Qinru Qiu
Qinru Qiu
Professor of Computer Engineering, Syracuse University
Verified email at - Homepage
Cited by
Cited by
Dynamic power management based on continuous-time Markov decision processes
Q Qiu, M Pedram
Proceedings of the 36th annual ACM/IEEE design automation conference, 555-561, 1999
A hierarchical framework of cloud resource allocation and power management using deep reinforcement learning
N Liu, Z Li, J Xu, Z Xu, S Lin, Q Qiu, J Tang, Y Wang
2017 IEEE 37th international conference on distributed computing systems …, 2017
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
Reinforcement learning with analogue memristor arrays
Z Wang, C Li, W Song, M Rao, D Belkin, Y Li, P Yan, H Jiang, P Lin, M Hu, ...
Nature electronics 2 (3), 115-124, 2019
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
Capacitive neural network with neuro-transistors
Z Wang, M Rao, JW Han, J Zhang, P Lin, Y Li, C Li, W Song, S Asapu, ...
Nature communications 9 (1), 3208, 2018
C-LSTM: Enabling efficient LSTM using structured compression techniques on FPGAs
S Wang, Z Li, C Ding, B Yuan, Q Qiu, Y Wang, Y Liang
Proceedings of the 2018 ACM/SIGDA International Symposium on Field …, 2018
In situ training of feed-forward and recurrent convolutional memristor networks
Z Wang, C Li, P Lin, M Rao, Y Nie, W Song, Q Qiu, Y Li, P Yan, ...
Nature Machine Intelligence 1 (9), 434-442, 2019
Stochastic modeling of a power-managed system: construction and optimization
Q Qiu, Q Wu, M Pedram
Proceedings of the 1999 international symposium on Low power electronics and …, 1999
Adaptive power management using reinforcement learning
Y Tan, W Liu, Q Qiu
Proceedings of the 2009 international conference on computer-aided design …, 2009
Distributed task migration for thermal management in many-core systems
Y Ge, P Malani, Q Qiu
Proceedings of the 47th Design Automation Conference, 579-584, 2010
Harvesting-aware power management for real-time systems with renewable energy
S Liu, J Lu, Q Wu, Q Qiu
IEEE transactions on very large scale integration (VLSI) systems 20 (8 …, 2011
Energy aware dynamic voltage and frequency selection for real-time systems with energy harvesting
S Liu, Q Qiu, Q Wu
Proceedings of the conference on Design, automation and test in Europe, 236-241, 2008
Cycle-accurate macro-models for RT-level power analysis
Q Qiu, Q Wu, M Pedram, CS Ding
Proceedings of the 1997 international symposium on Low power electronics and …, 1997
A game theoretic resource allocation for overall energy minimization in mobile cloud computing system
Y Ge, Y Zhang, Q Qiu, YH Lu
Proceedings of the 2012 ACM/IEEE international symposium on Low power …, 2012
Fpga acceleration of recurrent neural network based language model
S Li, C Wu, H Li, B Li, Y Wang, Q Qiu
2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom …, 2015
Achieving autonomous power management using reinforcement learning
H Shen, Y Tan, J Lu, Q Wu, Q Qiu
ACM Transactions on Design Automation of Electronic Systems (TODAES) 18 (2 …, 2013
Dynamic power management of complex systems using generalized stochastic petri nets
Q Qiu, Q Wu, M Pedram
Proceedings of the 37th Annual Design Automation Conference, 352-356, 2000
An adaptive scheduling and voltage/frequency selection algorithm for real-time energy harvesting systems
S Liu, Q Wu, Q Qiu
Proceedings of the 46th Annual Design Automation Conference, 782-787, 2009
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
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