Guangli Li

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 63

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J. Syst. Archit.

Publications

Xiaohui Wei, Nan Jiang, Hengshan Yue, Xiaonan Wang, Jianpeng Zhao, Guangli Li, Meikang Qiu
ApproxDup: Developing an Approximate Instruction Duplication Mechanism for Efficient SDC Detection in GPGPUs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (4) (2024)
Chenyang Song, Xu Han, Zhengyan Zhang, Shengding Hu, Xiyu Shi, Kuai Li, Chen Chen, Zhiyuan Liu, Guangli Li, Tao Yang, Maosong Sun
ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models. CoRR (2024)
Feng Yu, Guangli Li, Jiacheng Zhao, Huimin Cui, Xiaobing Feng, Jingling Xue
Optimizing Dynamic-Shape Neural Networks on Accelerators via On-the-Fly Micro-Kernel Polymerization. ASPLOS (2) (2024)
Lei Xia, Jianfeng Tang, Guangli Li, Jun Fu, Shukai Duan, Lidan Wang
Time Series Classification Based on Forward Echo State Convolution Network. Neural Process. Lett. 56 (3) (2024)
Xueying Wang, Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang
Fast Convolution Meets Low Precision: Exploring Efficient Quantized Winograd Convolution on Modern CPUs. ACM Trans. Archit. Code Optim. 21 (1) (2024)
Xiaohui Wei, Xinyang Zheng, Chenyang Wang, Guangli Li, Hengshan Yue
FASS-pruner: customizing a fine-grained CNN accelerator-aware pruning framework via intra-filter splitting and inter-filter shuffling. CCF Trans. High Perform. Comput. 5 (3) (2023)
Guangli Li, Guangting Wu, Guangxin Xu, Chuanxiu Li, Zhiliang Zhu, Yiyuan Ye, Hongbin Zhang
Pathological image classification via embedded fusion mutual learning. Biomed. Signal Process. Control. 79 (Part) (2023)
Chuanxiu Li, Guangli Li, Hongbin Zhang, Donghong Ji
Embedded mutual learning: A novel online distillation method integrating diverse knowledge sources. Appl. Intell. 53 (10) (2023)
Xueying Wang, Guangli Li, Xiu Ma, Xiaobing Feng
Facilitating hardware-aware neural architecture search with learning-based predictive models. J. Syst. Archit. 137 (2023)
Guangli Li, Xiu Ma, Qiuchu Yu, Lei Liu, Huaxiao Liu, Xueying Wang
CoAxNN: Optimizing on-device deep learning with conditional approximate neural networks. J. Syst. Archit. 143 (2023)
Hongbin Zhang, Xiang Zhong, Guangli Li, Wei Liu, Jiawei Liu, Donghong Ji, Xiong Li, Jianguo Wu
BCU-Net: Bridging ConvNeXt and U-Net for medical image segmentation. Comput. Biol. Medicine 159 (2023)
Chuanxiu Li, Guangli Li, Hongbin Zhang, Donghong Ji
Correction to: Embedded mutual learning: a novel online distillation method integrating diverse knowledge sources. Appl. Intell. 53 (13) (2023)
Xiang Zhong, Hongbin Zhang, Guangli Li, Donghong Ji
Do you need sharpened details? Asking MMDC-Net: Multi-layer multi-scale dilated convolution network for retinal vessel segmentation. Comput. Biol. Medicine 150 (2022)
Guangli Li, Xiu Ma, Xueying Wang, Hengshan Yue, Jiansong Li, Lei Liu, Xiaobing Feng, Jingling Xue
Optimizing deep neural networks on intelligent edge accelerators via flexible-rate filter pruning. J. Syst. Archit. 124 (2022)
Guangli Li, Guangxin Xu, Guangting Wu, Yiyuan Ye, Chuanxiu Li, Hongbin Zhang, Donghong Ji
Se-xDeepFEFM: Combining Low-Order Feature Refinement and Interaction Intensity Evaluation for Click-Through Rate Prediction. Symmetry 14 (10) (2022)
Hongbin Zhang, Weinan Liang, Chuanxiu Li, Qipeng Xiong, Haowei Shi, Lang Hu, Guangli Li
DCML: Deep contrastive mutual learning for COVID-19 recognition. Biomed. Signal Process. Control. 77 (2022)
Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Xueying Wang
Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs. Neurocomputing 505 (2022)
Guangli Li, Chuanxiu Li, Guangting Wu, Guangxin Xu, Ying Zhou, Hongbin Zhang
