Yawei Li

Orcid: 0000-0002-8948-7892

According to our database1, Yawei Li authored at least 102 papers between 2004 and 2024.

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

Timeline

Legend:

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Bibliography

2024
VRT: A Video Restoration Transformer.
IEEE Trans. Image Process., 2024

Informing immunotherapy with multi-omics driven machine learning.
npj Digit. Medicine, 2024

Key-Graph Transformer for Image Restoration.
CoRR, 2024

Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary.
CoRR, 2024

2023
Practical Blind Image Denoising via Swin-Conv-UNet and Data Synthesis.
Mach. Intell. Res., December, 2023

A technical evaluation on the mathematical attitudes and fitting accuracy of soil moisture retention curve models.
Comput. Electron. Agric., December, 2023

3D reconstruction of plants using probabilistic voxel carving.
Comput. Electron. Agric., October, 2023

Redefined target sample-based background-aware correlation filters for object tracking.
Appl. Intell., May, 2023

UAV Tracking Based on Correlation Filters With Dynamic Aberrance-Repressed Temporal Regularizations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Q-Segment: Segmenting Images In-Sensor for Vessel-Based Medical Diagnosis.
CoRR, 2023

A Low-Power Neuromorphic Approach for Efficient Eye-Tracking.
CoRR, 2023

Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO.
CoRR, 2023

AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments.
CoRR, 2023

Probabilistic Self-supervised Learning via Scoring Rules Minimization.
CoRR, 2023

A Dual-Perspective Approach to Evaluating Feature Attribution Methods.
CoRR, 2023

LocalViT: Analyzing Locality in Vision Transformers.
IROS, 2023

TinyTracker: Ultra-Fast and Ultra-Low-Power Edge Vision In-Sensor for Gaze Estimation.
Proceedings of the 2023 IEEE SENSORS, Vienna, Austria, October 29 - Nov. 1, 2023, 2023

Learning continuous piecewise non-linear activation functions for deep neural networks.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Feature Aggregating Network with Inter-Frame Interaction for Efficient Video Super-Resolution.
Proceedings of the IEEE International Conference on Data Mining, 2023


NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results.
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Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


LSDIR: A Large Scale Dataset for Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Efficient and Explicit Modelling of Image Hierarchies for Image Restoration.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Machine Learning for Lung Cancer Diagnosis, Treatment, and Prognosis.
Genom. Proteom. Bioinform., October, 2022

Towards Efficient Deep Neural Networks.
PhD thesis, 2022

Plug-and-Play Image Restoration With Deep Denoiser Prior.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
CoRR, 2022

Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models.
CoRR, 2022

Practical Blind Denoising via Swin-Conv-UNet and Data Synthesis.
CoRR, 2022

Machine Learning Applications in Lung Cancer Diagnosis, Treatment and Prognosis.
CoRR, 2022

Incorporating Transformers and Attention Networks for Stock Movement Prediction.
Complex., 2022

A Feature Extraction Algorithm Based on Blockchain Storage that Combines ORB Feature Points and Quadtree Division.
Proceedings of the Smart Computing and Communication - 7th International Conference, 2022

Reference-Based Image Super-Resolution with Deformable Attention Transformer.
Proceedings of the Computer Vision - ECCV 2022, 2022

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Revisiting Random Channel Pruning for Neural Network Compression.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Dynamic Scene Video Deblurring Using Robust Incremental Weighted Fourier Aggregation.
IEEE Signal Process. Lett., 2021

Model and algorithm for the first-level maintenance operation optimization of EMU trains.
J. Intell. Fuzzy Syst., 2021

Video Super-Resolution Transformer.
CoRR, 2021

LocalViT: Bringing Locality to Vision Transformers.
CoRR, 2021

Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Towards Efficient Graph Convolutional Networks for Point Cloud Handling.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Unsupervised Real-World Image Super Resolution via Domain-Distance Aware Training.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

The Heterogeneity Hypothesis: Finding Layer-Wise Differentiated Network Architectures.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Virtual Reality Interaction and Security Control System Framework Based on Digital Twin.
Proceedings of the Cyber Security Intelligence and Analytics, 2021

Unsupervised clustering analysis of SARS-Cov-2 population structure reveals six major subtypes at early stage across the world.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
Performance-weighted-voting model: an ensemble machine learning method for cancer type classification using whole-exome sequencing mutation.
Quant. Biol., 2020

Image deblurring using tri-segment intensity prior.
Neurocomputing, 2020

The Heterogeneity Hypothesis: Finding Layer-Wise Dissimilated Network Architecture.
CoRR, 2020

Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training.
CoRR, 2020

BID: An Effective Blind Image Deblurring Scheme to Estimate the Blur Kernel for Various Scenarios.
IEEE Access, 2020

