Horace He

22 papers A* 3Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
FlexAttention: A Programming Model for Generating Fused Attention Variants.
MLSys
Juechu Dong, Boyuan Feng, Driss Guessous, Yanbo Liang, Horace He
2024 J jnl
Flex Attention: A Programming Model for Generating Optimized Attention Kernels.
CoRR
Juechu Dong, Boyuan Feng, Driss Guessous, Yanbo Liang, Horace He
2024 — conf
PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation.
ASPLOS (2)
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
2023 — conf
Transcending Runtime-Memory Tradeoffs in Checkpointing by being Fusion Aware.
MLSys
Horace He, Shangdi Yu
2022 J jnl
GPT-NeoX-20B: An Open-Source Autoregressive Language Model.
CoRR
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
2022 — conf
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python.
MLSys
James K. Reed, Zachary DeVito, Horace He, Ansley Ussery, Jason Ansel
2021 A* conf
Combining Label Propagation and Simple Models out-performs Graph Neural Networks.
ICLR
Qian Huang, Horace He, Abhay Singh, Ser-Nam Lim, Austin R. Benson
2021 J jnl
Edge Proposal Sets for Link Prediction.
CoRR
Abhay Singh, Qian Huang, Sijia Linda Huang, Omkar Bhalerao, Horace He, Ser-Nam Lim, Austin R. Benson
2021 — conf
Measuring Coding Challenge Competence With APPS.
NeurIPS Datasets and Benchmarks
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
2021 J jnl
Measuring Coding Challenge Competence With APPS.
CoRR
Dan Hendrycks, Steven Basart, Saurav Kadavath, Mantas Mazeika, Akul Arora, Ethan Guo, Collin Burns, Samir Puranik, Horace He, Dawn Song, Jacob Steinhardt
2021 J jnl
The Pile: An 800GB Dataset of Diverse Text for Language Modeling.
CoRR
Leo Gao, Stella Biderman, Sid Black, Laurence Golding, Travis Hoppe, Charles Foster, Jason Phang, Horace He, Anish Thite, Noa Nabeshima, Shawn Presser, Connor Leahy
2021 — conf
Value Learning for Throughput Optimization of Deep Learning Workloads.
MLSys
Benoit Steiner, Chris Cummins, Horace He, Hugh Leather
2021 J jnl
torch.fx: Practical Program Capture and Transformation for Deep Learning in Python.
CoRR
James K. Reed, Zachary DeVito, Horace He, Ansley Ussery, Jason Ansel
2020 A* conf
Better Set Representations For Relational Reasoning.
NeurIPS
Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin R. Benson
2020 J jnl
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks.
CoRR
Qian Huang, Horace He, Abhay Singh, Ser-Nam Lim, Austin R. Benson
2020 J jnl
Geometry types for graphics programming.
Proc. ACM Program. Lang.
Dietrich Geisler, Irene Yoon, Aditi Kabra, Horace He, Yinnon Sanders, Adrian Sampson
2020 J jnl
Set-Structured Latent Representations.
CoRR
Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin R. Benson
2020 J jnl
Value Function Based Performance Optimization of Deep Learning Workloads.
CoRR
Benoit Steiner, Chris Cummins, Horace He, Hugh Leather
2019 A* conf
Enhancing Adversarial Example Transferability With an Intermediate Level Attack.
ICCV
Qian Huang, Isay Katsman, Zeqi Gu, Horace He, Serge J. Belongie, Ser-Nam Lim
2019 J jnl
Enhancing Adversarial Example Transferability with an Intermediate Level Attack.
CoRR
Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge J. Belongie, Ser-Nam Lim
2018 J jnl
Adversarial Example Decomposition.
CoRR
Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Pian Pawakapan, Serge J. Belongie, Ser-Nam Lim
2018 J jnl
Intermediate Level Adversarial Attack for Enhanced Transferability.
CoRR
Qian Huang, Zeqi Gu, Isay Katsman, Horace He, Pian Pawakapan, Zhiqiu Lin, Serge J. Belongie, Ser-Nam Lim