YoungBin Kim
28 papers · 2021–2026 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (54) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint
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Dynamic Duo
(14)
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Prolific Year · Productive
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The Questioner
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Century Club · Bronze
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Keyword Collector
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Research topics
Machine Learning
(17)
Artificial Intelligence
(13)
Natural Language Processing
(13)
Application Areas
(12)
Core AI
(12)
Deep Learning
(7)
Applications
(7)
Resources & Methods
(5)
Generation
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Architectures
(3)
Learning Paradigms
(3)
Computer Vision
(2)
Keywords
large language model
(10)
zero-shot learning
(3)
data augmentation
(3)
machine translation
(2)
text classification
(2)
offensive language detection
(2)
pre-trained language model
(2)
adversarial attack
(2)
spurious correlation
(2)
vision-language model
(2)
multimodal learning
(2)
text augmentation
(2)
bias mitigation
(2)
korean language
(2)
data annotation
(2)
weakly supervised learning
(1)
attention mechanism
(1)
multi-task learning
(1)
logical reasoning
(1)
semantic segmentation
(1)
Papers
Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias
AAAI 2026
FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation
ACL 2026
HyCal: A Training-Free Prototype Calibration Method for Cross-Discipline Few-Shot Class-Incremental Learning
CVPR 2026
IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering
ACL 2026
ParTY: Part-Guidance for Expressive Text-to-Motion Synthesis
CVPR 2026
Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process?
EACL 2026
RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents
AAAI 2026
Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
EMNLP 2025
CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples
EMNLP 2025
Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models
ACL 2025
From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse
EMNLP 2025
LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring
EMNLP 2025
Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset
ACL 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models
ACL 2025
See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias
NAACL 2025
SummPilot: Bridging Efficiency and Customization for Interactive Summarization System
AAAI 2025
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes
EACL 2024
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation
ECCV 2024
Don’t be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks
NAACL 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation
COLING 2024
GPTs Are Multilingual Annotators for Sequence Generation Tasks
EACL 2024
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method
EMNLP 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation
WACV 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
EMNLP 2024
UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation
EMNLP 2024
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification
EMNLP 2023
It Ain’t Over: A Multi-aspect Diverse Math Word Problem Dataset
EMNLP 2023
Restoring and Mining the Records of the Joseon Dynasty via Neural Language Modeling and Machine Translation
NAACL 2021