Sarp Aykent
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Architectures
(2)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Core AI
(1)
Learning Types
(1)
Optimization
(1)
Resources & Methods
(1)
Science
(1)
Keywords
equivariant network
(2)
constrained optimization
(1)
molecular property
(1)
property prediction
(1)
molecular representation learning
(1)
budget constraint
(1)
two-stage optimization
(1)
3d structure
(1)
large language model
(1)
graph neural network
(1)
api-based model
(1)
vector network
(1)
3d structural modeling
(1)
accuracy variation
(1)
market share optimization
(1)
flight frequency
(1)
signal guided optimization
(1)
flight frequency optimization
(1)
vectorial embedding
(1)
determinism metrics
(1)
Papers
GotenNet: Rethinking Efficient 3D Equivariant Graph Neural Networks
ICLR 2025
Non-Determinism of “Deterministic” LLM System Settings in Hosted Environments
AACL 2025
Constrained Market Share Maximization by Signal-Guided Optimization
AAAI 2023
SaVeNet: A Scalable Vector Network for Enhanced Molecular Representation Learning
NeurIPS 2023