Kun Yuan

Orcid: 0000-0002-3681-2196

According to our database1, Kun Yuan authored at least 173 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An enhanced gradient-tracking bound for distributed online stochastic convex optimization.
Signal Process., April, 2024

Facial expression-enhanced recommendation for virtual fitting rooms.
Decis. Support Syst., February, 2024

QNCD: Quantization Noise Correction for Diffusion Models.
CoRR, 2024

Enhancing Gait Video Analysis in Neurodegenerative Diseases by Knowledge Augmentation in Vision Language Model.
CoRR, 2024

CasSR: Activating Image Power for Real-World Image Super-Resolution.
CoRR, 2024

XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution.
CoRR, 2024

KVQ: Kwai Video Quality Assessment for Short-form Videos.
CoRR, 2024

Asynchronous Diffusion Learning with Agent Subsampling and Local Updates.
CoRR, 2024

Decentralized Bilevel Optimization over Graphs: Loopless Algorithmic Update and Transient Iteration Complexity.
CoRR, 2024

2023
Semantic and Structural View Fusion Modeling for Social Recommendation.
IEEE Trans. Knowl. Data Eng., November, 2023

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.
Medical Image Anal., October, 2023

Computed tomography image and mechanism of spiral neuron T-type calcification channel of elderly patient with senile sudden deafness under embedded system combined with artificial intelligence algorithm.
Expert Syst. J. Knowl. Eng., May, 2023

Dual Subgraph-Based Graph Neural Network for Friendship Prediction in Location-Based Social Networks.
ACM Trans. Knowl. Discov. Data, April, 2023

Spectrophotometer Design Using Single-Grating, Single-Sensor, Double-Beam Spectroscope.
IEEE Trans. Instrum. Meas., 2023

Advancing Surgical VQA with Scene Graph Knowledge.
CoRR, 2023

Model-free Test Time Adaptation for Out-Of-Distribution Detection.
CoRR, 2023

RandCom: Random Communication Skipping Method for Decentralized Stochastic Optimization.
CoRR, 2023

BEVHeight++: Toward Robust Visual Centric 3D Object Detection.
CoRR, 2023

Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures.
CoRR, 2023

NTIRE 2023 Quality Assessment of Video Enhancement Challenge.
CoRR, 2023

Momentum Benefits Non-IID Federated Learning Simply and Provably.
CoRR, 2023

Lower Bounds and Accelerated Algorithms in Distributed Stochastic Optimization with Communication Compression.
CoRR, 2023

Quality-aware Pre-trained Models for Blind Image Quality Assessment.
CoRR, 2023

NDT Method for Weld Defects Based on FMPVit Transformer Model.
IEEE Access, 2023

Unbiased Compression Saves Communication in Distributed Optimization: When and How Much?
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Capturing Co-existing Distortions in User-Generated Content for No-reference Video Quality Assessment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Ada-DQA: Adaptive Diverse Quality-aware Feature Acquisition for Video Quality Assessment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation.
Proceedings of the International Conference on Machine Learning, 2023

DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm.
Proceedings of the International Conference on Machine Learning, 2023

An Image Emotion Classification Method Based on Supervised Contrastive Learning.
Proceedings of the 8th International Conference on Data Science in Cyberspace, 2023

Zoom-VQA: Patches, Frames and Clips Integration for Video Quality Assessment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Quality-aware Pretrained Models for Blind Image Quality Assessment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BEVHeight: A Robust Framework for Vision-based Roadside 3D Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Achieving Linear Speedup with Network-Independent Learning Rates in Decentralized Stochastic Optimization.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

On the Performance of Gradient Tracking with Local Updates.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
A Unified and Refined Convergence Analysis for Non-Convex Decentralized Learning.
IEEE Trans. Signal Process., 2022

Robust and Cost-Efficient Coordinated Primary Frequency Control of Wind Power and Demand Response Based on Their Complementary Regulation Characteristics.
IEEE Trans. Smart Grid, 2022

Anticipation for surgical workflow through instrument interaction and recognized Signals.
Medical Image Anal., 2022

Composition-selective full inclusion host-guest interaction of azobenzene-containing photoresponsive nanoring with fullerene C60.
J. Comput. Chem., 2022

Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks.
CoRR, 2022

Heavy-Tail Phenomenon in Decentralized SGD.
CoRR, 2022

Classifying Ships in SAR Images by Using Contour Bias Features and Transfer Learning.
IEEE Access, 2022

Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Communication-Efficient Topologies for Decentralized Learning with $O(1)$ Consensus Rate.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Lower Bounds and Nearly Optimal Algorithms in Distributed Learning with Communication Compression.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Image Classification via Multi-branch Position Attention Network.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Effective Model Sparsification by Scheduled Grow-and-Prune Methods.
Proceedings of the Tenth International Conference on Learning Representations, 2022

A Byzantine-Resilient Dual Subgradient Method for Vertical Federated Learning.
Proceedings of the IEEE International Conference on Acoustics, 2022

Self-supervised Correlation Mining Network for Person Image Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CHEX: CHannel EXploration for CNN Model Compression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


Nonlinear Kalman Filter Based Shop Floor RFID Data Fusion Algorithm.
Proceedings of the 6th International Conference on Computer Science and Application Engineering, 2022

ShowFace: Coordinated Face Inpainting with Memory-Disentangled Refinement Networks.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
Multiagent Fully Decentralized Value Function Learning With Linear Convergence Rates.
IEEE Trans. Autom. Control., 2021

Decentralized Proximal Gradient Algorithms With Linear Convergence Rates.
IEEE Trans. Autom. Control., 2021

Dyadic relational graph convolutional networks for skeleton-based human interaction recognition.
Pattern Recognit., 2021

BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning.
CoRR, 2021

Decentralized Composite Optimization with Compression.
CoRR, 2021

Removing Data Heterogeneity Influence Enhances Network Topology Dependence of Decentralized SGD.
CoRR, 2021

On the Comparison between Cyclic Sampling and Random Reshuffling.
CoRR, 2021

Differentiable Network Adaption with Elastic Search Space.
CoRR, 2021

Exponential Graph is Provably Efficient for Decentralized Deep Training.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

An Improved Analysis and Rates for Variance Reduction under Without-replacement Sampling Orders.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Surgical Workflow Anticipation Using Instrument Interaction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

CCX-rayNet: A Class Conditioned Convolutional Neural Network For Biplanar X-Rays to CT Volume.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Accelerating Gossip SGD with Periodic Global Averaging.
Proceedings of the 38th International Conference on Machine Learning, 2021

Learning N: M Fine-grained Structured Sparse Neural Networks From Scratch.
Proceedings of the 9th International Conference on Learning Representations, 2021

Differentiable Dynamic Wirings for Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Incorporating Convolution Designs into Visual Transformers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

DecentLaM: Decentralized Momentum SGD for Large-batch Deep Training.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor.
Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021

2020
Can Primal Methods Outperform Primal-Dual Methods in Decentralized Dynamic Optimization?
IEEE Trans. Signal Process., 2020

On the Influence of Bias-Correction on Distributed Stochastic Optimization.
IEEE Trans. Signal Process., 2020

Variance-Reduced Stochastic Learning Under Random Reshuffling.
IEEE Trans. Signal Process., 2020

Walkman: A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.
IEEE Trans. Signal Process., 2020

Dancing with Trump in the Stock Market: A Deep Information Echoing Model.
ACM Trans. Intell. Syst. Technol., 2020

A Proximal Diffusion Strategy for Multiagent Optimization With Sparse Affine Constraints.
IEEE Trans. Autom. Control., 2020

Crowd density estimation based on classification activation map and patch density level.
Neural Comput. Appl., 2020

DCGSA: A global self-attention network with dilated convolution for crowd density map generating.
Neurocomputing, 2020

Dynamic Graph: Learning Instance-aware Connectivity for Neural Networks.
CoRR, 2020

An Efficient Hybrid Model for Kidney Tumor Segmentation in CT Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

RAM-Net: A Residual Attention MobileNet to Detect COVID-19 Cases from Chest X-Ray Images.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Learning Connectivity of Neural Networks from a Topological Perspective.
Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis.
IEEE Trans. Signal Process., 2019

Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development.
IEEE Trans. Signal Process., 2019

Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling.
IEEE Trans. Signal Process., 2019

Stochastic Learning Under Random Reshuffling With Constant Step-Sizes.
IEEE Trans. Signal Process., 2019

Supervised Learning Under Distributed Features.
IEEE Trans. Signal Process., 2019

Dynamic Average Diffusion With Randomized Coordinate Updates.
IEEE Trans. Signal Inf. Process. over Networks, 2019

Detection Scheme Against Cyber-Physical Attacks on Load Frequency Control Based on Dynamic Characteristics Analysis.
IEEE Syst. J., 2019

Evolutionary bionic manipulator method based on capsule network.
J. Intell. Fuzzy Syst., 2019

Pivotal Role of Nonmetal Atoms in the Stabilities, Geometries, Electronic Structures, and Isoelectronic Chemistry of Sc3X@C80 (X = C, N, and O).
J. Comput. Chem., 2019

