Cristian Bodnar
8 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Triple Crown
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Grand Slam
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(4)
weisfeiler-lehman test
(3)
neural ordinary differential equation
(2)
message passing
(2)
simplicial complex
(2)
topological data analysis
(1)
geometric deep learning
(1)
catastrophic forgetting
(1)
robotic grasping
(1)
policy learning
(1)
batch reinforcement learning
(1)
stochastic process
(1)
algebraic topology
(1)
graph diffusion
(1)
deep neural network
(1)
dynamical system
(1)
distributional reinforcement learning
(1)
geometric graph neural network
(1)
uncertainty estimation
(1)
variational inference
(1)
Papers
On the Expressive Power of Geometric Graph Neural Networks
ICML 2023
Neural Sheaf Diffusion: A Topological Perspective on Heterophily and Oversmoothing in GNNs
NeurIPS 2022
Neural ODE Processes
ICLR 2021
Weisfeiler and Lehman Go Cellular: CW Networks
NeurIPS 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
ICML 2021
On Second Order Behaviour in Augmented Neural ODEs
NeurIPS 2020
Proximal Distilled Evolutionary Reinforcement Learning
AAAI 2020
Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping
RSS 2020