Guang-He Lee
9 papers · 2017–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
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Keyword Collector
(50)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(6)
Learning Types Β· Machine Learning
(5)
Architectures
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Keywords
adversarial learning
(3)
graph neural network
(2)
domain adaptation
(2)
representation learning
(2)
adversarial robustness
(1)
image generation
(1)
reinforcement learning
(1)
hamiltonian monte carlo
(1)
game theory
(1)
domain generalization
(1)
bayesian inference
(1)
self-supervised learning
(1)
word sense disambiguation
(1)
sensor fusion
(1)
event detection
(1)
parameter sharing
(1)
distribution shift
(1)
hierarchical taxonomy
(1)
probabilistic modeling
(1)
certified robustness
(1)
Papers
Taxonomy-Structured Domain Adaptation
ICML 2023
Graph-Relational Domain Adaptation
ICLR 2022
Oblique Decision Trees from Derivatives of ReLU Networks
ICLR 2020
Self-Supervised Learning of Appliance Usage
ICLR 2020
Functional Transparency for Structured Data: a Game-Theoretic Approach
ICML 2019
ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees
ICLR 2019
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers
NeurIPS 2019
Towards Robust, Locally Linear Deep Networks
ICLR 2019
MUSE: Modularizing Unsupervised Sense Embeddings
EMNLP 2017