Keith G. Mills

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authored 8 papers 5 months ago

GOAt: Explaining Graph Neural Networks via Graph Output Attribution

Paper • 2401.14578 • Published Jan 26, 2024 • 1

Qua$^2$SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models

Paper • 2412.14628 • Published Dec 19, 2024

Building Optimal Neural Architectures using Interpretable Knowledge

Paper • 2403.13293 • Published Mar 20, 2024

AIO-P: Expanding Neural Performance Predictors Beyond Image Classification

Paper • 2211.17228 • Published Nov 30, 2022

GENNAPE: Towards Generalized Neural Architecture Performance Estimators

Paper • 2211.17226 • Published Nov 30, 2022

L$^{2}$NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning

Paper • 2109.12425 • Published Sep 25, 2021

Applying Graph Explanation to Operator Fusion

Paper • 2501.00636 • Published Dec 31, 2024

FP4DiT: Towards Effective Floating Point Quantization for Diffusion Transformers

Paper • 2503.15465 • Published Mar 19 • 1