Kirill Brilliantov
4 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(5)
Conferences
AAAI (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
maximum satisfiability
(2)
combinatorial optimization
(2)
simplicial complexes
(1)
geometric algebra
(1)
exact algorithm
(1)
persistent homology
(1)
generalization bound
(1)
pac-bayes bound
(1)
language model
(1)
parameterized algorithm
(1)
topological feature
(1)
graph neural network
(1)
exponential algorithm
(1)
gallai-edmonds decomposition
(1)
variable-clause graph
(1)
worst-case complexity
(1)
algebraic topology
(1)
Papers
Compositional PAC-Bayes: Generalization of GNNs with persistence and beyond
NIPS 2024
Parameterization of (Partial) Maximum Satisfiability above Matching in a Variable-Clause Graph
AAAI 2024
Applying language models to algebraic topology: generating simplicial cycles using multi-labeling in Wu’s formula
ICML 2024
Improved Algorithms for Maximum Satisfiability and Its Special Cases
AAAI 2023