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1
Coherence-based Label Propagation over Time Series for Accelerated Active Learning

Shin, Yooju; Yoon, Susik; Kim, Sundong; Song, Hwanjun; Lee, Jae-Gil; Lee, Byung Suk, Tenth International Conference on Learning Representations, ICLR 2022, International Conference on Learning Representations (ICLR), 2022-04-28

2
DATE: Dual Attentive Tree-aware Embedding for Customs Fraud Detection

Kim, Sundong; Tsai, Yu-Che; Singh, Karandeep; Choi, Yeonsoo; Ibok, Etim; Li, Cheng-Te; Cha, Meeyoung, 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020, pp.2880 - 2890, Association for Computing Machinery, 2020-08-24

3
DualFair: Fair Representation Learning at Both Group and Individual Levels via Contrastive Self-supervision

Han, Sungwon; Lee, Seungeon; Wu, Fangzhao; Kim, Sundong; Wu, Chuhan; Wang, Xiting; Xie, Xing; et al, WWW '23: The ACM Web Conference 2023, pp.3766 - 3774, ACM, 2023-04-30

4
FedDefender: Client-Side Attack-Tolerant Federated Learning

Park, Sungwon; Han, Sungwon; Wu, Fangzhao; Kim, Sundong; Zhu, Bin; Xie, Xing; Cha, Meeyoung, KDD '23: The 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.1850 - 1861, ACM, 2023-08-08

5
FedX: Unsupervised Federated Learning with Cross Knowledge Distillation

Han, Sungwon; Park, Sungwon; Wu, Fangzhao; Kim, Sundong; Wu, Chuhan; Xie, Xing; Cha, Meeyoung, European Conference on Computer Vision, ECCV 2022, pp.691 - 707, European Computer Vision Association, 2022-10-23

6
Friend recommendation with a target user in social networking services

Kim, Sundong; Lee, Jae-Gil, 2015 31st IEEE International Conference on Data Engineering Workshops, ICDEW 2015, pp.235 - 239, IEEE Computer Society, 2015-04

7
Knowledge Sharing via Domain Adaptation in Customs Fraud Detection

Park, Sungwon; Kim, Sundong; Cha, Meeyoung, 36th AAAI Conference on Artificial Intelligence, AAAI 2022, pp.12062 - 12070, Association for the Advancement of Artificial Intelligence, 2022-02-26

8
Machine Learning Driven Aid Classification for Sustainable Development

Lee, Junho; Song, Hyeonho; Lee, Dongjoon; Kim, Sundong; Sim, Jisoo; Cha, Meeyoung; Park, Kyung Ryul, 32nd International Joint Conference on Artificial Intelligence, International Joint Conference on Artificial Intelligence (IJCAI), 2023-08-23

9
Revisit Prediction by Deep Survival Analysis

Kim, Sundong; Song, Hwanjun; Kim, Sejin; Kim, Beomyoung; Lee, Jae-Gil, 24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, pp.514 - 526, Springer, 2020-05-14

10
Towards Attack-tolerant Federated Learning via Critical Parameter Analysis

Han, Sungwon; Park, Sungwon; Wu, Fangzhao; Kim, Sundong; Zhu, Bin; Xie, Xing; Cha, Meeyoung, International Conference on Computer Vision, ICCV 2023, IEEE/Computer Vision Foundation, 2023-10-04

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