Robert Wu
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(2)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
neural architecture search
(2)
search space
(2)
model robustness
(1)
text mining
(1)
clinical text mining
(1)
model architecture
(1)
deep learning
(1)
clinical prediction
(1)
adversarial attack
(1)
neural collapse
(1)
language model
(1)
poisoning attack
(1)
prediction error
(1)
embedding dimension
(1)
type system
(1)
controller design
(1)
patient monitoring
(1)
intensive care unit
(1)
search space poisoning
(1)
efficient na
(1)
Papers
Linguistic Collapse: Neural Collapse in (Large) Language Models
NeurIPS 2024
NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract)
AAAI 2022
Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract)
AAAI 2022
Predicting ICU transfers using text messages between nurses and doctors
NAACL 2019