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2020 – today
- 2024
[c12]Jason Ansel, Edward Z. Yang, Horace He, Natalia Gimelshein, Animesh Jain, Michael Voznesensky, Bin Bao, Peter Bell
, David Berard, Evgeni Burovski, Geeta Chauhan, Anjali Chourdia, Will Constable, Alban Desmaison, Zachary DeVito, Elias Ellison, Will Feng, Jiong Gong, Michael Gschwind, Brian Hirsh, Sherlock Huang, Kshiteej Kalambarkar, Laurent Kirsch, Michael Lazos, Mario Lezcano, Yanbo Liang, Jason Liang, Yinghai Lu, C. K. Luk, Bert Maher, Yunjie Pan, Christian Puhrsch, Matthias Reso, Mark Saroufim, Marcos Yukio Siraichi, Helen Suk, Shunting Zhang, Michael Suo, Phil Tillet, Xu Zhao, Eikan Wang, Keren Zhou, Richard Zou, Xiaodong Wang, Ajit Mathews, William Wen, Gregory Chanan, Peng Wu, Soumith Chintala:
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation. ASPLOS (2) 2024: 929-947- 2023
- [c11]Shen Li, Pritam Damania, Luca Wehrstedt, Rohan Varma, Omkar Salpekar, Pavel Belevich, Howard Huang, Yanli Zhao, Lucas Hosseini, Wanchao Liang, Hongyi Jia, Shihao Xu, Satendra Gera, Alisson G. Azzolini, Guoqiang Jerry Chen, Zachary DeVito, Chaoyang He, Amir Ziashahabi, Alban Desmaison, Edward Z. Yang, Gregory Chanan, Brian Vaughan, Manoj Krishnan, Joseph S. Spisak, Salman Avestimehr, Soumith Chintala:
PyTorch RPC: Distributed Deep Learning Built on Tensor-Optimized Remote Procedure Calls. MLSys 2023 - 2022
- [c10]Yao-Yuan Yang, Moto Hira, Zhaoheng Ni, Artyom Astafurov, Caroline Chen, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jeff Hwang, Ji Chen, Peter Goldsborough, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair:
Torchaudio: Building Blocks for Audio and Speech Processing. ICASSP 2022: 6982-6986 - 2021
- [i4]Yao-Yuan Yang, Moto Hira, Zhaoheng Ni, Anjali Chourdia, Artyom Astafurov, Caroline Chen, Ching-Feng Yeh, Christian Puhrsch, David Pollack, Dmitriy Genzel, Donny Greenberg, Edward Z. Yang, Jason Lian, Jay Mahadeokar, Jeff Hwang, Ji Chen, Peter Goldsborough, Prabhat Roy, Sean Narenthiran, Shinji Watanabe, Soumith Chintala, Vincent Quenneville-Bélair, Yangyang Shi:
TorchAudio: Building Blocks for Audio and Speech Processing. CoRR abs/2110.15018 (2021)
2010 – 2019
- 2019
- [c9]Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Z. Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala:
PyTorch: An Imperative Style, High-Performance Deep Learning Library. NeurIPS 2019: 8024-8035 - [i3]Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Z. Yang, Zach DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala:
PyTorch: An Imperative Style, High-Performance Deep Learning Library. CoRR abs/1912.01703 (2019) - 2017
- [b1]Edward Z. Yang:
Backpack: towards practical mix-in linking in Haskell. Stanford University, USA, 2017 - 2015
- [c8]Edward Z. Yang, Giovanni Campagna, Ömer S. Agacan, Ahmed El-Hassany, Abhishek Kulkarni, Ryan R. Newton:
Efficient communication and collection with compact normal forms. ICFP 2015: 362-374 - [c7]Stefan Heule, Deian Stefan, Edward Z. Yang, John C. Mitchell, Alejandro Russo:
IFC Inside: Retrofitting Languages with Dynamic Information Flow Control. POST 2015: 11-31 - [i2]Stefan Heule, Deian Stefan, Edward Z. Yang, John C. Mitchell, Alejandro Russo:
IFC Inside: Retrofitting Languages with Dynamic Information Flow Control (Extended Version). CoRR abs/1501.04132 (2015) - 2014
- [c6]Deian Stefan, Edward Z. Yang, Petr Marchenko, Alejandro Russo, David Herman, Brad Karp, David Mazières:
Protecting Users by Confining JavaScript with COWL. OSDI 2014: 131-146 - [c5]Edward Z. Yang, David Mazières:
Dynamic space limits for Haskell. PLDI 2014: 588-598 - 2013
- [c4]Mario Heiderich, Jörg Schwenk, Tilman Frosch, Jonas Magazinius, Edward Z. Yang:
mXSS attacks: attacking well-secured web-applications by using innerHTML mutations. CCS 2013: 777-788 - [c3]Deian Stefan, Pablo Buiras, Edward Z. Yang, Amit Levy, David Terei, Alejandro Russo, David Mazières:
Eliminating Cache-Based Timing Attacks with Instruction-Based Scheduling. ESORICS 2013: 718-735 - [c2]Edward Z. Yang, Deian Stefan, John C. Mitchell, David Mazières, Petr Marchenko, Brad Karp:
Toward Principled Browser Security. HotOS 2013 - [c1]Erik D. Demaine, Pavel Panchekha, David A. Wilson, Edward Z. Yang:
Blame Trees. WADS 2013: 280-290 - [i1]Gregory Malecha, Adam Chlipala, Thomas Braibant, Patrick Hulin, Edward Z. Yang:
MirrorShard: Proof by Computational Reflection with Verified Hints. CoRR abs/1305.6543 (2013) - 2012
- [j1]Edward Z. Yang, Robert J. Simmons:
Profile Jeff Dean: Big data at Google. XRDS 19(1): 69 (2012)
Coauthor Index
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