Hui Guan
8 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(31)
π£
Hot Topic Early Bird
Conferences
NIPS (5)
ICML (2)
AUTOML (1)
Top co-authors
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
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models
NIPS 2024
Attack-Resilient Image Watermarking Using Stable Diffusion
NIPS 2024
Flash: Concept Drift Adaptation in Federated Learning
ICML 2023
Flow: Per-instance Personalized Federated Learning
NIPS 2023
Automatically marginalized MCMC in probabilistic programming
ICML 2023
A Tree-Structured Multi-Task Model Recommender
AUTOML 2022
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning
NIPS 2022
In-Place Zero-Space Memory Protection for CNN
NIPS 2019