Bonggun Shin
5 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π Conference Polyglot (4) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Keyword Champion
(2)
Conferences
MLHC (2)
AAAI (1)
IJCAI (1)
UAI (1)
Top co-authors
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
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning
IJCAI 2019
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
MLHC 2019