MF-OMKT: Model fusion based on online mutual knowledge transfer for breast cancer histopathological image classification. Artif. Intell. Medicine 134 (2022)
Guangli Li
Analysis of Matching of Corpus Input and English Proficiency Based on the Big Data Neural Network Model. Adv. Multim. 2022 (2022)
Jiansong Li, Xueying Wang, Xiaobing Chen, Guangli Li, Xiao Dong, Peng Zhao, Xianzhi Yu, Yongxin Yang, Wei Cao, Lei Liu, Xiaobing Feng
An Application-oblivious Memory Scheduling System for DNN Accelerators. ACM Trans. Archit. Code Optim. 19 (4) (2022)
Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng
Pinpointing the Memory Behaviors of DNN Training. ISPASS (2021)
Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Peng Zhao, Lei Liu, Xiaobing Feng
Compiler-assisted Operator Template Library for DNN Accelerators. Int. J. Parallel Program. 49 (5) (2021)
Xiu Ma, Guangli Li, Lei Liu, Huaxiao Liu, Lei Liu, Xiaobing Feng
Understanding the Runtime Overheads of Deep Learning Inference on Edge Devices. ISPA/BDCloud/SocialCom/SustainCom (2021)
Guangli Li, Jingling Xue, Lei Liu, Xueying Wang, Xiu Ma, Xiao Dong, Jiansong Li, Xiaobing Feng
Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs. CGO (2021)
Guangli Li, Jianwu Zhuo, Chuanxiu Li, Jin Hua, Tian Yuan, Zhengyu Niu, Donghong Ji, Renzhong Wu, Hongbin Zhang
Multi-modal visual adversarial Bayesian personalized ranking model for recommendation. Inf. Sci. 572 (2021)
Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng
Pinpointing the Memory Behaviors of DNN Training. CoRR (2021)
Guangli Li, Chuanxiu Li, Guangting Wu, Donghong Ji, Hongbin Zhang
Multi-View Attention-Guided Multiple Instance Detection Network for Interpretable Breast Cancer Histopathological Image Diagnosis. IEEE Access 9 (2021)
Hengshan Yue, Xiaohui Wei, Guangli Li, Jianpeng Zhao, Nan Jiang, Jingweijia Tan
G-SEPM: building an accurate and efficient soft error prediction model for GPGPUs. SC (2021)
Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang
LoWino: Towards Efficient Low-Precision Winograd Convolutions on Modern CPUs. ICPP (2021)
Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng
LANCE: Efficient Low-Precision Quantized Winograd Convolution for Neural Networks Based on Graphics Processing Units. CoRR (2020)
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs. Euro-Par (2020)
Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs. CoRR (2020)
Guangli Li, Lei Liu, Xueying Wang, Xiu Ma, Xiaobing Feng
Lance: efficient low-precision quantized winograd convolution for neural networks based on graphics processing units. ICASSP (2020)
Jiansong Li, Zihan Jiang, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Wei Cao, Lei Liu, Yanzhi Wang, Tao Li, Xiaobing Feng
Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators. ISPA/BDCloud/SocialCom/SustainCom (2020)
Hongbin Zhang, Jinpeng Wu, Haowei Shi, Ziliang Jiang, Donghong Ji, Tian Yuan, Guangli Li
Multidimensional Extra Evidence Mining for Image Sentiment Analysis. IEEE Access 8 (2020)
Hongbin Zhang, Ziliang Jiang, Qipeng Xiong, Jinpeng Wu, Tian Yuan, Guangli Li, Yiwang Huang, Donghong Ji
Gathering Effective Information for Real-Time Material Recognition. IEEE Access 8 (2020)
Guangli Li, Tian Yuan, Chuanxiu Li, Jianwu Zhuo, Ziliang Jiang, Jinpeng Wu, Donghong Ji, Hongbin Zhang
Effective Breast Cancer Recognition Based on Fine-Grained Feature Selection. IEEE Access 8 (2020)
Guangli Li, Lei Liu, Tongbo Zhang, Hang Yu, Yue Xu, Shuai Lü
Visual field movement detection model based on low-resolution images. Int. J. Embed. Syst. 12 (1) (2020)
Hongbin Zhang, Diedie Qiu, Renzhong Wu, Donghong Ji, Guangli Li, Zhenyu Niu, Tao Li
