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Paras Jain
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Cited by
Year
Representing Long-Range Context for Graph Neural Networks with Global Attention
Z Wu, P Jain, M Wright, A Mirhoseini, JE Gonzalez, I Stoica
NeurIPS 2021, 2021
1682021
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
P Jain, A Jain, A Nrusimha, A Gholami, P Abbeel, K Keutzer, I Stoica, ...
Proceedings of Machine Learning and Systems 2020, 497--511, 2020
1482020
Contrastive Code Representation Learning
P Jain, A Jain, T Zhang, P Abbeel, JE Gonzalez, I Stoica
EMNLP 2021, 2021
1252021
Data synthesis for autonomous control systems
FN Iandola, DB MacMillen, A Shen, HS Sidhu, PJ Jain
US Patent 10,678,244, 2020
822020
Dynamic Space-Time Scheduling for GPU Inference
P Jain, X Mo, A Jain, H Subbaraj, R Durrani, A Tumanov, J Gonzalez, ...
LearningSys Workshop at Neural Information Processing Systems 2018, 2018
752018
Multi-channel sensor simulation for autonomous control systems
FN Iandola, DB MacMillen, A Shen, HS Sidhu, DP Tomasello, RN Phadte, ...
US Patent 11,157,014, 2021
452021
POET: Training neural networks on tiny devices with integrated rematerialization and paging
SG Patil, P Jain, P Dutta, I Stoica, J Gonzalez
International Conference on Machine Learning, 17573-17583, 2022
262022
Accelerating Quadratic Optimization with Reinforcement Learning
J Ichnowski, P Jain, B Stellato, G Banjac, M Luo, F Borrelli, JE Gonzalez, ...
NeurIPS 2021, 2021
232021
Skyplane: Optimizing transfer cost and throughput using {Cloud-Aware} overlays
P Jain, S Kumar, S Wooders, SG Patil, JE Gonzalez, I Stoica
20th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2023
192023
The OoO VLIW JIT compiler for GPU inference
P Jain, X Mo, A Jain, A Tumanov, JE Gonzalez, I Stoica
arXiv preprint arXiv:1901.10008, 2019
172019
Revec: program rejuvenation through revectorization
C Mendis, A Jain, P Jain, S Amarasinghe
Proceedings of the 28th International Conference on Compiler Construction, 29-41, 2019
162019
Analyzing and comparing lakehouse storage systems
P Jain, P Kraft, C Power, T Das, I Stoica, M Zaharia
Proc. Conf. Innov. Data Syst. Res, 2023
102023
DSCnet: Replicating lidar point clouds with deep sensor cloning
P Tomasello, S Sidhu, A Shen, MW Moskewicz, N Redmon, G Joshi, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
82019
Grounded Graph Decoding improves Compositional Generalization in Question Answering
Y Gai, P Jain, W Zhang, JE Gonzalez, I Stoica, D Song
Findings of EMNLP 2021, 2021
72021
Spotting Suspicious Reviews via (Quasi-) clique Extraction
P Jain, ST Chen, M Azimpourkivi, DH Chau, B Carbunar
IEEE Security and Privacy 2015 extended abstract, 2015
42015
Systems and methods for training machine models with augmented data
MJ Cooper, PJ Jain, HS Sidhu
US Patent 11,205,093, 2021
12021
Systems and methods for training machine models with augmented data
MJ Cooper, PJ Jain, HS Sidhu
US Patent 11,893,774, 2024
2024
Optimizing neural network structures for embedded systems
HS Sidhu, PJ Jain, DP Tomasello, FN Iandola
US Patent 11,636,333, 2023
2023
A Framework for Synthesizing Low-Power Approximate Inference Accelerators
P Jain, S Huda, M Maas, JE Gonzalez, I Stoica, A Mirhoseini
DATE 2022, 2022
2022
Synthesizing Low-Power Approximate Hardware with Large-Scale Search
P Jain, S Huda, M Maas, J Gonzalez, I Stoica, A Mirhoseini
MLArchSys at the International Symposium on Computer Architecture 2021, 2021
2021
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