Yixiao Huang
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(3)
Architectures
(3)
Natural Language Processing
(2)
Generation
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
transformer architecture
(1)
robustness
(1)
attention mechanism
(1)
language modeling
(1)
adversarial training
(1)
gradient descent
(1)
markov model
(1)
black-box attack
(1)
state space model
(1)
language model
(1)
implicit bia
(1)
next-token prediction
(1)
length generalization
(1)
self attention
(1)
hard retrieval
(1)
generative process
(1)
white-box attack
(1)
local context
(1)
convolution-augmented transformer
(1)
associative recall
(1)
Papers
On the Power of Convolution-Augmented Transformer
AAAI 2025
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
ICML 2024
Mechanics of Next Token Prediction with Self-Attention
AISTATS 2024
Towards Efficient Training and Evaluation of Robust Models against l_0 Bounded Adversarial Perturbations
ICML 2024