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Robin Walters — most-cited papers & profile · Graph Learning
← authors
·
overview
Robin Walters
22
papers ·
54
citations ·
7
h-index
Northeastern University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FIRE-GNN: Force-informed, Relaxed Equivariance Graph Neural Network for Rapid and Accurate Prediction of Surface Properties
2025
Topological Deep Learning: Going Beyond Graph Data
2022
Edge Grasp Network: A Graph-Based SE(3)-invariant Approach to Grasp Detection
2022
Modeling Dynamics over Meshes with Gauge Equivariant Nonlinear Message Passing
2023
TopoX: A Suite of Python Packages for Machine Learning on Topological Domains
2024
Relaxed Equivariant Graph Neural Networks
2024
Top co-authors
Aldo Guzm\'an-S\'aenz
· 2
Ghada Zamzmi
· 2
Karthikeyan Natesan Ramamurthy
· 2
Michael T. Schaub
· 2
Mustafa Hajij
· 2
Neal Livesay
· 2
Nina Miolane
· 2
Paul Rosen
· 2
Shreyas N. Samaga
· 2
Soham Mukherjee
· 2
Theodore Papamarkou
· 2
Tolga Birdal
· 2
Topics
cs.LG
cs.CV
cs.AI
cond-mat.mtrl-sci
physics.comp-ph
cs.SI
math.AT
stat.ML
cs.RO
cs.MS