Cristian Bodnar
8 papers · 2020–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (5)
π£
Hot Topic Early Bird
π
Cross-Pollinator
(3)
π
Keyword Champion
π
Grand Slam
π
Triple Crown
Conferences
NIPS (3)
ICML (2)
AAAI (1)
ICLR (1)
RSS (1)
Top co-authors
Keywords
graph neural network
(4)
weisfeiler-lehman test
(3)
simplicial complex
(2)
message passing
(2)
topological data analysis
(1)
distributional reinforcement learning
(1)
catastrophic forgetting
(1)
geometric deep learning
(1)
robotic grasping
(1)
batch reinforcement learning
(1)
geometric graph neural network
(1)
graph diffusion
(1)
dynamical system
(1)
deep neural network
(1)
neural ordinary differential equation
(1)
algebraic topology
(1)
evolutionary algorithm
(1)
genetic algorithm
(1)
policy learning
(1)
reinforcement learning
(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
NIPS 2022
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks
ICML 2021
Weisfeiler and Lehman Go Cellular: CW Networks
NIPS 2021
Neural ODE Processes
ICLR 2021
Quantile QT-Opt for Risk-Aware Vision-Based Robotic Grasping
RSS 2020
Proximal Distilled Evolutionary Reinforcement Learning
AAAI 2020
On Second Order Behaviour in Augmented Neural ODEs
NIPS 2020