Michael Galkin
5 papers · 2022–2023 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(11)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
Conferences
NIPS (5)
Top co-authors
Keywords
graph neural network
(3)
message passing
(2)
graph transformer
(2)
knowledge graph
(2)
link prediction
(2)
kolmogorov complexity
(1)
entity embedding
(1)
deep neural network
(1)
benchmark dataset
(1)
positional encoding
(1)
iterated learning
(1)
graph reasoning
(1)
long-range dependency
(1)
scalable algorithm
(1)
long-range interaction
(1)
a* algorithm
(1)
query answering
(1)
message passing mechanism
(1)
structural encoding
(1)
logical query
(1)
Papers
A*Net: A Scalable Path-based Reasoning Approach for Knowledge Graphs
NIPS 2023
Improving Compositional Generalization using Iterated Learning and Simplicial Embeddings
NIPS 2023
Recipe for a General, Powerful, Scalable Graph Transformer
NIPS 2022
Inductive Logical Query Answering in Knowledge Graphs
NIPS 2022
Long Range Graph Benchmark
NIPS 2022