Sungwon Park
13 papers · 2020–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (34) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(13)
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
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Century Club Β· Bronze
ποΈ
Keyword Collector
(63)
Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(6)
Deep Learning
(6)
Computer Vision
(5)
Application Areas
(5)
Domain-Specific
(5)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Core AI
(4)
Core Methods
(3)
Architectures
(2)
Learning Paradigms
(2)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Keywords
satellite imagery
(4)
domain adaptation
(3)
transfer learning
(2)
representation learning
(1)
risk management
(1)
domain generalization
(1)
semantic segmentation
(1)
mutual information
(1)
robust learning
(1)
change detection
(1)
text classification
(1)
prototype learning
(1)
self-supervised learning
(1)
test-time adaptation
(1)
model alignment
(1)
model aggregation
(1)
ordinal regression
(1)
image clustering
(1)
image classification
(1)
unsupervised learning
(1)
Papers
Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment
AAAI 2026
Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts
AAAI 2026
SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger
ACL 2026
Classifying and Tracking International Aid Contribution Towards SDGs
IJCAI 2025
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model
AAAI 2025
Self-Supervised Vision for Climate Downscaling
IJCAI 2024
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis
ICCV 2023
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
ECCV 2022
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
AAAI 2022
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
AAAI 2022
Improving Unsupervised Image Clustering With Robust Learning
CVPR 2021
Lightweight and Robust Representation of Economic Scales from Satellite Imagery
AAAI 2020
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification
ECCV 2020