Dehmamy, Nima

19 publications

ICML 2025 AtlasD: Automatic Local Symmetry Discovery Manu Bhat, Jonghyun Park, Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu

LoG 2025 Faster Optimization on Sparse Graphs via Neural Reparametrization Csaba Both, Nima Dehmamy, Jianzhi Long, Rose Yu

ICML 2025 Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations Jeet Mohapatra, Nima Dehmamy, Csaba Both, Subhro Das, Tommi Jaakkola

ICML 2025 Understanding Mode Connectivity via Parameter Space Symmetry Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu

ICMLW 2024 Constructing Gauge-Invariant Neural Networks for Scientific Applications Manos Theodosis, Demba E. Ba, Nima Dehmamy

ICMLW 2024 Constructing Gauge-Invariant Neural Networks for Scientific Applications Manos Theodosis, Demba E. Ba, Nima Dehmamy

NeurIPSW 2024 Finding Symmetry in Neural Network Parameter Spaces Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu

ICLRW 2024 Hessian Reparametrization for Coarse-Grained Energy Minimization Nima Dehmamy, Csaba Both, Jeet Mohapatra, Subhro Das, Tommi Jaakkola

ICML 2024 Latent Space Symmetry Discovery Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu

NeurIPS 2024 Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations Nima Dehmamy, Csaba Both, Jeet Mohapatra, Subhro Das, Tommi Jaakkola

NeurIPS 2024 Symmetry-Informed Governing Equation Discovery Jianke Yang, Wang Rao, Nima Dehmamy, Robin Walters, Rose Yu

ICML 2023 Generative Adversarial Symmetry Discovery Jianke Yang, Robin Walters, Nima Dehmamy, Rose Yu

ICMLW 2023 Latent Space Symmetry Discovery Jianke Yang, Nima Dehmamy, Robin Walters, Rose Yu

ICLR 2023 Symmetries, Flat Minima, and the Conserved Quantities of Gradient Flow Bo Zhao, Iordan Ganev, Robin Walters, Rose Yu, Nima Dehmamy

NeurIPSW 2023 Understanding Mode Connectivity via Parameter Space Symmetry Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu

NeurIPSW 2022 Charting Flat Minima Using the Conserved Quantities of Gradient Flow Bo Zhao, Iordan Ganev, Robin Walters, Rose Yu, Nima Dehmamy

NeurIPS 2022 Symmetry Teleportation for Accelerated Optimization Bo Zhao, Nima Dehmamy, Robin Walters, Rose Yu

NeurIPS 2021 Automatic Symmetry Discovery with Lie Algebra Convolutional Network Nima Dehmamy, Robin Walters, Yanchen Liu, Dashun Wang, Rose Yu

NeurIPS 2019 Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology Nima Dehmamy, Albert-Laszlo Barabasi, Rose Yu