Pengxin Guo
4 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Application Areas
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Security & Privacy
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Optimization
(1)
Privacy
(1)
Keywords
federated learning
(2)
model compression
(1)
differential privacy
(1)
matrix decomposition
(1)
multi-task learning
(1)
few-shot learning
(1)
domain adaptation
(1)
gradient-based optimization
(1)
privacy preservation
(1)
gradient descent
(1)
bilevel optimization
(1)
multi-objective optimization
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
client-server architecture
(1)
homomorphic encryption
(1)
meta learning
(1)
gradient inversion attack
(1)