Selected Publications
Selected Publications
Embedded Files
2025
2025
APT : A Two-stage Image-Video Transfer Learning for Video Retrieval
APT : A Two-stage Image-Video Transfer Learning for Video Retrieval
Seong-Min Kang, Yoon-Sik Cho
IEEE Transactions on Multimedia
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding
Yujin Kang, Seong Woo Park (IntelliVIX) , Yoon-Sik Cho
EMNLP 2025 [PDF] (main - acceptance rate 22.16%)
Can Personal Health Information Be Secured in LLM? Privacy Attack and Defense in the Medical Domain
Can Personal Health Information Be Secured in LLM? Privacy Attack and Defense in the Medical Domain
Yujin Kang, Eunsun Kim, Yoon-Sik Cho
ACM CCS 2025 [PDF] Â (acceptance rate: 13.9%)
Rethinking Overconfidence in VAEs: Can Label Smoothing Help?Â
Rethinking Overconfidence in VAEs: Can Label Smoothing Help?Â
Woo-Seong Yun, YeoJun Choi, Yoon-Sik Cho
RecSys 2025 [PDF] (acceptance rate: ~19%)
Leveraging Refined Negative Feedback with LLM for Recommender Systems
Leveraging Refined Negative Feedback with LLM for Recommender Systems
Chanwoo Jeong, Yujin Kang, Yoon-Sik Cho
WWW 2025 (short paper track)Â [PDF]
Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition
Beyond Single Emotion: Multi-label Approach to Conversational Emotion Recognition
Yujin Kang, Yoon-Sik Cho
AAAI 2025 (oral presentation) [PDF]
2024
2024
Efficient text augmentation in latent space for video retrieval
Efficient text augmentation in latent space for video retrieval
Nahyun Lee, Seong-Min Kang, Yoon-Sik Cho
Multimedia Tools and Applications 2024 [PDF]
Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion
Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion
Yujin Kang, Yoon-Sik Cho
EACL 2024 (oral presentation) [PDF]
2023
2023
Approaching feature matrix: To solve two issues in link prediction
Approaching feature matrix: To solve two issues in link prediction
Yeojun Choi, Yoon-Sik Cho
ESWA 2023 [PDF]
MEME: Multi-Encoder Multi-Expert Framework with Data Augmentation for Video Retrieval
MEME: Multi-Encoder Multi-Expert Framework with Data Augmentation for Video Retrieval
Seong-Min Kang, Yoon-Sik Cho
SIGIR 2023 (oral presentation) [PDF]
Application of fairness to healthcare, organizational justice, and finance: A survey
Application of fairness to healthcare, organizational justice, and finance: A survey
Pardis Birzhandi, Yoon-Sik Cho
ESWA 2023 [PDF]
Video Retrieval with Tree-based Video Segmentation
Video Retrieval with Tree-based Video Segmentation
Seong-Min Kang, Dongin Jung, Yoon-Sik Cho
DASFAA 2023 [PDF]
A Flexible Two-Tower Model for Item Cold-Start Recommentation
A Flexible Two-Tower Model for Item Cold-Start Recommentation
Won-Min Lee, Yoon-Sik Cho
IEEE Access 2023 [PDF]
2022
2022
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