James Rowbottom
5 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(3)
neural diffusion
(2)
graph learning
(2)
partial differential equation
(1)
positional encoding
(1)
ordinary differential equation
(1)
gradient propagation
(1)
graph benchmark
(1)
oscillator network
(1)
beltrami flow
(1)
non-euclidean diffusion
(1)
deep learning
(1)
diffusion process
(1)
Papers
Lie Algebra Canonicalization: Equivariant Neural Operators under arbitrary Lie Groups
ICLR 2025
G-Adaptivity: optimised graph-based mesh relocation for finite element methods
ICML 2025
Graph-Coupled Oscillator Networks
ICML 2022
Beltrami Flow and Neural Diffusion on Graphs
NIPS 2021
GRAND: Graph Neural Diffusion
ICML 2021