Yilun Kuang
5 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
generalization bound
(2)
self-supervised learning
(1)
efficient coding
(1)
sequential monte carlo
(1)
bayesian optimization
(1)
generative model
(1)
antibody design
(1)
protein engineering
(1)
martingale method
(1)
scoring function
(1)
token-level analysis
(1)
linear separability
(1)
large language model
(1)
structured matrice
(1)
prediction smoothing
(1)
non-vacuous bound
(1)
large model
(1)
compression bound
(1)
manifold capacity
(1)
sublora
(1)
Papers
Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences
ICLR 2025
Customizing the Inductive Biases of Softmax Attention using Structured Matrices
ICML 2025
Non-Vacuous Generalization Bounds for Large Language Models
ICML 2024
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models
NeurIPS 2024
Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations
NeurIPS 2023