Nima Dehmamy
12 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Academic Marathon
(6)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
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Century Club
(12)
π₯
Unstoppable
(5)
Conferences
ICML (5)
NIPS (5)
ACL (1)
ICLR (1)
Top co-authors
Research topics
Keywords
graph convolutional network
(2)
equivariant neural network
(2)
symmetry discovery
(2)
lie algebra
(2)
sparse regression
(1)
gradient descent
(1)
graph topology
(1)
second-order optimization
(1)
dynamical system
(1)
convergence speed
(1)
vision-language model
(1)
molecular simulation
(1)
neural network reparametrization
(1)
differential equation
(1)
equation discovery
(1)
equivariance constraint
(1)
protein folding
(1)
group transformation
(1)
genetic programming
(1)
multimodal content
(1)
Papers
Symmetry-Driven Discovery of Dynamical Variables in Molecular Simulations
ICML 2025
Large Language Models Are Natural Video Popularity Predictors
ACL 2025
AtlasD: Automatic Local Symmetry Discovery
ICML 2025
Understanding Mode Connectivity via Parameter Space Symmetry
ICML 2025
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
NIPS 2024
Latent Space Symmetry Discovery
ICML 2024
Symmetry-Informed Governing Equation Discovery
NIPS 2024
Symmetries, Flat Minima, and the Conserved Quantities of Gradient Flow
ICLR 2023
Generative Adversarial Symmetry Discovery
ICML 2023
Symmetry Teleportation for Accelerated Optimization
NIPS 2022
Automatic Symmetry Discovery with Lie Algebra Convolutional Network
NIPS 2021
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology
NIPS 2019