Bonggun Shin
5 papers · 2019–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(3)
Architectures
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
drug discovery
(2)
drug-target interaction
(2)
self-attention mechanism
(1)
ensemble learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
adversarial training
(1)
document classification
(1)
protein sequence
(1)
personalized medicine
(1)
out-of-distribution detection
(1)
uncertainty estimation
(1)
neural network robustness
(1)
embedding dimension
(1)
evidential deep learning
(1)
word embedding
(1)
precision-recall curve
(1)
teacher-student model
(1)
predictive uncertainty
(1)
molecule representation
(1)
Papers
Phase-shifted adversarial training
UAI 2023
Improving Evidential Deep Learning via Multi-Task Learning
AAAI 2022
An Interpretable Framework for Drug-Target Interaction with Gated Cross Attention
MLHC 2021
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
MLHC 2019
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning
IJCAI 2019