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Yong Liu
ORCID
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
CoRR
MICCAI (2)
ICPADS
REMIA@MICCAI
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Publications
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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)