Gihun Lee
6 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
CVPR (1)
EMNLP (1)
ICLR (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
continual learning
(3)
data heterogeneity
(2)
federated learning
(2)
catastrophic forgetting
(1)
preference learning
(1)
direct preference optimization
(1)
knowledge distillation
(1)
preference optimization
(1)
text summarization
(1)
supervised learning
(1)
model alignment
(1)
mutual information
(1)
gradient descent
(1)
supervised classification
(1)
proximal optimization
(1)
client heterogeneity
(1)
supervised fine-tuning
(1)
knowledge forgetting
(1)
knowledge retention
(1)
model personalization
(1)
Papers
Learning to Summarize from LLM-generated Feedback
NAACL 2025
FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning
CVPR 2024
BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization
EMNLP 2024
Instructive Decoding: Instruction-Tuned Large Language Models are Self-Refiner from Noisy Instructions
ICLR 2024
Self-Contrastive Learning: Single-Viewed Supervised Contrastive Framework Using Sub-network
AAAI 2023
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
NIPS 2022