Soonwoo Kwon

According to our database, Soonwoo Kwon authored at least 13 papers between 2008 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

ScoreCL: augmentation-adaptive contrastive learning via score-matching function.

Jin-Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi, Hyun-Gyoon Kim

Mach. Learn., January, 2025

2024

SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis.

Hyojun Go, Byeongjun Park, Jiho Jang, Jin-Young Kim, Soonwoo Kwon, Changick Kim

CoRR, 2024

TWLV-I: Analysis and Insights from Holistic Evaluation on Video Foundation Models.

Hyeongmin Lee, Jin-Young Kim, Kyungjune Baek, Jihwan Kim, Hyojun Go, Seongsu Ha, Seokjin Han, Jiho Jang, Raehyuk Jung, Daewoo Kim, GeunOh Kim, JongMok Kim, Jongseok Kim, Junwan Kim, Soonwoo Kwon, Jangwon Lee, Seungjoon Park, Minjoon Seo, Jay Suh, Jaehyuk Yi, Aiden Seung Joon Lee

CoRR, 2024

Denoising Task Difficulty-based Curriculum for Training Diffusion Models.

Jin-Young Kim, Hyojun Go, Soonwoo Kwon, Hyun-Gyoon Kim

CoRR, 2024

Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling.

Minju Park, Sojung Kim, Seunghyun Lee, Soonwoo Kwon, Kyuseok Kim

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

BIPED: Pedagogically Informed Tutoring System for ESL Education.

Soonwoo Kwon, Sojung Kim, Minju Park, Seunghyun Lee, Kyuseok Kim

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function.

Jin Young Kim, Soonwoo Kwon, Hyojun Go, Yunsung Lee, Seungtaek Choi

CoRR, 2023

Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach.

Soonwoo Kwon, Sojung Kim, Seunghyun Lee, Jin-Young Kim, Suyeong An, Kyuseok Kim

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

How Older Adults Use Online Videos for Learning.

Seoyoung Kim, Donghoon Shin, Jeongyeon Kim, Soonwoo Kwon, Juho Kim

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022

SAICL: Student Modelling with Interaction-level Auxiliary Contrastive Tasks for Knowledge Tracing and Dropout Prediction.

Jungbae Park, Jinyoung Kim, Soonwoo Kwon, Sang Wan Lee

CoRR, 2022

Towards an Efficient ML System: Unveiling a Trade-off between Task Accuracy and Engineering Efficiency in a Large-scale Car Sharing Platform.

Kyung Ho Park, HyunHee Chung, Soonwoo Kwon

CoRR, 2022

2021

Recommendation for Effective Standardized Exam Preparation.

Hyunbin Loh, Dongmin Shin, Seewoo Lee, Jineon Baek, Chanyou Hwang, Youngnam Lee, Yeongmin Cha, Soonwoo Kwon, Juneyoung Park, Youngduck Choi

Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

2008

Loss Minimizing Control of PMSM with the Use of Polynomial Approximations.

Junggi Lee, Kwanghee Nam, Seoho Choi, Soonwoo Kwon

Proceedings of the Industry Applications Society Annual Meeting, 2008