Hui Guan
8 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
(30)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Application Areas
(4)
Learning Paradigms · Artificial Intelligence
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Architectures
(2)
Core AI
(2)
Learning Paradigms · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
federated learning
(3)
convolutional neural network
(2)
multi-task learning
(2)
model compression
(2)
memory efficiency
(2)
distributed learning
(1)
hierarchical model
(1)
bayesian inference
(1)
parameter sharing
(1)
adaptive optimization
(1)
gradient estimation
(1)
probabilistic programming
(1)
fault tolerance
(1)
hamiltonian monte carlo
(1)
tree structure
(1)
efficient computing
(1)
graphical model
(1)
generative model
(1)
neural architecture search
(1)
adversarial robustness
(1)
Papers
Attack-Resilient Image Watermarking Using Stable Diffusion
NeurIPS 2024
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
NeurIPS 2024
Automatically marginalized MCMC in probabilistic programming
ICML 2023
Flash: Concept Drift Adaptation in Federated Learning
ICML 2023
Flow: Per-instance Personalized Federated Learning
NeurIPS 2023
A Tree-Structured Multi-Task Model Recommender
AutoML 2022
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning
NeurIPS 2022
In-Place Zero-Space Memory Protection for CNN
NeurIPS 2019