Sungwon Han - RankMe

49 papers A* 15A 2Journal 27Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Denoising attribution maps through gradient analysis of critical parameters. Pattern Recognit. Seungeon Lee, Heejin Bin, Sungwon Han, Meeyoung Cha
2025	A*	`conf`	Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection. WWW Sungwon Park, Sungwon Han, Xing Xie, Jae-Gil Lee, Meeyoung Cha
2025	J	`jnl`	Enhancing Domain Generalization for Robust Machine-Generated Text Detection. IEEE Trans. Knowl. Data Eng. Sungwon Park, Sungwon Han, Meeyoung Cha
2025	J	`jnl`	GIFARC: Synthetic Dataset for Leveraging Human-Intuitive Analogies to Elevate AI Reasoning. CoRR Woochang Sim, Hyunseok Ryu, Kyungmin Choi, Sungwon Han, Sundong Kim
2025	A*	`conf`	Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model. AAAI Kyeongjin Ahn, Sungwon Han, Sungwon Park, Jihee Kim, Sangyoon Park, Meeyoung Cha
2025	J	`jnl`	GeoReg: Weight-Constrained Few-Shot Regression for Socio-Economic Estimation using LLM. CoRR Kyeongjin Ahn, Sungwon Han, Seungeon Lee, DongHyun Ahn, Hyoshin Kim, Jungwon Kim, Jihee Kim, Sangyoon Park, Meeyoung Cha
2025	—	`conf`	LLM-Driven Socio-Economic Estimation for Visegrád Countries. GoodIT DongHyun Ahn, Sumin Lee, Donggyu Lee, Jungwon Kim, Sungwon Han, Seungeon Lee, Younhyung Chae, Jihee Kim, Meeyoung Cha
2025	J	`jnl`	LLM-Guided Self-Supervised Tabular Learning With Task-Specific Pre-text Tasks. Trans. Mach. Learn. Res. Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan Ö. Arik, Jinsung Yoon
2025	J	`jnl`	Mapping Reduced Accessibility to WASH Facilities in Rohingya Refugee Camps with Sub-Meter Imagery. CoRR Kyeongjin Ahn, YongHun Suh, Sungwon Han, Jeasurk Yang, Hannes Taubenböck, Meeyoung Cha
2025	A*	`conf`	Measuring Fine-Grained Urban Air Temperature with Satellite Imagery. AAAI Minhyuk Song, Sungwon Han, Seungeon Lee, DongHyun Ahn, Jihee Kim, Meeyoung Cha
2025	A*	`conf`	Retrieval Augmented Time Series Forecasting. ICML Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan Ö. Arik, Jinsung Yoon
2025	J	`jnl`	Retrieval Augmented Time Series Forecasting. CoRR Sungwon Han, Seungeon Lee, Meeyoung Cha, Sercan Ö. Arik, Jinsung Yoon
2025	J	`jnl`	Tabular Feature Discovery With Reasoning Type Exploration. CoRR Sungwon Han, Sungkyu Park, Seungeon Lee
2024	J	`jnl`	Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection. CoRR Sungwon Park, Sungwon Han, Meeyoung Cha
2024	J	`jnl`	FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning. CoRR Sungwon Han, Hyeonho Song, Sungwon Park, Meeyoung Cha
2024	J	`jnl`	Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model. CoRR Kyeongjin Ahn, Sungwon Han, Sungwon Park, Jihee Kim, Sangyoon Park, Meeyoung Cha
2024	J	`jnl`	GeoSEE: Regional Socio-Economic Estimation With a Large Language Model. CoRR Sungwon Han, DongHyun Ahn, Seungeon Lee, Minhyuk Song, Sungwon Park, Sangyoon Park, Jihee Kim, Meeyoung Cha
2024	A*	`conf`	Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning. ICML Sungwon Han, Jinsung Yoon, Sercan Ö. Arik, Tomas Pfister
2024	J	`jnl`	Large Language Models Can Automatically Engineer Features for Few-Shot Tabular Learning. CoRR Sungwon Han, Jinsung Yoon, Sercan Ö. Arik, Tomas Pfister
2024	—	`conf`	Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias. EMNLP (Findings) Minseo Koo, Doeun Kim, Sungwon Han, Sungkyu Park
2024	J	`jnl`	Uncertainty-Aware Face Embedding With Contrastive Learning for Open-Set Evaluation. IEEE Trans. Inf. Forensics Secur. Kyeongjin Ahn, Seungeon Lee, Sungwon Han, Cheng-Yaw Low, Meeyoung Cha
2023	J	`jnl`	Active Learning for Human-in-the-Loop Customs Inspection. IEEE Trans. Knowl. Data Eng. Sundong Kim, Tung-Duong Mai, Sungwon Han, Sungwon Park, Thi Nguyen Duc Khanh, Jaechan So, Karandeep Singh, Meeyoung Cha
2023	A*	`conf`	DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision. WWW Sungwon Han, Seungeon Lee, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xiting Wang, Xing Xie, Meeyoung Cha
2023	J	`jnl`	DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision. CoRR Sungwon Han, Seungeon Lee, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xiting Wang, Xing Xie, Meeyoung Cha
2023	A*	`conf`	FedDefender: Client-Side Attack-Tolerant Federated Learning. KDD Sungwon Park, Sungwon Han, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha
2023	J	`jnl`	FedDefender: Client-Side Attack-Tolerant Federated Learning. CoRR Sungwon Park, Sungwon Han, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha
2023	A*	`conf`	Towards Attack-tolerant Federated Learning via Critical Parameter Analysis. ICCV Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha
2023	J	`jnl`	Towards Attack-tolerant Federated Learning via Critical Parameter Analysis. CoRR Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Bin Zhu, Xing Xie, Meeyoung Cha
2023	A	`conf`	Unified Neural Topic Model via Contrastive Learning and Term Weighting. EACL Sungwon Han, Mingi Shin, Sungkyu Park, Changwook Jung, Meeyoung Cha
2022	—	`conf`	FedX: Unsupervised Federated Learning with Cross Knowledge Distillation. ECCV (30) Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha
2022	J	`jnl`	FedX: Unsupervised Federated Learning with Cross Knowledge Distillation. CoRR Sungwon Han, Sungwon Park, Fangzhao Wu, Sundong Kim, Chuhan Wu, Xing Xie, Meeyoung Cha
2022	A*	`conf`	Learning Economic Indicators by Aggregating Multi-Level Geospatial Information. AAAI Sungwon Park, Sungwon Han, DongHyun Ahn, Jaeyeon Kim, Jeasurk Yang, Susang Lee, Seunghoon Hong, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha
2022	J	`jnl`	Learning Economic Indicators by Aggregating Multi-Level Geospatial Information. CoRR Sungwon Park, Sungwon Han, DongHyun Ahn, Jaeyeon Kim, Jeasurk Yang, Susang Lee, Seunghoon Hong, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha
2022	A*	`conf`	Self-explaining deep models with logic rule reasoning. NeurIPS Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha
2022	J	`jnl`	Self-explaining deep models with logic rule reasoning. CoRR Seungeon Lee, Xiting Wang, Sungwon Han, Xiaoyuan Yi, Xing Xie, Meeyoung Cha
2022	A*	`conf`	Using Web Data to Reveal 22-Year History of Sneaker Designs. WWW Sungkyu Park, Hyeonho Song, Sungwon Han, Berhane Weldegebriel, Lev Manovich, Emanuele Arielli, Meeyoung Cha
2021	A	`conf`	Elsa: Energy-based Learning for Semi-supervised Anomaly Detection. BMVC Sungwon Han, Hyeonho Song, Seungeon Lee, Sungwon Park, Meeyoung Cha
2021	J	`jnl`	Elsa: Energy-based learning for semi-supervised anomaly detection. CoRR Sungwon Han, Hyeonho Song, Seungeon Lee, Sungwon Park, Meeyoung Cha
2021	A*	`conf`	Improving Unsupervised Image Clustering With Robust Learning. CVPR Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park, Seunghoon Hong, Meeyoung Cha
2020	J	`jnl`	A Comprehensive Approach to Unsupervised Embedding Learning based on AND Algorithm. CoRR Sungwon Han, Yizhan Xu, Sungwon Park, Meeyoung Cha, Cheng-Te Li
2020	—	`conf`	A Comprehensive and Adversarial Approach to Self-Supervised Representation Learning. IEEE BigData Yizhan Xu, Sungwon Han, Sungwon Park, Meeyoung Cha, Cheng-Te Li
2020	J	`jnl`	Improving Unsupervised Image Clustering With Robust Learning. CoRR Sungwon Park, Sungwon Han, Sundong Kim, Danu Kim, Sungkyu Park, Seunghoon Hong, Meeyoung Cha
2020	A*	`conf`	Learning to Score Economic Development from Satellite Imagery. KDD Sungwon Han, DongHyun Ahn, Sungwon Park, Jeasurk Yang, Susang Lee, Jihee Kim, Hyunjoo Yang, Sangyoon Park, Meeyoung Cha
2020	A*	`conf`	Lightweight and Robust Representation of Economic Scales from Satellite Imagery. AAAI Sungwon Han, DongHyun Ahn, Hyunji Cha, Jeasurk Yang, Sungwon Park, Meeyoung Cha
2020	—	`conf`	Mitigating Embedding and Class Assignment Mismatch in Unsupervised Image Classification. ECCV (24) Sungwon Han, Sungwon Park, Sungkyu Park, Sundong Kim, Meeyoung Cha
2020	J	`jnl`	Risk Communication in Asian Countries: COVID-19 Discourse on Twitter. CoRR Sungkyu Park, Sungwon Han, Jeongwook Kim, Mir Majid Molaie, Hoang Dieu Vu, Karandeep Singh, Jiyoung Han, Wonjae Lee, Meeyoung Cha
2020	J	`jnl`	Take a Chance: Managing the Exploitation-Exploration Dilemma in Customs Fraud Detection via Online Active Learning. CoRR Sundong Kim, Tung-Duong Mai, Thi Nguyen Duc Khanh, Sungwon Han, Sungwon Park, Karandeep Singh, Meeyoung Cha
2019	A*	`conf`	Learning Sleep Quality from Daily Logs. KDD Sungkyu Park, Cheng-Te Li, Sungwon Han, Cheng Hsu, Sang Won Lee, Meeyoung Cha
2019	J	`jnl`	Lightweight and Robust Representation of Economic Scales from Satellite Imagery. CoRR Sungwon Han, DongHyun Ahn, Hyunji Cha, Jeasurk Yang, Sungwon Park, Meeyoung Cha