Whose posts to read: Finding social sensors for effective information acquisition.
Inf. Process. Manag., 2019

Towards Good Practices for Instance Segmentation.
CoRR, 2019

ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems and GANs.
CoRR, 2019

Image fusion of fault detection in power system based on deep learning.
Clust. Comput., 2019

The recognition of rice images by UAV based on capsule network.
Clust. Comput., 2019

Analysis of Charging Continuous Energy System and Stable Current Collection for Pantograph and Catenary of Pure Electric LHD.
Proceedings of the 2019 IEEE International Conference on Service Operations and Logistics, 2019

A Linearly Convergent Proximal Gradient Algorithm for Decentralized Optimization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Research on Modify Protection of Metrology Electronic Certificate Based on Blockchain Technology.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

Extended Disturbance Observer Based Execution Adjustment Estimation Method of Dynamic Demand Response.
Proceedings of the 2019 International Conference on Control, 2019

COVER: A Cluster-based Variance Reduced Method for Online Learning.
Proceedings of the IEEE International Conference on Acoustics, 2019

Distributed Value-Function Learning with Linear Convergence Rates.
Proceedings of the 17th European Control Conference, 2019

On the Performance of Exact Diffusion over Adaptive Networks.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Decentralized Dynamic ADMM with Quantized and Censored Communications.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

On the Comparison between Primal and Primal-dual Methods in Decentralized Dynamic Optimization.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Design of Target Recognition System Based on Machine Learning Hardware Accelerator.
Wirel. Pers. Commun., 2018

A Health Gateway for Mobile Monitoring in Nursing Home.
Wirel. Pers. Commun., 2018

Decentralized Consensus Optimization With Asynchrony and Delays.
IEEE Trans. Signal Inf. Process. over Networks, 2018

Novel Detection Scheme Design Considering Cyber Attacks on Load Frequency Control.
IEEE Trans. Ind. Informatics, 2018

Study on variability smoothing benefits of wind farm cluster.
Turkish J. Electr. Eng. Comput. Sci., 2018

Multi-Agent Fully Decentralized Off-Policy Learning with Linear Convergence Rates.
CoRR, 2018

Learning Under Distributed Features.
CoRR, 2018

A Communication-Efficient Random-Walk Algorithm for Decentralized Optimization.
CoRR, 2018

Stochastic Learning under Random Reshuffling.
CoRR, 2018

SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Convergence of Variance-Reduced Learning Under Random Reshuffling.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Efficient Variance-Reduced Learning Over Multi-Agent Networks.
Proceedings of the 26th European Signal Processing Conference, 2018

An Exponentially Convergent Algorithm for Learning Under Distributed Features.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

Dual Coupled Diffusion for Distributed Optimization with Affine Constraints.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017
Van Der Waals heterogeneous layer-layer carbon nanostructures involving π···H-C-C-H···π···H-C-C-H stacking based on graphene and graphane sheets.
J. Comput. Chem., 2017

User scheduling based on angles with block diagonalization in MU-MIMO broadcast.
Int. J. Commun. Syst., 2017

Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence.
CoRR, 2017

Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling.
CoRR, 2017

On the performance of random reshuffling in stochastic learning.
Proceedings of the 2017 Information Theory and Applications Workshop, 2017

Efficient cloud detection in remote sensing images using edge-aware segmentation network and easy-to-hard training strategy.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Deep Networks for Degraded Document Image Binarization through Pyramid Reconstruction.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Exact diffusion strategy for optimization by networked agents.
Proceedings of the 25th European Signal Processing Conference, 2017

Decentralized exact coupled optimization.
Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016
Multiuser MIMO User Selection Based on L 2-Hausdorff Distance with Block Diagonalization.
Wirel. Pers. Commun., 2016

EBL Overlapping Aware Stencil Planning for MCC System.
ACM Trans. Design Autom. Electr. Syst., 2016

On the Convergence of Decentralized Gradient Descent.
SIAM J. Optim., 2016

On the Influence of Momentum Acceleration on Online Learning.
J. Mach. Learn. Res., 2016

Cooperative tracking for nonlinear multi-agent systems with hybrid time-delayed protocol.
Neurocomputing, 2016

Stochastic gradient descent with finite samples sizes.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Online dual coordinate ascent learning.
Proceedings of the 24th European Signal Processing Conference, 2016

2015
Communication-Efficient Decentralized Event Monitoring in Wireless Sensor Networks.
IEEE Trans. Parallel Distributed Syst., 2015

