Mojtaba Nayyeri
13 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Deep Specialist
(11)
ποΈ
Keyword Collector
(65)
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Trend Setter
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Century Club Β· Bronze
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Research topics
Machine Learning
(13)
Core Methods
(12)
Knowledge & Reasoning
(11)
Representation
(11)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Optimization & Theory
(4)
Architectures
(3)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Keywords
link prediction
(10)
knowledge graph embedding
(9)
temporal knowledge graph
(3)
temporal reasoning
(2)
knowledge graph completion
(2)
manifold learning
(2)
probabilistic inference
(1)
complex space
(1)
relational learning
(1)
knowledge representation
(1)
attention mechanism
(1)
geometric algebra
(1)
stochastic process
(1)
multi-label prediction
(1)
stochastic transitions
(1)
tensor factorization
(1)
knowledge graph
(1)
vector field
(1)
embedding learning
(1)
approximate inference
(1)
Papers
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings
UAI 2026
SEMMA: A Semantic Aware Knowledge Graph Foundation Model
EMNLP 2025
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces
AAAI 2024
NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning
AAAI 2024
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
EMNLP 2024
Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories
ACL 2023
Shrinking Embeddings for Hyper-Relational Knowledge Graphs
ACL 2023
Hyperbolic Embedding Inference for Structured Multi-Label Prediction
NeurIPS 2022
5* Knowledge Graph Embeddings with Projective Transformations
AAAI 2021
Knowledge Graph Representation Learning using Ordinary Differential Equations
EMNLP 2021
Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings
NAACL 2021
Knowledge Graph Embeddings in Geometric Algebras
COLING 2020
TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation
COLING 2020