Ryan P Adams

11 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (14) 💎 Century Club (11) 🔥 Unstoppable (5) ⚡ Prolific Year (5)

Conferences

ICLR (7) ICML (4)

Top co-authors

Deniz Oktay (4) Peter Orbanz (3) Nick Richardson (3) Eder Medina (2) Mehran Mirramezani (2) Alex Beatson (2) Isabel M. de Oliveira (1) Wenda Zhou (1) Ari Seff (1) Nick McGreivy (1)

Keywords

variational inference (2) generative marginalization (1) latent variable model (1) recurrent neural network (1) gradient estimator (1) unbiased gradient (1) probabilistic modeling (1) randomized telescope (1)

Papers

Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation ICML 2025

Graph Neural Networks Gone Hogwild ICLR 2025

Real-time design of architectural structures with differentiable mechanics and neural networks ICLR 2025

Designing Mechanical Meta-Materials by Learning Equivariant Flows ICLR 2025

Efficiently Vectorized MCMC on Modern Accelerators ICML 2025

Generative Marginalization Models ICML 2024

Fiber Monte Carlo ICLR 2024

Neuromechanical Autoencoders: Learning to Couple Elastic and Neural Network Nonlinearity ICLR 2023

Vitruvion: A Generative Model of Parametric CAD Sketches ICLR 2022

Randomized Automatic Differentiation ICLR 2021

Efficient optimization of loops and limits with randomized telescoping sums ICML 2019