Video Object Detection Guided by Object Blur Evaluation.
IEEE Access, 2020

CTDMA: Color-aware TDMA Network System For Low latency and High Throughput in Dense D2D Wireless Network.
Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Dense Block U-net for Dynamic Scene Deblurring.
Proceedings of the ICGSP 2020: The 4th International Conference on Graphics and Signal Processing, 2020


DHP: Differentiable Meta Pruning via HyperNetworks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Experts Displayed Better Prediction for Unexpected Basketball Made Shots by Using Ball Clues.
Proceedings of the Advances in Neuroergonomics and Cognitive Engineering, 2020

2019
Robust Visual Tracking via Multiple Experts With Correlation Filters.
IEEE Access, 2019

Learning Filter Basis for Convolutional Neural Network Compression.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Guided Network for Fast Image Denoising.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Design an Ultra-low Adsorption Gas Sampling System for Ozone and Photochemical Continuous Online Monitoring Instruments.
Proceedings of the 14th International Conference on Computer Science & Education, 2019

3D Appearance Super-Resolution With Deep Learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Logistic Regression with Robust Bootstrapping.
Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

2018
Simplified neural network for generalized least absolute deviation.
Neural Comput. Appl., 2018

Modified non-local means for super-resolution of hybrid videos.
Comput. Vis. Image Underst., 2018

Individualized analysis of differentially expressed miRNAs with application to the identification of miRNAs deregulated commonly in lung cancer tissues.
Briefings Bioinform., 2018

CARN: Convolutional Anchored Regression Network for Fast and Accurate Single Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018


2017
A BAD Demonstration: Towards Big Active Data.
Proc. VLDB Endow., 2017

2016
A new neural network for l<sub>1</sub>-norm programming.
Neurocomputing, 2016

Word Recognition with Deep Conditional Random Fields.
CoRR, 2016

Spatiotemporal super-resolution for multiview video in transform domain.
Proceedings of the 2016 Visual Communications and Image Processing, 2016

Multiview Video Super-Resolution via Information Extraction and Merging.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Semi-supervised auto-encoder based on manifold learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Bilateral video super-resolution using non-local means with adaptive parameters.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Joint visual denoising and classification using deep learning.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

A combined visual tracker based on global appearance and local features.
Proceedings of the IEEE International Conference on Information and Automation, 2016

A novel algorithm for abandoned object detection.
Proceedings of the IEEE International Conference on Information and Automation, 2016

Video Super Resolution Using Non-Local Means with Adaptive Decaying Factor and Searching Window.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
Max-Pooling Convolutional Neural Network for Chinese Digital Gesture Recognition.
Proceedings of the Information Technology and Intelligent Transportation Systems, 2015

2011
FREM: A Fast Restart Mechanism for General Checkpoint/Restart.
IEEE Trans. Computers, 2011

Megastore: Providing Scalable, Highly Available Storage for Interactive Services.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010
Toward Automated Anomaly Identification in Large-Scale Systems.
IEEE Trans. Parallel Distributed Syst., 2010

On Sweep Coverage with Minimum Mobile Sensors.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

2009
Fault-Aware Runtime Strategies for High-Performance Computing.
IEEE Trans. Parallel Distributed Syst., 2009

2008
Adaptive Fault Management of Parallel Applications for High-Performance Computing.
IEEE Trans. Computers, 2008

Analytical study of migration-enhanced fault tolerance for long-running applications in IFR systems.
Int. J. Parallel Emergent Distributed Syst., 2008

Enhancing application robustness through adaptive fault tolerance.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

A fast restart mechanism for checkpoint/recovery protocols in networked environments.
Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

2007
Fault-Driven Re-Scheduling For Improving System-level Fault Resilience.
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

A Meta-Learning Failure Predictor for Blue Gene/L Systems.
Proceedings of the 2007 International Conference on Parallel Processing (ICPP 2007), 2007

Anomaly localization in large-scale clusters.
Proceedings of the 2007 IEEE International Conference on Cluster Computing, 2007

2006
DistDLB: Improving cosmology SAMR simulations on distributed computing systems through hierarchical load balancing.
J. Parallel Distributed Comput., 2006

Poster reception - Improving fault resilience of high performance applications.
Proceedings of the ACM/IEEE SC2006 Conference on High Performance Networking and Computing, 2006

Exploit Failure Prediction for Adaptive Fault-Tolerance in Cluster Computing.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006

2005
Fuzzy Pattern Recognition Approach to Construction Contractor Selection.
Fuzzy Optim. Decis. Mak., 2005

A novel workload migration scheme for heterogeneous distributed computing.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

2004
A Survey of Load Balancing in Grid Computing.
Proceedings of the Computational and Information Science, First International Symposium, 2004


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