Mikhail Galkin
15 papers · 2020–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(7)
👑
Triple Crown
⚡
Prolific Year
(6)
💎
Century Club
(15)
❓
The Questioner
Conferences
ICLR (5)
ICML (4)
NIPS (2)
AACL (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
Top co-authors
Keywords
knowledge graph
(6)
link prediction
(3)
graph neural network
(3)
semantic relation
(2)
natural language processing
(2)
entity representation
(2)
foundation model
(1)
temporal knowledge graph
(1)
multi-hop reasoning
(1)
heterogeneous graph
(1)
knowledge graph completion
(1)
graph encoder
(1)
hyper-relational fact
(1)
inductive learning
(1)
zero-shot reasoning
(1)
neural-symbolic reasoning
(1)
logical query
(1)
entity relation
(1)
fuzzy logic
(1)
first-order logic query
(1)
Papers
Fully-inductive Node Classification on Arbitrary Graphs
ICLR 2025
SymmCD: Symmetry-Preserving Crystal Generation with Diffusion Models
ICLR 2025
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
ICML 2025
How Expressive are Knowledge Graph Foundation Models?
ICML 2025
A Foundation Model for Zero-shot Logical Query Reasoning
NIPS 2024
TGB 2.0: A Benchmark for Learning on Temporal Knowledge Graphs and Heterogeneous Graphs
NIPS 2024
Towards Foundation Models for Knowledge Graph Reasoning
ICLR 2024
Position: Graph Foundation Models Are Already Here
ICML 2024
Query Embedding on Hyper-Relational Knowledge Graphs
ICLR 2022
Neural-Symbolic Models for Logical Queries on Knowledge Graphs
ICML 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
IJCNLP 2022
NodePiece: Compositional and Parameter-Efficient Representations of Large Knowledge Graphs
ICLR 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
AACL 2022
Improving Inductive Link Prediction Using Hyper-Relational Facts (Extended Abstract)
IJCAI 2022
Message Passing for Hyper-Relational Knowledge Graphs
EMNLP 2020