Ruixuan Luo
4 papers · 2018–2022 · 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
(16)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Linguistics
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Understanding
(1)
Keywords
neural network optimization
(2)
adversarial learning
(1)
sequence labeling
(1)
model robustness
(1)
attention mechanism
(1)
machine translation
(1)
cross-lingual transfer
(1)
cross-domain learning
(1)
word segmentation
(1)
chinese word segmentation
(1)
adversarial training
(1)
sharpness-aware minimization
(1)
cross-lingual alignment
(1)
gradient descent
(1)
generalization ability
(1)
gradient descent optimization
(1)
deep neural network
(1)
model generalization
(1)
worst-case scenario
(1)
neural network robustness
(1)
Papers
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization
EMNLP 2022
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption
AAAI 2021
Translation as Cross-Domain Knowledge: Attention Augmentation for Unsupervised Cross-Domain Segmenting and Labeling Tasks
EMNLP 2021
Acquisition of Localization Confidence for Accurate Object Detection
ECCV 2018