Huaqing Zhang
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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The Questioner
Venues
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Research topics
Keywords
meta learning
(1)
representation learning
(1)
sample efficiency
(1)
convex optimization
(1)
task generalization
(1)
compositional learning
(1)
algorithm design
(1)
bilevel optimization
(1)
first-order method
(1)
sparse attention
(1)
near-optimal rate
(1)
first-order algorithm
(1)
approximate optimal value
(1)
functionally constrained
(1)
Papers
From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency
ICLR 2025
Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to D^T Tasks?
ICML 2025
Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem
NeurIPS 2024