Shiyu Liu

Orcid: 0000-0003-4599-9500

According to our database1, Shiyu Liu authored at least 70 papers between 2012 and 2023.

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Bibliography

2023
Complexity Review of NIMBY Conflict: Characteristics, Mechanism and Evolution Simulation.
Syst., May, 2023

Stein Variational Gradient Descent with Multiple Kernels.
Cogn. Comput., March, 2023

Nuclear Magnetic Resonance Measurements in High Flat-Top Pulsed Magnetic Field Up to 40 T at WHMFC.
IEEE Trans. Instrum. Meas., 2023

VCISR: Blind Single Image Super-Resolution with Video Compression Synthetic Data.
CoRR, 2023

Personalized Federated Learning via Amortized Bayesian Meta-Learning.
CoRR, 2023

Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix.
CoRR, 2023

Stability and Generalization of 𝓁<sub>p</sub>-Regularized Stochastic Learning for GCN.
CoRR, 2023

Stochastic Clustered Federated Learning.
CoRR, 2023

Optimization of Branch Pipe Routing Considering Tee Constraint Ant Lion.
IEEE Access, 2023

Garment Fabric Pattern Classification via ResNet-34.
Proceedings of the 2023 International Conference on Power, 2023

Stability and Generalization of lp-Regularized Stochastic Learning for GCN.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Quantized SGD in Federated Learning: Communication, Optimization and Generalization.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

A MLP-Based Transfer Learning Model Using EIS Health Features for State of Health Estimation of Lithium-Ion Battery.
Proceedings of the 28th International Conference on Automation and Computing, 2023

Point Cloud Upsampling with Dynamic Graph Scattering Transform.
Proceedings of the IEEE International Conference on Image Processing, 2023

MMVC: Learned Multi-Mode Video Compression with Block-based Prediction Mode Selection and Density-Adaptive Entropy Coding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Age Prediction by DNA Methylation in Neural Networks.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Non-Destructive Testing of Carbon Fibre Reinforced Plastics (CFRP) Using a Dual Transmitter-Receiver Differential Eddy Current Test Probe.
Sensors, 2022

AP: Selective Activation for De-sparsifying Pruned Neural Networks.
CoRR, 2022

Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks.
CoRR, 2022

Improving Mutual Information based Feature Selection by Boosting Unique Relevance.
CoRR, 2022

Towards Better Long-range Time Series Forecasting using Generative Forecasting.
CoRR, 2022

Aggregating Gradients in Encoded Domain for Federated Learning.
CoRR, 2022

Mix-up Consistent Cross Representations for Data-Efficient Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2022

2021
Built-in Depth-Semantic Coupled Encoding for Scene Parsing, Vehicle Detection, and Road Segmentation.
IEEE Trans. Intell. Transp. Syst., 2021

Reducing Inter-Site Variability for Fluctuation Amplitude Metrics in Multisite Resting State BOLD-fMRI Data.
Neuroinformatics, 2021

An Ultra-Low-Power Image Signal Processor for Hierarchical Image Recognition With Deep Neural Networks.
IEEE J. Solid State Circuits, 2021

External Incentive Mechanism Research on Knowledge Cooperation-Sharing in the Chinese Creative Industry Cluster.
Comput. Syst. Sci. Eng., 2021

Towards Better Long-range Time Series Forecasting using Generative Adversarial Networks.
CoRR, 2021

S-Cyc: A Learning Rate Schedule for Iterative Pruning of ReLU-based Networks.
CoRR, 2021

Kernel Selection for Stein Variational Gradient Descent.
CoRR, 2021

ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE.
CoRR, 2021

Application Research of Formal Verification in Aerospace FPGA.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021

(Semi) automatic Assertion Generation from Controlled Chinese Natural Language: A Practice in Aerospace Industry.
Proceedings of the 21st IEEE International Conference on Software Quality, 2021

Breaking the Transience-Equilibrium Nexus: A New Approach to Datacenter Packet Transport.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

