Alessio Micheli
8 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π£ Hot Topic Early Bird π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
ICML (4)
AAAI (1)
AISTATS (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
graph classification
(3)
graph neural network
(3)
representation learning
(3)
graph representation learning
(2)
variational inference
(1)
embedding learning
(1)
maximum likelihood
(1)
vertex classification
(1)
weight sharing
(1)
stability condition
(1)
generative model
(1)
bayesian network
(1)
probabilistic model
(1)
mixture model
(1)
tree structure
(1)
dynamical system
(1)
recurrent neural network
(1)
language model
(1)
fixed point
(1)
molecular graph
(1)
Papers
The Infinite Contextual Graph Markov Model
ICML 2022
Graph Mixture Density Networks
ICML 2021
A Fair Comparison of Graph Neural Networks for Graph Classification
ICLR 2020
Fast and Deep Graph Neural Networks
AAAI 2020
A Deep Generative Model for Fragment-Based Molecule Generation
AISTATS 2020
Probabilistic Learning on Graphs via Contextual Architectures
JMLR 2020
Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing
ICML 2018
Tree Edit Distance Learning via Adaptive Symbol Embeddings
ICML 2018