Horace He

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 20

Top Topics

Intermediate Level

Restricted Boltzmann Machine

Top Venues

Proc. ACM Program. Lang.

Publications

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)
Horace He, Shangdi Yu
Transcending Runtime-Memory Tradeoffs in Checkpointing by being Fusion Aware. MLSys (2023)
James K. Reed, Zachary DeVito, Horace He, Ansley Ussery, Jason Ansel
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python. MLSys (2022)
Sid Black, Stella Biderman, Eric Hallahan, Quentin Anthony, Leo Gao, Laurence Golding, Horace He, Connor Leahy, Kyle McDonell, Jason Phang, Michael Pieler, USVSN Sai Prashanth, Shivanshu Purohit, Laria Reynolds, Jonathan Tow, Ben Wang, Samuel Weinbach
GPT-NeoX-20B: An Open-Source Autoregressive Language Model. CoRR (2022)
Leo Gao, Stella Biderman, Sid Black, Laurence Golding, Travis Hoppe, Charles Foster, Jason Phang, Horace He, Anish Thite, Noa Nabeshima, Shawn Presser, Connor Leahy
The Pile: An 800GB Dataset of Diverse Text for Language Modeling. CoRR (2021)
Abhay Singh, Qian Huang, Sijia Linda Huang, Omkar Bhalerao, Horace He, Ser-Nam Lim, Austin R. Benson
Edge Proposal Sets for Link Prediction. CoRR (2021)
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
Measuring Coding Challenge Competence With APPS. NeurIPS Datasets and Benchmarks (2021)
Qian Huang, Horace He, Abhay Singh, Ser-Nam Lim, Austin R. Benson
Combining Label Propagation and Simple Models out-performs Graph Neural Networks. ICLR (2021)
Benoit Steiner, Chris Cummins, Horace He, Hugh Leather
Value Learning for Throughput Optimization of Deep Learning Workloads. MLSys (2021)
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
Measuring Coding Challenge Competence With APPS. CoRR (2021)
James K. Reed, Zachary DeVito, Horace He, Ansley Ussery, Jason Ansel
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python. CoRR (2021)
Qian Huang, Horace He, Abhay Singh, Ser-Nam Lim, Austin R. Benson
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks. CoRR (2020)
Benoit Steiner, Chris Cummins, Horace He, Hugh Leather
Value Function Based Performance Optimization of Deep Learning Workloads. CoRR (2020)
Dietrich Geisler, Irene Yoon, Aditi Kabra, Horace He, Yinnon Sanders, Adrian Sampson
Geometry types for graphics programming. Proc. ACM Program. Lang. 4 (OOPSLA) (2020)
Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin R. Benson
Set-Structured Latent Representations. CoRR (2020)
Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin R. Benson
Better Set Representations For Relational Reasoning. NeurIPS (2020)
Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge J. Belongie, Ser-Nam Lim
Enhancing Adversarial Example Transferability with an Intermediate Level Attack. CoRR (2019)
Qian Huang, Isay Katsman, Zeqi Gu, Horace He, Serge J. Belongie, Ser-Nam Lim
Enhancing Adversarial Example Transferability With an Intermediate Level Attack. ICCV (2019)
Qian Huang, Zeqi Gu, Isay Katsman, Horace He, Pian Pawakapan, Zhiqiu Lin, Serge J. Belongie, Ser-Nam Lim
Intermediate Level Adversarial Attack for Enhanced Transferability. CoRR (2018)
Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Pian Pawakapan, Serge J. Belongie, Ser-Nam Lim
Adversarial Example Decomposition. CoRR (2018)