Follow
Xuehai Qian
Xuehai Qian
Verified email at purdue.edu - Homepage
Title
Cited by
Cited by
Year
Pipelayer: A pipelined reram-based accelerator for deep learning
L Song, X Qian, H Li, Y Chen
2017 IEEE international symposium on high performance computer architecture …, 2017
8722017
GraphR: Accelerating graph processing using ReRAM
L Song, Y Zhuo, X Qian, H Li, Y Chen
2018 IEEE International Symposium on High Performance Computer Architecture …, 2018
3232018
CirCNN: accelerating and compressing deep neural networks using block-circulant weight matrices
C Ding, S Liao, Y Wang, Z Li, N Liu, Y Zhuo, C Wang, X Qian, Y Bai, ...
Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017
3172017
Sc-dcnn: Highly-scalable deep convolutional neural network using stochastic computing
A Ren, Z Li, C Ding, Q Qiu, Y Wang, J Li, X Qian, B Yuan
ACM SIGPLAN Notices 52 (4), 405-418, 2017
2542017
Patdnn: Achieving real-time dnn execution on mobile devices with pattern-based weight pruning
W Niu, X Ma, S Lin, S Wang, X Qian, X Lin, Y Wang, B Ren
Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020
2462020
GraphP: Reducing communication for PIM-based graph processing with efficient data partition
M Zhang, Y Zhuo, C Wang, M Gao, Y Wu, K Chen, C Kozyrakis, X Qian
2018 IEEE International Symposium on High Performance Computer Architecture …, 2018
2392018
DudeTM: Building durable transactions with decoupling for persistent memory
M Liu, M Zhang, K Chen, X Qian, Y Wu, W Zheng, J Ren
ACM SIGPLAN Notices 52 (4), 329-343, 2017
2382017
Admm-nn: An algorithm-hardware co-design framework of dnns using alternating direction methods of multipliers
A Ren, T Zhang, S Ye, J Li, W Xu, X Qian, X Lin, Y Wang
Proceedings of the Twenty-Fourth International Conference on Architectural …, 2019
1982019
Graphq: Scalable pim-based graph processing
Y Zhuo, C Wang, M Zhang, R Wang, D Niu, Y Wang, X Qian
Proceedings of the 52nd Annual IEEE/ACM International Symposium on …, 2019
1492019
Capuchin: Tensor-based gpu memory management for deep learning
X Peng, X Shi, H Dai, H Jin, W Ma, Q Xiong, F Yang, X Qian
Proceedings of the Twenty-Fifth International Conference on Architectural …, 2020
1352020
PermDNN: Efficient compressed DNN architecture with permuted diagonal matrices
C Deng, S Liao, Y Xie, KK Parhi, X Qian, B Yuan
2018 51st Annual IEEE/ACM international symposium on microarchitecture …, 2018
1272018
Hypar: Towards hybrid parallelism for deep learning accelerator array
L Song, J Mao, Y Zhuo, X Qian, H Li, Y Chen
2019 IEEE international symposium on high performance computer architecture …, 2019
1232019
Datasize-aware high dimensional configurations auto-tuning of in-memory cluster computing
Z Yu, Z Bei, X Qian
Proceedings of the Twenty-Third International Conference on Architectural …, 2018
1062018
VIBNN: Hardware acceleration of Bayesian neural networks
R Cai, A Ren, N Liu, C Ding, L Wang, X Qian, M Pedram, Y Wang
ACM SIGPLAN Notices 53 (2), 476-488, 2018
1052018
Non-structured DNN weight pruning—Is it beneficial in any platform?
X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ...
IEEE transactions on neural networks and learning systems 33 (9), 4930-4944, 2021
932021
HEIF: Highly efficient stochastic computing-based inference framework for deep neural networks
Z Li, J Li, A Ren, R Cai, C Ding, X Qian, J Draper, B Yuan, J Tang, Q Qiu, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
932018
Mix and match: A novel fpga-centric deep neural network quantization framework
SE Chang, Y Li, M Sun, R Shi, HKH So, X Qian, Y Wang, X Lin
2021 IEEE International Symposium on High-Performance Computer Architecture …, 2021
882021
E-RNN: Design optimization for efficient recurrent neural networks in FPGAs
Z Li, C Ding, S Wang, W Wen, Y Zhuo, C Liu, Q Qiu, W Xu, X Lin, X Qian, ...
2019 IEEE International Symposium on High Performance Computer Architecture …, 2019
792019
Exploring the hidden dimension in graph processing
M Zhang, Y Wu, K Chen, X Qian, X Li, W Zheng
12th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2016
782016
Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems
X Liu, W Wen, X Qian, H Li, Y Chen
2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 141-146, 2018
772018
The system can't perform the operation now. Try again later.
Articles 1–20