Henry Hoffmann
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Deep Learning
(3)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
graph neural network
(2)
dynamic graph generation
(2)
multi-task learning
(1)
probabilistic modeling
(1)
graph representation learning
(1)
autoregressive generation
(1)
model architecture
(1)
neural network optimization
(1)
continuous time
(1)
generative model
(1)
probabilistic model
(1)
random projection
(1)
dynamic graph
(1)
loss function
(1)
gradient projection
(1)
operating system
(1)
flash storage
(1)
performance predictability
(1)
storage performance
(1)
i/o latency
(1)
Papers
A Deep Probabilistic Framework for Continuous Time Dynamic Graph Generation
AAAI 2025
Quality Measures for Dynamic Graph Generative Models
ICLR 2025
ChameleonAPI: Automatic and Efficient Customization of Neural Networks for ML Applications
OSDI 2024
LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network
OSDI 2020
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks
ICML 2020