Yixiong Chen

Orcid: 0000-0003-0268-076X

According to our database1, Yixiong Chen authored at least 47 papers between 2008 and 2024.

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Bibliography

2024
A novel image classification framework based on variational quantum algorithms.
Quantum Inf. Process., October, 2024

AbdomenAtlas: A large-scale, detailed-annotated, & multi-center dataset for efficient transfer learning and open algorithmic benchmarking.
Medical Image Anal., 2024

MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts.
CoRR, 2024

Quality Sentinel: Estimating Label Quality and Errors in Medical Segmentation Datasets.
CoRR, 2024

Multi-Scale Feature Fusion Quantum Depthwise Convolutional Neural Networks for Text Classification.
CoRR, 2024

Foliage: Nourishing Evolving Software by Characterizing and Clustering Field Bugs.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

Leveraging Noisy Labels of Nearest Neighbors for Label Correction and Sample Selection.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning.
IEEE Trans. Medical Imaging, May, 2023

Bootstrapping Automated Testing for RESTful Web Services.
IEEE Trans. Software Eng., April, 2023

A Novel Framework Based on Variational Quantum Algorithms: Revolutionizing Image Classification.
CoRR, 2023

Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis.
CoRR, 2023

X-IQE: eXplainable Image Quality Evaluation for Text-to-Image Generation with Visual Large Language Models.
CoRR, 2023

MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Can Capillary Refill Time (CRT) measurement be a reliable clinical test?
Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, 2023

Which Layer is Learning Faster? A Systematic Exploration of Layer-wise Convergence Rate for Deep Neural Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Label-Free Liver Tumor Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Rethinking Two Consensuses of the Transferability in Deep Learning.
CoRR, 2022

Synthetic Tumors Make AI Segment Tumors Better.
CoRR, 2022

MetaLR: Layer-wise Learning Rate based on Meta-Learning for Adaptively Fine-tuning Medical Pre-trained Models.
CoRR, 2022

Quantum Dilated Convolutional Neural Networks.
IEEE Access, 2022

HiCo: Hierarchical Contrastive Learning for Ultrasound Video Model Pretraining.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
QDCNN: Quantum Dilated Convolutional Neural Network.
CoRR, 2021

USCL: Pretraining Deep Ultrasound Image Diagnosis Model Through Video Contrastive Representation Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

2020
Probabilistic forecasting with temporal convolutional neural network.
Neurocomputing, 2020

Effective Sample Pair Generation for Ultrasound Video Contrastive Representation Learning.
CoRR, 2020

When Person Re-identification Meets Changing Clothes.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
CSIndex: A Coprocessor-Based Classified Secondary Index Mechanism for Efficient HBase Query.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

2016
iLeg - A Lower Limb Rehabilitation Robot: A Proof of Concept.
IEEE Trans. Hum. Mach. Syst., 2016

2014
An effective hybrid cuckoo search algorithm for constrained global optimization.
Neural Comput. Appl., 2014

Evolving spiking neural networks for personalised modelling, classification and prediction of spatio-temporal patterns with a case study on stroke.
Neurocomputing, 2014

Feasibility of NeuCube SNN architecture for detecting motor execution and motor intention for use in BCIapplications.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Improved predictive personalized modelling with the use of Spiking Neural Network system and a case study on stroke occurrences data.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Dynamics modeling and identification of the human-robot interface based on a lower limb rehabilitation robot.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

EEG-based classification of upper-limb ADL using SNN for active robotic rehabilitation.
Proceedings of the 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014

2013
A hybrid differential evolution augmented Lagrangian method for constrained numerical and engineering optimization.
Comput. Aided Des., 2013

Task-oriented active training based on adaptive impedance control with iLeg - A horizontal exoskeleton for lower limb rehabilitation.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

An FES-assisted training strategy combined with impedance control for a lower limb rehabilitation robot.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Spatio-temporal EEG Data Classification in the NeuCube 3D SNN Environment: Methodology and Examples.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

NeuCubeRehab: A Pilot Study for EEG Classification in Rehabilitation Practice Based on Spiking Neural Networks.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Combined use of sEMG and accelerometer in hand motion classification considering forearm rotation.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
User-Weight Model for Item-based Recommendation Systems.
J. Softw., 2012

sEMG-based continuous estimation of joint angles of human legs by using BP neural network.
Neurocomputing, 2012

Simulation Study of an FES-Involved Control Strategy for Lower Limb Rehabilitation Robot.
Proceedings of the Intelligent Robotics and Applications - 5th International Conference, 2012

Training strategies for a lower limb rehabilitation robot based on impedance control.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2010
An Adaptive RBF Neural Network Control Strategy for Lower Limb Rehabilitation Robot.
Proceedings of the Intelligent Robotics and Applications - Third International Conference, 2010

Research on Time Series Forecasting Model Based on Moore Automata.
Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2008
Load Balancing in Non-dedicated Grids Using Ant Colony Optimization.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008


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