Edward Z. Yang

According to our database, Edward Z. Yang authored at least 17 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation.

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

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

PyTorch RPC: Distributed Deep Learning Built on Tensor-Optimized Remote Procedure Calls.

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

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

2022

Torchaudio: Building Blocks for Audio and Speech Processing.

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

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

TorchAudio: Building Blocks for Audio and Speech Processing.

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

CoRR, 2021

2019

PyTorch: An Imperative Style, High-Performance Deep Learning Library.

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

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2017

Backpack: towards practical mix-in linking in Haskell.

Edward Z. Yang

PhD thesis, 2017

2015

IFC Inside: Retrofitting Languages with Dynamic Information Flow Control (Extended Version).

Stefan Heule, Deian Stefan, Edward Z. Yang, John C. Mitchell, Alejandro Russo

CoRR, 2015

IFC Inside: Retrofitting Languages with Dynamic Information Flow Control.

Stefan Heule, Deian Stefan, Edward Z. Yang, John C. Mitchell, Alejandro Russo

Proceedings of the Principles of Security and Trust - 4th International Conference, 2015

Efficient communication and collection with compact normal forms.

Edward Z. Yang, Giovanni Campagna, Ömer S. Agacan, Ahmed El-Hassany, Abhishek Kulkarni, Ryan R. Newton

Proceedings of the 20th ACM SIGPLAN International Conference on Functional Programming, 2015

2014

Dynamic space limits for Haskell.

Edward Z. Yang, David Mazières

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2014

Protecting Users by Confining JavaScript with COWL.

Deian Stefan, Edward Z. Yang, Petr Marchenko, Alejandro Russo, David Herman, Brad Karp, David Mazières

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

2013

MirrorShard: Proof by Computational Reflection with Verified Hints

Gregory Malecha, Adam Chlipala, Thomas Braibant, Patrick Hulin, Edward Z. Yang

CoRR, 2013

Blame Trees.

Erik D. Demaine, Pavel Panchekha, David A. Wilson, Edward Z. Yang

Proceedings of the Algorithms and Data Structures - 13th International Symposium, 2013

Toward Principled Browser Security.

Edward Z. Yang, Deian Stefan, John C. Mitchell, David Mazières, Petr Marchenko, Brad Karp

Proceedings of the 14th Workshop on Hot Topics in Operating Systems, 2013

Eliminating Cache-Based Timing Attacks with Instruction-Based Scheduling.

Deian Stefan, Pablo Buiras, Edward Z. Yang, Amit Levy, David Terei, Alejandro Russo, David Mazières

Proceedings of the Computer Security - ESORICS 2013, 2013

mXSS attacks: attacking well-secured web-applications by using innerHTML mutations.

Mario Heiderich, Jörg Schwenk, Tilman Frosch, Jonas Magazinius, Edward Z. Yang

Proceedings of the 2013 ACM SIGSAC Conference on Computer and Communications Security, 2013

2012

Profile Jeff Dean: Big data at Google.

Edward Z. Yang, Robert J. Simmons

XRDS, 2012