Guangli Li

According to our database, Guangli Li authored at least 57 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

ApproxDup: Developing an Approximate Instruction Duplication Mechanism for Efficient SDC Detection in GPGPUs.

Xiaohui Wei, Nan Jiang, Hengshan Yue, Xiaonan Wang, Jianpeng Zhao, Guangli Li, Meikang Qiu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., April, 2024

Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs.

Xueying Wang, Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang

ACM Trans. Archit. Code Optim., March, 2024

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

Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun

CoRR, 2024

Optimizing Dynamic-Shape Neural Networks on Accelerators via On-the-Fly Micro-Kernel Polymerization.

Feng Yu, Guangli Li, Jiacheng Zhao, Huimin Cui, Xiaobing Feng, Jingling Xue

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.

Guangli Li, Xiu Ma, Qiuchu Yu, Lei Liu, Huaxiao Liu, Xueying Wang

J. Syst. Archit., October, 2023

FASS-pruner: customizing a fine-grained CNN accelerator-aware pruning framework via intra-filter splitting and inter-filter shuffling.

Xiaohui Wei, Xinyang Zheng, Chenyang Wang, Guangli Li, Hengshan Yue

CCF Trans. High Perform. Comput., September, 2023

Correction to: Embedded mutual learning: a novel online distillation method integrating diverse knowledge sources.

Chuanxiu Li, Guangli Li, Hongbin Zhang, Donghong Ji

Appl. Intell., July, 2023

BCU-Net: Bridging ConvNeXt and U-Net for medical image segmentation.

Hongbin Zhang, Xiang Zhong, Guangli Li, Wei Liu, Jiawei Liu, Donghong Ji, Xiong Li, Jianguo Wu

Comput. Biol. Medicine, June, 2023

Embedded mutual learning: A novel online distillation method integrating diverse knowledge sources.

Chuanxiu Li, Guangli Li, Hongbin Zhang, Donghong Ji

Appl. Intell., May, 2023

Facilitating hardware-aware neural architecture search with learning-based predictive models.

Xueying Wang, Guangli Li, Xiu Ma, Xiaobing Feng

J. Syst. Archit., April, 2023

Pathological image classification via embedded fusion mutual learning.

Guangli Li, Guangting Wu, Guangxin Xu, Chuanxiu Li, Zhiliang Zhu, Yiyuan Ye, Hongbin Zhang

Biomed. Signal Process. Control., 2023

2022

An Application-oblivious Memory Scheduling System for DNN Accelerators.

Jiansong Li, Xueying Wang, Xiaobing Chen, Guangli Li, Xiao Dong, Peng Zhao, Xianzhi Yu, Yongxin Yang, Wei Cao, Lei Liu, Xiaobing Feng

ACM Trans. Archit. Code Optim., 2022

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

Guangli Li, Guangxin Xu, Guangting Wu, Yiyuan Ye, Chuanxiu Li, Hongbin Zhang, Donghong Ji

Symmetry, 2022

Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning.

Guangli Li, Xiu Ma, Xueying Wang, Hengshan Yue, Jiansong Li, Lei Liu, Xiaobing Feng, Jingling Xue

J. Syst. Archit., 2022

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

Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Xueying Wang

Neurocomputing, 2022

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

Xiang Zhong, Hongbin Zhang, Guangli Li, Donghong Ji

Comput. Biol. Medicine, 2022

DCML: Deep contrastive mutual learning for COVID-19 recognition.

Hongbin Zhang, Weinan Liang, Chuanxiu Li, Qipeng Xiong, Haowei Shi, Lang Hu, Guangli Li

Biomed. Signal Process. Control., 2022

MF-OMKT: Model fusion based on online mutual knowledge transfer for breast cancer histopathological image classification.

Guangli Li, Chuanxiu Li, Guangting Wu, Guangxin Xu, Ying Zhou, Hongbin Zhang

Artif. Intell. Medicine, 2022

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

Guangli Li

Adv. Multim., 2022

2021

Multi-modal visual adversarial Bayesian personalized ranking model for recommendation.

Guangli Li, Jianwu Zhuo, Chuanxiu Li, Jin Hua, Tian Yuan, Zhengyu Niu, Donghong Ji, Renzhong Wu, Hongbin Zhang

Inf. Sci., 2021

Compiler-assisted Operator Template Library for DNN Accelerators.

Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Peng Zhao, Lei Liu, Xiaobing Feng

Int. J. Parallel Program., 2021

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

Guangli Li, Chuanxiu Li, Guangting Wu, Donghong Ji, Hongbin Zhang

IEEE Access, 2021

G-SEPM: building an accurate and efficient soft error prediction model for GPGPUs.

Hengshan Yue, Xiaohui Wei, Guangli Li, Jianpeng Zhao, Nan Jiang, Jingweijia Tan

Proceedings of the International Conference for High Performance Computing, 2021

Pinpointing the Memory Behaviors of DNN Training.

Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng

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.

Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Lei Liu, Xiaobing Feng

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.

Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang

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.

Guangli Li, Jingling Xue, Lei Liu, Xueying Wang, Xiu Ma, Xiao Dong, Jiansong Li, Xiaobing Feng

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.

Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

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

Hongbin Zhang, Diedie Qiu, Renzhong Wu, Donghong Ji, Guangli Li, Zhenyu Niu, Tao Li

Soft Comput., 2020

Visual field movement detection model based on low-resolution images.

Guangli Li, Lei Liu, Tongbo Zhang, Hang Yu, Yue Xu, Shuai Lü

Int. J. Embed. Syst., 2020

Multidimensional Extra Evidence Mining for Image Sentiment Analysis.

Hongbin Zhang, Jinpeng Wu, Haowei Shi, Ziliang Jiang, Donghong Ji, Tian Yuan, Guangli Li

IEEE Access, 2020

Gathering Effective Information for Real-Time Material Recognition.

Hongbin Zhang, Ziliang Jiang, Qipeng Xiong, Jinpeng Wu, Tian Yuan, Guangli Li, Yiwang Huang, Donghong Ji

IEEE Access, 2020

Effective Breast Cancer Recognition Based on Fine-Grained Feature Selection.

Guangli Li, Tian Yuan, Chuanxiu Li, Jianwu Zhuo, Ziliang Jiang, Jinpeng Wu, Donghong Ji, Hongbin Zhang

IEEE Access, 2020

Compiler-Assisted Operator Template Library for DNN Accelerators.

Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng

Proceedings of the Network and Parallel Computing, 2020

Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators.

Jiansong Li, Zihan Jiang, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Wei Cao, Lei Liu, Yanzhi Wang, Tao Li, Xiaobing Feng

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.

Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs.

Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng

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.

Guangli Li, Tao Zhu, Jin Hua, Tian Yuan, Zhengyu Niu, Tao Li, Hongbin Zhang

IEEE Access, 2019

Exploiting the input sparsity to accelerate deep neural networks: poster.

Xiao Dong, Lei Liu, Guangli Li, Jiansong Li, Peng Zhao, Xueying Wang, Xiaobing Feng

Proceedings of the 24th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2019

Swarm Intelligence Optimized Generative Model for Network Performance Prediction.

Chuanqi Jiang, Hua Wang, Jiaxin Yan, Xiaole Li, Guangli Li

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.

Guangli Li, Lei Liu, Xiaobing Feng

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2019

XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips.

Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng

Proceedings of the Benchmarking, Measuring, and Optimizing, 2019

Acorns: A Framework for Accelerating Deep Neural Networks with Input Sparsity.

Xiao Dong, Lei Liu, Peng Zhao, Guangli Li, Jiansong Li, Xueying Wang, Xiaobing Feng

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 Cu₂O-Electrochemically Reduced Graphene Oxide Nanocomposite Film.

Jingheng Ning, Quanguo He, Xin Luo, Min Wang, Donglin Liu, Jianhui Wang, Jun Liu, Guangli Li

Sensors, 2018

Sensitive and Selective Detection of Tartrazine Based on TiO₂-Electrochemically Reduced Graphene Oxide Composite-Modified Electrodes.

Quanguo He, Jun Liu, Xiaopeng Liu, Guangli Li, Peihong Deng, Jing Liang, Dongchu Chen

Sensors, 2018

Preparation of Cu₂O-Reduced Graphene Nanocomposite Modified Electrodes towards Ultrasensitive Dopamine Detection.

Quanguo He, Jun Liu, Xiaopeng Liu, Guangli Li, Peihong Deng, Jing Liang

Sensors, 2018

Background Subtraction on Depth Videos with Convolutional Neural Networks.

Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-Source News Recommender System Based on Convolutional Neural Networks.

Boyang Yu, Jiejing Shao, Quan Cheng, Hang Yu, Guangli Li, Shuai Lü

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.

Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Fast CNN Pruning via Redundancy-Aware Training.

Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Loss evaluation analysis of illegal attack in SCSKP.

Peng Zhang, Lei Liu, Rui Zhang, Guangli Li

Soft Comput., 2017

Redundancy checking algorithms based on parallel novel extension rule.

Lei Liu, Yang Yang, Guangli Li, Qi Wang, Shuai Lü

J. Exp. Theor. Artif. Intell., 2017

An Energy-aware Virtual Machine Placement Algorithm in Cloud Data Center.

Mingzhe Tan, Ce Chi, Jiahao Zhang, Shichang Zhao, Guangli Li, Shuai Lü

Proceedings of the 2nd International Conference on Intelligent Information Processing, 2017

WPNet: Wallpaper Recommendation with Deep Convolutional Neural Networks.

Hang Yu, Quan Cheng, Jiejing Shao, Boyang Yu, Guangli Li, Shuai Lü

Proceedings of the Geo-Spatial Knowledge and Intelligence - 5th International Conference, 2017

An adaptive scheduling algorithm for heterogeneous Hadoop systems.

Jiazhen Han, Zhengheng Yuan, Yiheng Han, Cheng Peng, Jing Liu, Guangli Li

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.

Guangli Li, Guancheng Wang, Qiang Wang, Fan Fei, Shuai Lü, Degui Guo

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.

Peijun Du, Guangli Li, Wei Zhang, Xiaomei Wang, Hao Sun

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009