspection. CoRR (2019)
Wei Jing, Joey Tianyi Zhou, Fei Gao, Yong Liu, Pey Yuen Tao, Guilin Yang
A Learning-based Approach for Error Compensation of Industrial Manipulator with Hybrid Model. ICARCV (2018)
Zhe Xiao, Zengxiang Li, Yong Liu, Ling Feng, Weiwen Zhang, Thanarit Lertwuthikarn, Rick Siow Mong Goh
EMRShare: A Cross-Organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain. ICPADS (2018)
Xinxing Xu, Shijie Xiao, Zhang Yi, Xi Peng, Yong Liu
Orthogonal Principal Coefficients Embedding for Unsupervised Subspace Learning. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Weiwen Zhang, Yong Liu, Long Wang, Zengxiang Li, Rick Siow Mong Goh
Cost-Efficient and Latency-Aware Workflow Scheduling Policy for Container-Based Systems. ICPADS (2018)
Wei Jing, Chun Fan Goh, Mabaran Rajaraman, Fei Gao, Sooho Park, Yong Liu, Kenji Shimada
A Computational Framework for Automatic Online Path Generation of Robotic Inspection Tasks via Coverage Planning and Reinforcement Learning. IEEE Access 6 (2018)
Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh
SC2Net: Sparse LSTMs for Sparse Coding. AAAI (2018)
Zengxiang Li, Bowen Zhang, Shen Ren, Yong Liu, Zheng Qin, Rick Siow Mong Goh, Mohan Gurusamy
Performance Modelling and Cost Effective Execution for Distributed Graph Processing on Configurable VMs. CCGrid (2017)
Yong Kiam Tan, Xinxing Xu, Yong Liu
Improved Recurrent Neural Networks for Session-based Recommendations. CoRR (2016)
Yong Kiam Tan, Xinxing Xu, Yong Liu
Improved Recurrent Neural Networks for Session-based Recommendations. DLRS@RecSys (2016)
Xinxing Xu, Joey Tianyi Zhou, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh, Yong Liu
Simple and Efficient Learning using Privileged Information. CoRR (2016)
Zhenzhou Wu, Bao Hong Tan, Rubing Duan, Yong Liu, Rick Siow Mong Goh
Neural Modeling of Buying Behaviour for E-Commerce from Clicking Patterns. RecSys Challenge (2015)
Jian Qiu, Yong Liu, Gurusamy Mohan, Kee Chaing Chua
Fast spanning tree reconnection mechanism for resilient Metro Ethernet networks. Comput. Networks 55 (12) (2011)
Jian Qiu, Mohan Gurusamy, Kee Chaing Chua, Yong Liu
Local restoration with multiple spanning trees in metro ethernet networks. IEEE/ACM Trans. Netw. 19 (2) (2011)
Yong Liu, Kee Chaing Chua, Gurusamy Mohan
Achieving High Performance Burst Transmission for Bursty Traffic using Optical Burst Chain Switching in WDM Networks. IEEE Trans. Commun. 58 (7) (2010)
Jian Qiu, Gurusamy Mohan, Kee Chaing Chua, Yong Liu
Handling Double-Link Failures in Metro Ethernet Networks Using Fast Spanning Tree Reconnection. GLOBECOM (2009)
Yong Liu, Gurusamy Mohan, Kee Chaing Chua, Jia Lu
Multipath traffic engineering in WDM optical burst switching networks. IEEE Trans. Commun. 57 (4) (2009)
Jian Qiu, Yong Liu, Gurusamy Mohan, Kee Chaing Chua
Fast Spanning Tree Reconnection for Resilient Metro Ethernet Networks. ICC (2009)
Yong Liu, Kee Chaing Chua, Gurusamy Mohan
Max-min fairness in WDM optical burst switching networks. J. High Speed Networks 16 (4) (2007)
Yong Liu, Minh Hoang Phùng, Kee Chaing Chua, Gurusamy Mohan, Yanmei Guo, Sona Panneerselvan
A Unified Network Control and Management System for an Integrated EPON and Metro Optical Network Testbed. TRIDENTCOM (2007)