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ORCIDSungwon Han 0001
Person information
- affiliation: Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea
- unicode name: 한성원
Other persons with the same name
- Sungwon Han (aka: Sung Won Han) — disambiguation page
- Sungwon Han 0002 — Samsung Electronics, Seoul, Korea
- Sung Won Han 0003
![[0000-0002-0040-3542]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-0040-3542")
(aka: Sungwon Han 0003) — Korea University, School of Industrial Management Engineering, Seoul, South Korea
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2020 – today
- 2024
[j2]Kyeongjin Ahn, SeungEon Lee, Sungwon Han, Cheng-Yaw Low, Meeyoung Cha:
Uncertainty-Aware Face Embedding With Contrastive Learning for Open-Set Evaluation. IEEE Trans. Inf. Forensics Secur. 19: 7176-7186 (2024)- [c17]Minseo Koo, Doeun Kim, Sungwon Han, Sungkyu Park:
Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias. EMNLP (Findings) 2024: 11123-11139 - [c16]Sungwon Han, Jinsung Yoon, Sercan Ö. Arik, Tomas Pfister:
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning. ICML 2024 - [i17]Sungwon Han, Jinsung Yoon, Sercan Ö. Arik, Tomas Pfister:
Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning. CoRR abs/2404.09491 (2024) - [i16]Sungwon Han, Hyeonho Song, Sungwon Park, Meeyoung Cha:
FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning. CoRR abs/2404.11905 (2024) - [i15]Kyeongjin Ahn, Sungwon Han, Sungwon Park, Jihee Kim, Sangyoon Park, Meeyoung Cha:
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model. CoRR abs/2406.08020 (2024) - [i14]Sungwon Han, Donghyun Ahn, SeungEon Lee, Minhyuk Song, Sungwon Park, Sangyoon Park, Jihee Kim, Meeyoung Cha:
GeoSEE: Regional Socio-Economic Estimation With a Large Language Model. CoRR abs/2406.09799 (2024) - [i13]Sungwon Park, Sungwon Han, Meeyoung Cha:
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection. CoRR abs/2406.11260 (2024) - 2023
- [j1]Sundong Kim, Tung-Duong Mai, Sungwon Han, Sungwon Park, Thi Nguyen Duc Khanh, Jaechan So, Karandeep Singh, Meeyoung Cha:
Active Learning for Human-in-the-Loop Customs Inspection. IEEE Trans. Knowl. Data Eng. 35(12): 12039-12052 (2023) - [c15]Sungwon Han, Mingi Shin, Sungkyu Park, Changwook Jung, Meeyoung Cha:
Unified Neural Topic Model via Contrastive Learning and Term Weighting. EACL 2023: 1794-1809 - [c14]Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha:
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis. ICCV 2023: 4976-4985 - [c13]Sungwon Park, Sungwon Han, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha:
FedDefender: Client-Side Attack-Tolerant Federated Learning. KDD 2023: 1850-1861 - [c12]Sungwon Han, SeungEon Lee, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xiting Wang, Xing Xie, Meeyoung Cha:
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision. WWW 2023: 3766-3774 - [i12]Sungwon Han, SeungEon Lee, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xiting Wang, Xing Xie, Meeyoung Cha:
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision. CoRR abs/2303.08403 (2023) - [i11]Sungwon Park, Sungwon Han, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha:
FedDefender: Client-Side Attack-Tolerant Federated Learning. CoRR abs/2307.09048 (2023) - [i10]Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha:
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis. CoRR abs/2308.09318 (2023) - 2022
- [c11]Sungwon Park, Sungwon Han, Donghyun Ahn, Jaeyeon Kim, Jeasurk Yang, Susang Lee, Seunghoon Hong, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha:
