Ying Tiffany He
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization
(1)
Keywords
reinforcement learning
(1)
stochastic gradient descent
(1)
hyperparameter optimization
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
gradient estimation
(1)
parallel computing
(1)
iteration complexity
(1)
low-rank adaptation
(1)
node classification
(1)
downstream task
(1)
first-order optimization
(1)
kernelized gradient estimation
(1)
gradient prediction
(1)
layer selection
(1)
kernel methods
(1)
large language model
(1)
graph neural network
(1)
subgraph invariant learning
(1)
invariance representation
(1)