Guang-He Lee
9 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Triple Crown
Conferences
ICLR (5)
ICML (2)
EMNLP (1)
NIPS (1)
Top co-authors
Keywords
representation learning
(2)
adversarial learning
(2)
certified robustness
(1)
adversarial robustness
(1)
domain adaptation
(1)
game theory
(1)
word sense disambiguation
(1)
distribution shift
(1)
hierarchical taxonomy
(1)
gaussian noise
(1)
hierarchical structure
(1)
randomized smoothing
(1)
decision tree
(1)
word embedding
(1)
classifier ensemble
(1)
ensemble classifier
(1)
contextual embedding
(1)
sense embedding
(1)
graph neural network
(1)
neural network
(1)
Papers
Taxonomy-Structured Domain Adaptation
ICML 2023
Graph-Relational Domain Adaptation
ICLR 2022
Self-Supervised Learning of Appliance Usage
ICLR 2020
Oblique Decision Trees from Derivatives of ReLU Networks
ICLR 2020
Tight Certificates of Adversarial Robustness for Randomly Smoothed Classifiers
NIPS 2019
Towards Robust, Locally Linear Deep Networks
ICLR 2019
Functional Transparency for Structured Data: a Game-Theoretic Approach
ICML 2019
ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees
ICLR 2019
MUSE: Modularizing Unsupervised Sense Embeddings
EMNLP 2017