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information. AAAI 2022: 12053-12061 - [c10]Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha:
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation. ECCV (30) 2022: 691-707 - [c9]Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha:
Self-explaining deep models with logic rule reasoning. NeurIPS 2022 - [c8]Sungkyu Park, Hyeonho Song, Sungwon Han, Berhane Weldegebriel, Lev Manovich, Emanuele Arielli, Meeyoung Cha:
Using Web Data to Reveal 22-Year History of Sneaker Designs. WWW 2022: 2967-2977 - [i9]Sungwon Park, Sungwon Han, Donghyun Ahn, Jaeyeon Kim, Jeasurk Yang, Susang Lee, Seunghoon Hong, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha:
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information. CoRR abs/2205.01472 (2022) - [i8]Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha:
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation. CoRR abs/2207.09158 (2022) - [i7]SeungEon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha:
Self-explaining deep models with logic rule reasoning. CoRR abs/2210.07024 (2022) - 2021
- [c7]Sungwon Han, Hyeonho Song, SeungEon Lee, Sungwon Park, Meeyoung Cha:
Elsa: Energy-based Learning for Semi-supervised Anomaly Detection. BMVC 2021: 361 - [c6]Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park, Seunghoon Hong, Meeyoung Cha:
Improving Unsupervised Image Clustering With Robust Learning. CVPR 2021: 12278-12287 - [i6]Sungwon Han, Hyeonho Song, Seungeon Lee, Sungwon Park, Meeyoung Cha:
Elsa: Energy-based learning for semi-supervised anomaly detection. CoRR abs/2103.15296 (2021) - 2020
- [c5]Sungwon Han, Donghyun Ahn, Hyunji Cha, Jeasurk Yang, Sungwon Park, Meeyoung Cha:
Lightweight and Robust Representation of Economic Scales from Satellite Imagery. AAAI 2020: 428-436 - [c4]Yizhan Xu, Sungwon Han, Sungwon Park, Meeyoung Cha, Cheng-Te Li:
A Comprehensive and Adversarial Approach to Self-Supervised Representation Learning. IEEE BigData 2020: 709-717 - [c3]Sungwon Han, Sungwon Park, Sungkyu Park, Sundong Kim, Meeyoung Cha:
Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification. ECCV (24) 2020: 768-784 - [c2]Sungwon Han, Donghyun Ahn, Sungwon Park, Jeasurk Yang, Susang Lee, Jihee Kim, Hyunjoo Yang, Sangyoon Park, Meeyoung Cha:
Learning to Score Economic Development from Satellite Imagery. KDD 2020: 2970-2979 - [i5]Sungwon Han, Yizhan Xu, Sungwon Park, Meeyoung Cha, Cheng-Te Li:
A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm. CoRR abs/2002.12158 (2020) - [i4]Sungkyu Park, Sungwon Han, Jeongwook Kim, Mir Majid Molaie, Hoang Dieu Vu, Karandeep Singh, Jiyoung Han, Wonjae Lee, Meeyoung Cha:
Risk Communication in Asian Countries: COVID-19 Discourse on Twitter. CoRR abs/2006.12218 (2020) - [i3]Sundong Kim, Tung-Duong Mai, Thi Nguyen Duc Khanh, Sungwon Han, Sungwon Park, Karandeep Singh, Meeyoung Cha:
Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning. CoRR abs/2010.14282 (2020) - [i2]Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park, Seunghoon Hong, Meeyoung Cha:
Improving Unsupervised Image Clustering With Robust Learning. CoRR abs/2012.11150 (2020)
2010 – 2019
- 2019
- [c1]Sungkyu Park, Cheng-Te Li, Sungwon Han, Cheng Hsu, Sang Won Lee, Meeyoung Cha:
Learning Sleep Quality from Daily Logs. KDD 2019: 2421-2429 - [i1]Sungwon Han, Donghyun Ahn, Hyunji Cha, Jeasurk Yang, Sungwon Park, Meeyoung Cha:
Lightweight and Robust Representation of Economic Scales from Satellite Imagery. CoRR abs/1912.08197 (2019)
Coauthor Index
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