Horace He
Menlo School(US)
Publications by Year
Research Areas
Topic Modeling, Advanced Neural Network Applications, Adversarial Robustness in Machine Learning, Parallel Computing and Optimization Techniques, Complex Network Analysis Techniques
Most-Cited Works
- → PyTorch 2: Faster Machine Learning Through Dynamic Python Bytecode Transformation and Graph Compilation(2024)509 cited
- → The Pile: An 800GB Dataset of Diverse Text for Language Modeling(2020)483 cited
- → GPT-NeoX-20B: An Open-Source Autoregressive Language Model(2022)383 cited
- → Enhancing Adversarial Example Transferability With an Intermediate Level Attack(2019)215 cited
- → GPT-Neo: Large Scale Autoregressive Language Modeling with Mesh-Tensorflow(2021)137 cited
- → Combining Label Propagation and Simple Models Out-performs Graph Neural Networks(2020)114 cited
- Value Learning for Throughput Optimization of Deep Learning Workloads(2021)
- → Torch.fx: Practical Program Capture and Transformation for Deep Learning in Python(2021)21 cited