Changho Shin
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(7)
Learning Types · Machine Learning
(6)
Artificial Intelligence
(4)
Application Areas
(4)
Core AI
(3)
Natural Language Processing
(2)
Core Methods
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
domain adaptation
(2)
weak supervision
(2)
zero-shot learning
(2)
text classification
(1)
model robustness
(1)
optimal transport
(1)
preference alignment
(1)
instruction tuning
(1)
label noise
(1)
energy disaggregation
(1)
regret bound
(1)
bias mitigation
(1)
synthetic data
(1)
weak-to-strong generalization
(1)
representation editing
(1)
counterfactual fairness
(1)
consistent estimator
(1)
demographic parity
(1)
deep network
(1)
label distribution
(1)
Papers
Personalize Your LLM: Fake it then Align it
NAACL 2025
Weak-to-Strong Generalization Through the Data-Centric Lens
ICLR 2025
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models
NeurIPS 2024
Zero-Shot Robustification of Zero-Shot Models
ICLR 2024
Mitigating Source Bias for Fairer Weak Supervision
NeurIPS 2023
Universalizing Weak Supervision
ICLR 2022
Subtask Gated Networks for Non-Intrusive Load Monitoring
AAAI 2019