Guangli Li

Orcid: 0000-0002-9738-261X

According to our database1, Guangli Li authored at least 58 papers between 2009 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Time Series Classification Based on Forward Echo State Convolution Network.
Neural Process. Lett., June, 2024

ApproxDup: Developing an Approximate Instruction Duplication Mechanism for Efficient SDC Detection in GPGPUs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2024

Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs.
ACM Trans. Archit. Code Optim., March, 2024

ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models.
CoRR, 2024

Optimizing Dynamic-Shape Neural Networks on Accelerators via On-the-Fly Micro-Kernel Polymerization.
Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks.
J. Syst. Archit., October, 2023

FASS-pruner: customizing a fine-grained CNN accelerator-aware pruning framework via intra-filter splitting and inter-filter shuffling.
CCF Trans. High Perform. Comput., September, 2023

Correction to: Embedded mutual learning: a novel online distillation method integrating diverse knowledge sources.
Appl. Intell., July, 2023

BCU-Net: Bridging ConvNeXt and U-Net for medical image segmentation.
Comput. Biol. Medicine, June, 2023

Embedded mutual learning: A novel online distillation method integrating diverse knowledge sources.
Appl. Intell., May, 2023

Facilitating hardware-aware neural architecture search with learning-based predictive models.
J. Syst. Archit., April, 2023

Pathological image classification via embedded fusion mutual learning.
Biomed. Signal Process. Control., 2023

2022
An Application-oblivious Memory Scheduling System for DNN Accelerators.
ACM Trans. Archit. Code Optim., 2022

Se-xDeepFEFM: Combining Low-Order Feature Refinement and Interaction Intensity Evaluation for Click-Through Rate Prediction.
Symmetry, 2022

Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning.
J. Syst. Archit., 2022

Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs.
Neurocomputing, 2022

Do you need sharpened details? Asking MMDC-Net: Multi-layer multi-scale dilated convolution network for retinal vessel segmentation.
Comput. Biol. Medicine, 2022

DCML: Deep contrastive mutual learning for COVID-19 recognition.
Biomed. Signal Process. Control., 2022

MF-OMKT: Model fusion based on online mutual knowledge transfer for breast cancer histopathological image classification.
Artif. Intell. Medicine, 2022

Analysis of Matching of Corpus Input and English Proficiency Based on the Big Data Neural Network Model.
Adv. Multim., 2022

2021
Multi-modal visual adversarial Bayesian personalized ranking model for recommendation.
Inf. Sci., 2021

Compiler-assisted Operator Template Library for DNN Accelerators.
Int. J. Parallel Program., 2021

Multi-View Attention-Guided Multiple Instance Detection Network for Interpretable Breast Cancer Histopathological Image Diagnosis.
IEEE Access, 2021

G-SEPM: building an accurate and efficient soft error prediction model for GPGPUs.
Proceedings of the International Conference for High Performance Computing, 2021

Pinpointing the Memory Behaviors of DNN Training.
Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2021

Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

LoWino: Towards Efficient Low-Precision Winograd Convolutions on Modern CPUs.
Proceedings of the ICPP 2021: 50th International Conference on Parallel Processing, Lemont, IL, USA, August 9, 2021

Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs.
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2021

2020
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Novel model to integrate word embeddings and syntactic trees for automatic caption generation from images.
Soft Comput., 2020

Visual field movement detection model based on low-resolution images.
Int. J. Embed. Syst., 2020

Multidimensional Extra Evidence Mining for Image Sentiment Analysis.
IEEE Access, 2020

Gathering Effective Information for Real-Time Material Recognition.
IEEE Access, 2020

Effective Breast Cancer Recognition Based on Fine-Grained Feature Selection.
IEEE Access, 2020

Compiler-Assisted Operator Template Library for DNN Accelerators.
Proceedings of the Network and Parallel Computing, 2020

Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators.
Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.
Proceedings of the Euro-Par 2020: Parallel Processing, 2020

2019
Asking Images: Hybrid Recommendation System for Tourist Spots by Hierarchical Sampling Statistics and Multimodal Visual Bayesian Personalized Ranking.
IEEE Access, 2019

Exploiting the input sparsity to accelerate deep neural networks: poster.
Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019

Swarm Intelligence Optimized Generative Model for Network Performance Prediction.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

Accelerating GPU Computing at Runtime with Binary Optimization.
Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips.
Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

Acorns: A Framework for Accelerating Deep Neural Networks with Input Sparsity.
Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018
Rapid and Sensitive Determination of Vanillin Based on a Glassy Carbon Electrode Modified with Cu<sub>2</sub>O-Electrochemically Reduced Graphene Oxide Nanocomposite Film.
Sensors, 2018

Sensitive and Selective Detection of Tartrazine Based on TiO<sub>2</sub>-Electrochemically Reduced Graphene Oxide Composite-Modified Electrodes.
Sensors, 2018

Preparation of Cu<sub>2</sub>O-Reduced Graphene Nanocomposite Modified Electrodes towards Ultrasensitive Dopamine Detection.
Sensors, 2018

Background Subtraction on Depth Videos with Convolutional Neural Networks.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-Source News Recommender System Based on Convolutional Neural Networks.
Proceedings of the 3rd International Conference on Intelligent Information Processing, 2018

Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Fast CNN Pruning via Redundancy-Aware Training.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017
Loss evaluation analysis of illegal attack in SCSKP.
Soft Comput., 2017

Redundancy checking algorithms based on parallel novel extension rule.
J. Exp. Theor. Artif. Intell., 2017

An Energy-aware Virtual Machine Placement Algorithm in Cloud Data Center.
Proceedings of the 2nd International Conference on Intelligent Information Processing, 2017

WPNet: Wallpaper Recommendation with Deep Convolutional Neural Networks.
Proceedings of the Geo-Spatial Knowledge and Intelligence - 5th International Conference, 2017

An adaptive scheduling algorithm for heterogeneous Hadoop systems.
Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016
ANN: a heuristic search algorithm based on artificial neural networks.
Proceedings of the 2016 International Conference on Intelligent Information Processing, 2016

2009
Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009


  Loading...