Xuyang Ge
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Gold
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Research topics
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Machine Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Cognitive Science
(1)
Generation
(1)
Learning Types
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
cognitive modeling
(1)
knowledge distillation
(1)
feature similarity
(1)
state space model
(1)
language model
(1)
mechanistic interpretability
(1)
sparse autoencoder
(1)
relational structure
(1)
analogical reasoning
(1)
script knowledge
(1)
cognitive psychology
(1)
script generation
(1)
structure abduction
(1)
scientific analogy
(1)
constrained language planning
(1)
goal-oriented planning
(1)
neural network architecture
(1)
scientific analogies
(1)
Papers
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures
ICLR 2025
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction
EMNLP 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning
ACL 2023