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2020 – today
- 2024
[j33]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): 173 (2024)- [j32]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): 5:1-5:26 (2024) - [j31]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): 1051-1064 (2024) - [c24]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: 797-812 - [i7]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 abs/2402.13516 (2024) - 2023
- [j30]Chuanxiu Li, Guangli Li, Hongbin Zhang, Donghong Ji:
Embedded mutual learning: A novel online distillation method integrating diverse knowledge sources. Appl. Intell. 53(10): 11524-11537 (2023) - [j29]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): 17240 (2023) - [j28]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): 104181 (2023) - [j27]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: 106960 (2023) - [j26]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): 292-303 (2023) - [j25]Xueying Wang, Guangli Li, Xiu Ma, Xiaobing Feng:
Facilitating hardware-aware neural architecture search with learning-based predictive models. J. Syst. Archit. 137: 102838 (2023) - [j24]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: 102978 (2023) - 2022
- [j23]Guangli Li:
Analysis of Matching of Corpus Input and English Proficiency Based on the Big Data Neural Network Model. Adv. Multim. 2022: 2190873:1-2190873:9 (2022) - [j22]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: 102433 (2022) - [j21]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: 103770 (2022) - [j20]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: 106198 (2022) - [j19]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: 375-387 (2022) - [j18]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: 102431 (2022) - [j17]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): 2123 (2022) - [j16]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): 47:1-47:26 (2022) - 2021
- [j15]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: 79671-79684 (2021) - [j14]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): 628-645 (2021) - [j13]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: 378-403 (2021) - [c23]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: 90-102 - [c22]Guangli Li, Zhen Jia, Xiaobing Feng, Yida Wang:
LoWino: Towards Efficient Low-Precision Winograd Convolutions on Modern CPUs. ICPP 2021: 81:1-81:11 - [c21]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: 390-397 - [c20]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: 217-219 - [c19]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: 54 - [i6]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 abs/2104.00258 (2021) - 2020
- [j12]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: 103619-103634 (2020) - [j11]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: 159511-159529 (2020) - [j10]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: 227538-227555 (2020) - [j9]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): 93-105 (2020) - [j8]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): 1377-1397 (2020) - [j7]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): 3614-3626 (2020) - [c18]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: 219-233 - [c17]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: 3842-3846 - [c16]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: 137-144 - [c15]Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng:
Compiler-Assisted Operator Template Library for DNN Accelerators. NPC 2020: 3-16 - [i5]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 abs/2003.08646 (2020) - [i4]Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng:
Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs. CoRR abs/2007.06000 (2020) - [i3]Guangli Li, Xiu Ma, Xueying Wang, Lei Liu, Jingling Xue, Xiaobing Feng:
Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices. CoRR abs/2010.16165 (2020)
2010 – 2019
- 2019
- [j6]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: 126539-126560 (2019) - [c14]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: 178-191 - [c13]Guangli Li, Xueying Wang, Xiu Ma, Lei Liu, Xiaobing Feng:
XDN: Towards Efficient Inference of Residual Neural Networks on Cambricon Chips. Bench 2019: 51-56 - [c12]Guangli Li, Lei Liu, Xiaobing Feng:
Accelerating GPU Computing at Runtime with Binary Optimization. CGO 2019: 276-277 - [c11]Chuanqi Jiang, Hua Wang, Jiaxin Yan, Xiaole Li, Guangli Li:
Swarm Intelligence Optimized Generative Model for Network Performance Prediction. HPCC/SmartCity/DSS 2019: 1311-1319 - [c10]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: 401-402 - [i2]Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng:
Background subtraction on depth videos with convolutional neural networks. CoRR abs/1901.05676 (2019) - 2018
- [j5]Quanguo He, Jun Liu, Xiaopeng Liu, Guangli Li, Peihong Deng, Jing Liang:
Preparation of Cu2O-Reduced Graphene Nanocomposite Modified Electrodes towards Ultrasensitive Dopamine Detection. Sensors 18(1): 199 (2018) - [j4]Quanguo He, Jun Liu, Xiaopeng Liu, Guangli Li, Peihong Deng, Jing Liang, Dongchu Chen:
Sensitive and Selective Detection of Tartrazine Based on TiO2-Electrochemically Reduced Graphene Oxide Composite-Modified Electrodes. Sensors 18(6): 1911 (2018) - [j3]Jingheng Ning, Quanguo He, Xin Luo, Min Wang, Donglin Liu, Jianhui Wang, Jun Liu, Guangli Li:
Rapid and Sensitive Determination of Vanillin Based on a Glassy Carbon Electrode Modified with Cu2O-Electrochemically Reduced Graphene Oxide Nanocomposite Film. Sensors 18(9): 2762 (2018) - [c9]Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng:
Fast CNN Pruning via Redundancy-Aware Training. ICANN (1) 2018: 3-13 - [c8]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: 402-411 - [c7]Boyang Yu, Jiejing Shao, Quan Cheng, Hang Yu, Guangli Li, Shuai Lü:
Multi-Source News Recommender System Based on Convolutional Neural Networks. ICIIP 2018: 17-23 - [c6]Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng:
Background Subtraction on Depth Videos with Convolutional Neural Networks. IJCNN 2018: 1-7 - [i1]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 abs/1812.06426 (2018) - 2017
- [j2]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): 629-647 (2017) - [j1]Peng Zhang, Lei Liu, Rui Zhang, Guangli Li:
Loss evaluation analysis of illegal attack in SCSKP. Soft Comput. 21(2): 515-524 (2017) - [c5]Jiazhen Han, Zhengheng Yuan, Yiheng Han, Cheng Peng, Jing Liu, Guangli Li:
An adaptive scheduling algorithm for heterogeneous Hadoop systems. ICIS 2017: 845-850 - [c4]Hang Yu, Quan Cheng, Jiejing Shao, Boyang Yu, Guangli Li, Shuai Lü:
WPNet: Wallpaper Recommendation with Deep Convolutional Neural Networks. GSKI (2) 2017: 531-543 - [c3]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: 1:1-1:9 - 2016
- [c2]Guangli Li, Guancheng Wang, Qiang Wang, Fan Fei, Shuai Lü, Degui Guo:
ANN: a heuristic search algorithm based on artificial neural networks. ICIIP 2016: 51
2000 – 2009
- 2009
- [c1]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: 398-407
Coauthor Index
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