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Zhihao Jia
Zhihao Jia
Assistant Professor of Computer Science, Carnegie Mellon University
Verified email at cmu.edu - Homepage
Title
Cited by
Cited by
Year
Beyond data and model parallelism for deep neural networks
Z Jia, M Zaharia, A Aiken
SysML 19, 2019
2662019
Improving integer security for systems with {KINT}
X Wang, H Chen, Z Jia, N Zeldovich, MF Kaashoek
10th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2012
1392012
TASO: Optimizing Deep Learning Computation with Automatic Generation of Graph Substitutions
Z Jia, O Padon, J Thomas, T Warszawski, M Zaharia, A Aiken
SOSP'19, 2019
1252019
Undefined behavior: what happened to my code?
X Wang, H Chen, A Cheung, Z Jia, N Zeldovich, MF Kaashoek
Proceedings of the Asia-Pacific Workshop on Systems, 1-7, 2012
1052012
Exploring hidden dimensions in parallelizing convolutional neural networks
Z Jia, S Lin, CR Qi, A Aiken
ICML 18, 2018
892018
Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc
Z Jia, S Lin, M Gao, M Zaharia, A Aiken
MLSys'20, 2020
882020
A distributed multi-gpu system for fast graph processing
Z Jia, Y Kwon, G Shipman, P McCormick, M Erez, A Aiken
Proceedings of the VLDB Endowment 11 (3), 297-310, 2017
652017
{SLIK}: Scalable {Low-Latency} Indexes for a {Key-Value} Store
A Kejriwal, A Gopalan, A Gupta, Z Jia, S Yang, J Ousterhout
2016 USENIX Annual Technical Conference (USENIX ATC 16), 57-70, 2016
492016
Optimizing DNN Computation With Relaxed Graph Substitutions
Z Jia, J Thomas, T Warszawski, M Gao, M Zaharia, A Aiken
SysML 2019, 2019
442019
Redundancy-Free Computation for Graph Neural Networks
Z Jia, S Lin, R Ying, J You, J Leskovec, A Aiken
KDD'20, 2019
38*2019
Dorylus: Affordable, Scalable, and Accurate {GNN} Training with Distributed {CPU} Servers and Serverless Threads
J Thorpe, Y Qiao, J Eyolfson, S Teng, G Hu, Z Jia, J Wei, K Vora, ...
15th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2021
342021
Exploring hidden dimensions in accelerating convolutional neural networks
Z Jia, S Lin, CR Qi, A Aiken
International Conference on Machine Learning, 2274-2283, 2018
232018
Ios: Inter-operator scheduler for cnn acceleration
Y Ding, L Zhu, Z Jia, G Pekhimenko, S Han
Proceedings of Machine Learning and Systems 3, 167-180, 2021
152021
{PET}: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections
H Wang, J Zhai, M Gao, Z Ma, S Tang, L Zheng, Y Li, K Rong, Y Chen, ...
15th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2021
142021
Automatic and transparent I/O optimization with storage integrated application runtime support
N Watkins, Z Jia, G Shipman, C Maltzahn, A Aiken, P McCormick
Proceedings of the 10th Parallel Data Storage Workshop, 49-54, 2015
102015
Software-hardware co-design for fast and scalable training of deep learning recommendation models
D Mudigere, Y Hao, J Huang, Z Jia, A Tulloch, S Sridharan, X Liu, ...
Proceedings of the 49th Annual International Symposium on Computer …, 2022
82022
Scaling Implicit Parallelism via Dynamic Control Replication
M Bauer, W Lee, E Slaughter, Z Jia, M Di Renzo, M Papadakis, ...
PPoPP, 2021
82021
Beyond data and model parallelism for deep neural networks. CoRR abs/1807.05358 (2018)
Z Jia, M Zaharia, A Aiken
arXiv preprint arXiv:1807.05358, 1807
81807
TopoOpt: Optimizing the Network Topology for Distributed DNN Training
W Wang, M Khazraee, Z Zhong, Z Jia, D Mudigere, Y Zhang, A Kewitsch, ...
arXiv preprint arXiv:2202.00433, 2022
42022
Quanto: Optimizing quantum circuits with automatic generation of circuit identities
J Pointing, O Padon, Z Jia, H Ma, A Hirth, J Palsberg, A Aiken
arXiv preprint arXiv:2111.11387, 2021
42021
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Articles 1–20