Sungwon Han
14 papers · 2020–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (9) π Academic Marathon (5) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (27)
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Conference Polyglot
(9)
π
Academic Marathon
(5)
π
Renaissance Researcher
(7)
π€
Dynamic Duo
(12)
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Century Club
(14)
ποΈ
Keyword Collector
(55)
π₯
Unstoppable
(6)
Conferences
AAAI (4)
ECCV (2)
ICML (2)
COLING (1)
CVPR (1)
EACL (1)
EMNLP (1)
ICCV (1)
NIPS (1)
Top co-authors
Research topics
Keywords
satellite imagery
(4)
contrastive learning
(3)
transfer learning
(2)
topic modeling
(2)
semantic segmentation
(1)
ordinal regression
(1)
representation learning
(1)
topic coherence
(1)
change detection
(1)
multilingual nlp
(1)
social media analysis
(1)
domain adaptation
(1)
text representation
(1)
model aggregation
(1)
remote sensing
(1)
deep learning
(1)
event detection
(1)
image clustering
(1)
image classification
(1)
unsupervised learning
(1)
Papers
Retrieval Augmented Time Series Forecasting
ICML 2025
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model
AAAI 2025
Measuring Fine-Grained Urban Air Temperature with Satellite Imagery
AAAI 2025
Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias
EMNLP 2024
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning
ICML 2024
Unified Neural Topic Model via Contrastive Learning and Term Weighting
EACL 2023
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis
ICCV 2023
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation
ECCV 2022
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
AAAI 2022
Self-explaining deep models with logic rule reasoning
NIPS 2022
Improving Unsupervised Image Clustering With Robust Learning
CVPR 2021
A Risk Communication Event Detection Model via Contrastive Learning
COLING 2020
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification
ECCV 2020
Lightweight and Robust Representation of Economic Scales from Satellite Imagery
AAAI 2020