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Xinfeng Xie
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DeepSniffer: A DNN Model Extraction Framework Based on Learning Architectural Hints
X Hu, L Liang, S Li, L Deng, P Zuo, Y Ji, X Xie, Y Ding, C Liu, T Sherwood, ...
Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020
91*2020
Analysis and Optimization of the Memory Hierarchy for Graph Processing Workloads
A Basak, S Li, X Hu, SM Oh, X Xie, L Zhao, X Jiang, Y Xie
2019 IEEE International Symposium on High Performance Computer Architecture …, 2019
622019
FPSA: A Full System Stack Solution for Reconfigurable ReRAM-based NN Accelerator Architecture
Y Ji, Y Zhang, X Xie, S Li, P Wang, X Hu, Y Zhang, Y Xie
Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019
512019
Hitnet: Hybrid ternary recurrent neural network
P Wang, X Xie, L Deng, G Li, D Wang, Y Xie
Advances in neural information processing systems 31, 2018
422018
iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture
P Gu, X Xie, Y Ding, G Chen, W Zhang, D Niu, Y Xie
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
402020
Rubik: A hierarchical architecture for efficient graph neural network training
X Chen, Y Wang, X Xie, X Hu, A Basak, L Liang, M Yan, L Deng, Y Ding, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
24*2021
Communication optimization on GPU: a case study of sequence alignment algorithms
J Wang, X Xie, J Cong
2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017
242017
SpaceA: Sparse Matrix Vector Multiplication on Processing-in-Memory Accelerator
X Xie, Z Liang, P Gu, A Basak, L Deng, L Liang, X Hu, Y Xie
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
202021
Exploiting sparsity to accelerate fully connected layers of cnn-based applications on mobile socs
X Xie, D Du, Q Li, Y Liang, WT Tang, ZL Ong, M Lu, HP Huynh, RSM Goh
ACM Transactions on Embedded Computing Systems (TECS) 17 (2), 1-25, 2017
202017
QGAN: Quantized Generative Adversarial Networks
P Wang, D Wang, Y Ji, X Xie, H Song, XX Liu, Y Lyu, Y Xie
arXiv preprint arXiv:1901.08263, 2019
162019
DLUX: A LUT-based near-bank accelerator for data center deep learning training workloads
P Gu, X Xie, S Li, D Niu, H Zheng, KT Malladi, Y Xie
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
122020
SEALing Neural Network Models in Encrypted Deep Learning Accelerators
P Zuo, Y Hua, L Liang, X Xie, X Hu, Y Xie
2021 58th ACM/IEEE Design Automation Conference (DAC), 1255-1260, 2021
9*2021
Memory-Bound Proof-of-Work Acceleration for Blockchain Applications
K Wu, G Dai, X Hu, S Li, X Xie, Y Wang, Y Xie
2019 56th ACM/IEEE Design Automation Conference (DAC), 1-6, 2019
82019
SAGA-Bench: Software and Hardware Characterization of Streaming Graph Analytics Workloads
A Basak, J Lin, R Lorica, X Xie, Z Chishti, A Alameldeen, Y Xie
2020 IEEE International Symposium on Performance Analysis of Systems and …, 2020
72020
NNBench-X: Benchmarking and Understanding Neural Network Workloads for Accelerator Designs
X Xie, X Hu, P Gu, S Li, Y Ji, Y Xie
IEEE Computer Architecture Letters 18 (1), 38-42, 2019
72019
MPU: Towards Bandwidth-abundant SIMT Processor via Near-bank Computing
X Xie, P Gu, Y Ding, D Niu, H Zheng, Y Xie
arXiv preprint arXiv:2103.06653, 2021
22021
NNBench-X: A Benchmarking Methodology for Neural Network Accelerator Designs
X Xie, X Hu, P Gu, S Li, Y Ji, Y Xie
ACM Transactions on Architecture and Code Optimization (TACO) 17 (4), 1-25, 2020
12020
A Transferable Approach for Partitioning Machine Learning Models on Multi-Chip-Modules
X Xie, P Prabhu, U Beaugnon, P Phothilimthana, S Roy, A Mirhoseini, ...
Proceedings of Machine Learning and Systems 4, 370-381, 2022
2022
Efficient In-DRAM Near-Bank Processing for Emerging Parallel Computing Workloads
X Xie
University of California, Santa Barbara, 2022
2022
MPU-Sim: A Simulator for In-DRAM Near-Bank Processing Architectures
X Xie, P Gu, J Huang, Y Ding, Y Xie
IEEE Computer Architecture Letters 21 (1), 1-4, 2021
2021
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