Yuntian Gu
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
learning theory
(1)
image classification
(1)
vision transformer
(1)
autoregressive transformer
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
robust classification
(1)
theoretical analysis
(1)
dynamic programming
(1)
likelihood ratio
(1)
out-of-distribution detection
(1)
masked autoencoder
(1)
circuit complexity
(1)
chain of thought
(1)
arithmetic reasoning
(1)
large language model
(1)
numerical precision
(1)
feature-based score
(1)
in-distribution density
(1)
bounded-depth transformer
(1)
Papers
How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
ACL 2025
Denoising Masked Autoencoders Help Robust Classification
ICLR 2023
FLatS: Principled Out-of-Distribution Detection with Feature-Based Likelihood Ratio Score
EMNLP 2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
NeurIPS 2023