Layout Decomposition for Triple Patterning Lithography.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2015

Theoretical prediction of the host-guest interactions between novel photoresponsive nanorings and C<sub>60</sub>: A strategy for facile encapsulation and release of fullerene.
J. Comput. Chem., 2015

A decentralised linear programming approach to energy-efficient event detection.
Int. J. Sens. Networks, 2015

2014
On the Linear Convergence of the ADMM in Decentralized Consensus Optimization.
IEEE Trans. Signal Process., 2014

Partial synchronization of the distributed parameter system with time delay via fuzzy control.
IMA J. Math. Control. Inf., 2014

2013
Linearly convergent decentralized consensus optimization with the alternating direction method of multipliers.
Proceedings of the IEEE International Conference on Acoustics, 2013

A linearized bregman algorithm for decentralized basis pursuit.
Proceedings of the 21st European Signal Processing Conference, 2013

E-BLOW: e-beam lithography overlapping aware stencil planning for MCC system.
Proceedings of the 50th Annual Design Automation Conference 2013, 2013

2012
E-Beam Lithography Stencil Planning and Optimization With Overlapped Characters.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

Synchronization of Coupled Networks with Mixed Delays by Intermittent Control.
J. Appl. Math., 2012

Dealing with IC manufacturability in extreme scaling (Embedded tutorial paper).
Proceedings of the 2012 IEEE/ACM International Conference on Computer-Aided Design, 2012

2011
E-beam lithography stencil planning and optimization with overlapped characters.
Proceedings of the 2011 International Symposium on Physical Design, 2011

Layout decomposition for triple patterning lithography.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

AENEID: a generic lithography-friendly detailed router based on post-RET data learning and hotspot detection.
Proceedings of the 48th Design Automation Conference, 2011

2010
Double Patterning Layout Decomposition for Simultaneous Conflict and Stitch Minimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2010

Manufacturability Aware Routing in Nanometer VLSI.
Found. Trends Electron. Des. Autom., 2010

Global Exponential Stability of Equilibrium Point of Hopfield Neural Network with Delay.
Proceedings of the Advances in Neural Networks, 2010

WISDOM: Wire spreading enhanced decomposition of masks in Double Patterning Lithography.
Proceedings of the 2010 International Conference on Computer-Aided Design, 2010

Mining actor correlations with hierarchical concurrence parsing.
Proceedings of the IEEE International Conference on Acoustics, 2010

A new graph-theoretic, multi-objective layout decomposition framework for double patterning lithography.
Proceedings of the 15th Asia South Pacific Design Automation Conference, 2010

2009
BoxRouter 2.0: A hybrid and robust global router with layer assignment for routability.
ACM Trans. Design Autom. Electr. Syst., 2009

ELIAD: Efficient Lithography Aware Detailed Routing Algorithm With Compact and Macro Post-OPC Printability Prediction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2009

Robust synchronization in arrays of coupled networks with delay and mixed coupling.
Neurocomputing, 2009

VisualCor system: search actor correlations in TV series.
Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Application of EM Algorithm to Hybrid Flow Shop Scheduling Problems with a Special Blocking.
Proceedings of 12th IEEE International Conference on Emerging Technologies and Factory Automation, 2009

Double patterning lithography friendly detailed routing with redundant via consideration.
Proceedings of the 46th Design Automation Conference, 2009

2008
Robust Stabilization of the Distributed Parameter System With Time Delay via Fuzzy Control.
IEEE Trans. Fuzzy Syst., 2008

ELIAD: efficient lithography aware detailed router with compact post-OPC printability prediction.
Proceedings of the 45th Design Automation Conference, 2008

2007
BoxRouter 2.0: architecture and implementation of a hybrid and robust global router.
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007

2006
Robust Stability of Switched Cohen-Grossberg Neural Networks With Mixed Time-Varying Delays.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Global Asymptotical Stability of Recurrent Neural Networks With Multiple Discrete Delays and Distributed Delays.
IEEE Trans. Neural Networks, 2006

Exponential stability and periodic solutions of fuzzy cellular neural networks with time-varying delays.
Neurocomputing, 2006

FTT Algorithm of Web Pageviews for Personalized Recommendation.
Proceedings of the Semantic Web, 2006

2005
An analysis of global asymptotic stability of delayed Cohen-Grossberg neural networks via nonsmooth analysis.
IEEE Trans. Circuits Syst. I Regul. Pap., 2005

2004
Global Exponential Stability of Cohen-Grossberg Neural Networks with Multiple Time-Varying Delays.
Proceedings of the Advances in Neural Networks, 2004


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