SangMook Kim
6 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (2)
ICLR (2)
EMNLP (1)
MICCAI (1)
Top co-authors
Keywords
continual learning
(2)
federated learning
(2)
catastrophic forgetting
(1)
preference optimization
(1)
distributed learning
(1)
model alignment
(1)
gradient descent
(1)
query selection
(1)
label efficiency
(1)
proximal optimization
(1)
data heterogeneity
(1)
client heterogeneity
(1)
knowledge forgetting
(1)
knowledge retention
(1)
model personalization
(1)
local training
(1)
large language model
(1)
local gradient
(1)
federated active learning
(1)
inter-class diversity
(1)
Papers
Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models
ICLR 2025
PTCMIL: Multiple Instance Learning via Prompt Token Clustering for Whole Slide Image Analysis
MICCAI 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
Re-Thinking Federated Active Learning Based on Inter-Class Diversity
CVPR 2023
FedBABU: Toward Enhanced Representation for Federated Image Classification
ICLR 2022