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Publications
- 2022
[j51]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
- [j46]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) - [c60]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 - [c57]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 - [i14]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
- [c54]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 - [c53]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 - [c52]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 - [i11]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) - 2019
- [j33]Peng Zhao, Lei Liu, Wei Cao, Xiao Dong, Jiansong Li, Xiaobing Feng:
ElasticActor: An Actor System with Automatic Granularity Adjustment. Int. J. Parallel Program. 47(3): 520-534 (2019) - [c50]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 - [c45]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 - [i9]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
- [c43]Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng:
Fast CNN Pruning via Redundancy-Aware Training. ICANN (1) 2018: 3-13 - [c42]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 - [c40]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 - [i4]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)
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