Yong Liu
Orcid: 0000-0002-1590-2029Affiliations:
- A*STAR, Artificial Intelligence Initiative, Singapore
- A*STAR, Institute of High Performance Computing, Singapore
- National University of Singapore, Department of Electrical and Computer Engineering, Singapore (PhD 2006)
According to our database1,
Yong Liu
authored at least 76 papers
between 2007 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
MedNAS: Multiscale Training-Free Neural Architecture Search for Medical Image Analysis.
IEEE Trans. Evol. Comput., June, 2024
IEEE Trans. Medical Imaging, May, 2024
A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design.
Neural Networks, 2024
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning.
CoRR, 2024
Confidence-Based Task Prediction in Continual Disease Classification Using Probability Distribution.
CoRR, 2024
CoRR, 2024
Training-free image style alignment for self-adapting domain shift on handheld ultrasound devices.
CoRR, 2024
Learning Prompt with Distribution-Based Feature Replay for Few-Shot Class-Incremental Learning.
CoRR, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Partially Supervised Unpaired Multi-modal Learning for Label-Efficient Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Enhancing Community Vision Screening: AI-Driven Retinal Photography for Early Disease Detection and Patient Trust.
Proceedings of the Ophthalmic Medical Image Analysis - 11th International Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Towards a Benchmark for Colorectal Cancer Segmentation in Endorectal Ultrasound Videos: Dataset and Model Development.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Memory-Efficient High-Resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Self-Guided Optimization Semi-Supervised Method for Joint Segmentation of Macular Hole and Cystoid Macular Edema in Retinal OCT Images.
IEEE Trans. Biomed. Eng., July, 2023
Nat. Mac. Intell., July, 2023
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis.
Medical Image Anal., 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
EvidenceCap: Towards trustworthy medical image segmentation via evidential identity cap.
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images.
Medical Image Anal., 2022
FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views.
CoRR, 2022
SLMGAN: Single-layer metasurface design with symmetrical free-form patterns using generative adversarial networks.
Appl. Soft Comput., 2022
Facing Annotation Redundancy: OCT Layer Segmentation with only 10 Annotated Pixels per Layer.
Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
Proceedings of the Ophthalmic Medical Image Analysis - 9th International Workshop, 2022
An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models.
Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022
Proceedings of the 17th International Conference on Control, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
2020
Feature Lenses: Plug-and-play Neural Modules for Transformation-Invariant Visual Representations.
CoRR, 2020
RoboCoDraw: Robotic Avatar Drawing with GAN-Based Style Transfer and Time-Efficient Path Optimization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Inf. Forensics Secur., 2019
Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning.
Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019
Multi-discriminator Generative Adversarial Networks for Improved Thin Retinal Vessel Segmentation.
Proceedings of the Ophthalmic Medical Image Analysis - 6th International Workshop, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Coverage Path Planning using Path Primitive Sampling and Primitive Coverage Graph for Visual Inspection.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019
2018
IEEE Trans. Cogn. Dev. Syst., 2018
A Computational Framework for Automatic Online Path Generation of Robotic Inspection Tasks via Coverage Planning and Reinforcement Learning.
IEEE Access, 2018
Cost-Efficient and Latency-Aware Workflow Scheduling Policy for Container-Based Systems.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
EMRShare: A Cross-Organizational Medical Data Sharing and Management Framework Using Permissioned Blockchain.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018
A Learning-based Approach for Error Compensation of Industrial Manipulator with Hybrid Model.
Proceedings of the 15th International Conference on Control, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Performance Modelling and Cost Effective Execution for Distributed Graph Processing on Configurable VMs.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
2016
Proceedings of the 1st Workshop on Deep Learning for Recommender Systems, 2016
2015
Proceedings of the 2015 International ACM Recommender Systems Challenge, 2015
2011
IEEE/ACM Trans. Netw., 2011
Comput. Networks, 2011
2010
Achieving High Performance Burst Transmission for Bursty Traffic using Optical Burst Chain Switching in WDM Networks.
IEEE Trans. Commun., 2010
2009
IEEE Trans. Commun., 2009
Proceedings of IEEE International Conference on Communications, 2009
Handling Double-Link Failures in Metro Ethernet Networks Using Fast Spanning Tree Reconnection.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009
2007
J. High Speed Networks, 2007
A Unified Network Control and Management System for an Integrated EPON and Metro Optical Network Testbed.
Proceedings of the 3rd International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, 2007