Hyojun Kim
4 papers · 2021–2025 · 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 · Silver
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Taxonomy Completionist
(16)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Computer Science
(2)
Application Areas
(2)
Applications · Computer Science
(2)
Architectures
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Core Methods
(1)
Optimization & Theory
(1)
Keywords
representation learning
(1)
contrastive learning
(1)
catastrophic forgetting
(1)
domain generalization
(1)
text classification
(1)
knowledge distillation
(1)
natural language inference
(1)
natural language generation
(1)
incremental learning
(1)
source code
(1)
adversarial attack
(1)
shared representation
(1)
pre-trained language model
(1)
beam search
(1)
language model fine-tuning
(1)
code model
(1)
code representation
(1)
code summarization
(1)
code search
(1)
abstract syntax tree
(1)
Papers
SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data
NAACL 2025
BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation
ACL 2023
TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search
EMNLP 2022
SS-IL: Separated Softmax for Incremental Learning
ICCV 2021