Novel model to integrate word embeddings and syntactic trees for automatic caption generation from images. Soft Comput. 24 (2) (2020)
Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. CoRR (2020)
Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng
Compiler-Assisted Operator Template Library for DNN Accelerators. NPC (2020)
Xiao Dong, Lei Liu, Guangli Li, Jiansong Li, Peng Zhao, Xueying Wang, Xiaobing Feng
Exploiting the input sparsity to accelerate deep neural networks: poster. PPoPP (2019)
Xiao Dong, Lei Liu, Peng Zhao, Guangli Li, Jiansong Li, Xueying Wang, Xiaobing Feng
Acorns: A Framework for Accelerating Deep Neural Networks with Input Sparsity. PACT (2019)
Guangli Li, Lei Liu, Xiaobing Feng
Accelerating GPU Computing at Runtime with Binary Optimization. CGO (2019)
Guangli Li, Tao Zhu, Jin Hua, Tian Yuan, Zhengyu Niu, Tao Li, Hongbin Zhang
Asking Images: Hybrid Recommendation System for Tourist Spots by Hierarchical Sampling Statistics and Multimodal Visual Bayesian Personalized Ranking. IEEE Access 7 (2019)
Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng
Background subtraction on depth videos with convolutional neural networks. CoRR (2019)
Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng
XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips. Bench (2019)
Chuanqi Jiang, Hua Wang, Jiaxin Yan, Xiaole Li, Guangli Li
Swarm Intelligence Optimized Generative Model for Network Performance Prediction. HPCC/SmartCity/DSS (2019)
Boyang Yu, Jiejing Shao, Quan Cheng, Hang Yu, Guangli Li, Shuai Lü
Multi-Source News Recommender System Based on Convolutional Neural Networks. ICIIP (2018)
Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge. CoRR (2018)
Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng
Fast CNN Pruning via Redundancy-Aware Training. ICANN (1) (2018)
Quanguo He, Jun Liu, Xiaopeng Liu, Guangli Li, Peihong Deng, Jing Liang, Dongchu Chen
-Electrochemically Reduced Graphene Oxide Composite-Modified Electrodes. Sensors 18 (6) (2018)
Jingheng Ning, Quanguo He, Xin Luo, Min Wang, Donglin Liu, Jianhui Wang, Jun Liu, Guangli Li
O-Electrochemically Reduced Graphene Oxide Nanocomposite Film. Sensors 18 (9) (2018)
Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng
Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge. ICANN (1) (2018)
Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng
Background Subtraction on Depth Videos with Convolutional Neural Networks. IJCNN (2018)
Quanguo He, Jun Liu, Xiaopeng Liu, Guangli Li, Peihong Deng, Jing Liang
O-Reduced Graphene Nanocomposite Modified Electrodes towards Ultrasensitive Dopamine Detection. Sensors 18 (1) (2018)
Peng Zhang, Lei Liu, Rui Zhang, Guangli Li
Loss evaluation analysis of illegal attack in SCSKP. Soft Comput. 21 (2) (2017)
Hang Yu, Quan Cheng, Jiejing Shao, Boyang Yu, Guangli Li, Shuai Lü
WPNet: Wallpaper Recommendation with Deep Convolutional Neural Networks. GSKI (2) (2017)
Lei Liu, Yang Yang, Guangli Li, Qi Wang, Shuai Lü
Redundancy checking algorithms based on parallel novel extension rule. J. Exp. Theor. Artif. Intell. 29 (3) (2017)
Mingzhe Tan, Ce Chi, Jiahao Zhang, Shichang Zhao, Guangli Li, Shuai Lü
An Energy-aware Virtual Machine Placement Algorithm in Cloud Data Center. ICIIP (2017)
Jiazhen Han, Zhengheng Yuan, Yiheng Han, Cheng Peng, Jing Liu, Guangli Li
An adaptive scheduling algorithm for heterogeneous Hadoop systems. ICIS (2017)
Guangli Li, Guancheng Wang, Qiang Wang, Fan Fei, Shuai Lü, Degui Guo
ANN: a heuristic search algorithm based on artificial neural networks. ICIIP (2016)
Peijun Du, Guangli Li, Wei Zhang, Xiaomei Wang, Hao Sun
Consistency Measure of Multiple Classifiers for Land Cover Classification by Remote Sensing Image. MCS (2009)