ByPE-VAE: Bayesian Pseudocoresets Exemplar VAE.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Decentralized Control and Teleoperation of a Multi-UAV Parallel Robot Based on Intrinsic Measurements.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Deep Learning in Latent Space for Video Prediction and Compression.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Model Checking for an HDLC IP Core Transparency Error in an Aerospace Industrial Context.
Proceedings of the CSSE 2021: 2021 4th International Conference on Computer Science and Software Engineering, Singapore, October 22, 2021

Quantitative Structure-Activity Relationship Modeling of Estrogen Receptor Alpha Bioactivity based on Multiple Algorithms.
Proceedings of the ACAI 2021: 4th International Conference on Algorithms, Computing and Artificial Intelligence, Sanya, China, December 22, 2021

2020
Traffic Accident Prediction Based on Multivariable Grey Model.
Inf., 2020

Intelligent Machine Tool Based on Edge-Cloud Collaboration.
IEEE Access, 2020

Deep Learning Based Channel Estimation for Intelligent Reflecting Surface Aided MISO-OFDM Systems.
Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

A 170μW Image Signal Processor Enabling Hierarchical Image Recognition for Intelligence at the Edge.
Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Exploring Unique Relevance for Mutual Information based Feature Selection.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Computational Intelligence in Science Education.
Proceedings of the ICFET 2020, 2020

2019
A Flexible Temperature Sensor Array with Polyaniline/Graphene-Polyvinyl Butyral Thin Film.
Sensors, 2019

Long-range Prediction of Vital Signs Using Generative Boosting via LSTM Networks.
CoRR, 2019

SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Hybrid Feature Learning Using Autoencoders for Early Prediction of Sepsis.
Proceedings of the 46th Computing in Cardiology, 2019

Early Prediction of Sepsis via SMOTE Upsampling and Mutual Information Based Downsampling.
Proceedings of the 46th Computing in Cardiology, 2019

Early Prediction of Vital Signs Using Generative Boosting via LSTM Networks.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
An improved genetic approach for composing optimal collaborative learning groups.
Knowl. Based Syst., 2018

Feature Selection Based on Unique Relevant Information for Health Data.
CoRR, 2018

Complex Modeling of the Effects of Blasting on the Stability of Surrounding Rocks and Embankment in Water-Conveyance Tunnels.
Complex., 2018

The Influence of Media News Frame on Consumer's Brand Attitudes in the Context of Product-harm Crisis.
Proceedings of the 17th Wuhan International Conference on E-Business, 2018

ParallelNet: A Depth-Guided Parallel Convolutional Network for Scene Segmentation.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization.
Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network.
Proceedings of the 37th IEEE International Performance Computing and Communications Conference, 2018

SURI: Feature Selection Based on Unique Relevant Information for Health Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Concentrated high intensity electric field (CHIEF) system for non-thermal pasteurization of liquid foods: Modeling and simulation of fluid mechanics, electric analysis, and heat transfer.
Comput. Chem. Eng., 2017

Analysis and reduction of SRAM PUF Bit Error Rate.
Proceedings of the 2017 International Symposium on VLSI Design, Automation and Test, 2017

Self-programming networks: Architecture and algorithms.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Learning to Argue: The Role of Peer Assessment.
Proceedings of the Transforming Learning, 2016

Toward an Integrated Framework of Scientific Reasoning.
Proceedings of the Transforming Learning, 2016

Extracting dielectric spectroscopic properties from microwave-induced thermoacoustic signals.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Virtual Experiments or Worked Examples? How to Learn the Control of Variable Strategy.
Technol. Knowl. Learn., 2015

2013
Analytical Analysis and Field Test Investigation of Consolidation for CCSG Pile Composite Foundation in Soft Clay.
J. Appl. Math., 2013

Supporting Self-regulated Learning with Moodle Forums.
Proceedings of the 10th International Conference on Computer-Supported Collaborative Learning, 2013

2012
Improving Students' Scientific Reasoning Skills via Virtual Experiments and Worked Examples.
Proceedings of the Future of Learning: Proceedings of the 10th International Conference of the Learning Sciences, 2012

Wirelength driven I/O buffer placement for flip-chip with timing-constrained.
Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2012


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