Loss Minimizing Control of PMSM with the Use of Polynomial Approximations. - Junggi Lee; Kwanghee Nam; Seoho Choi; Soonwoo Kwon (IAS, 2008)

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 (LAK, 2021)

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)

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)

How Older Adults Use Online Videos for Learning. - Seoyoung Kim 002; Donghoon Shin; Jeongyeon Kim; Soonwoo Kwon; Juho Kim 001 (CHI, 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 (CIKM, 2023)

ScoreCL: Augmentation-Adaptive Contrastive Learning via Score-Matching Function. - Jin Young Kim; Soonwoo Kwon; Hyojun Go; Yunsung Lee; Seungtaek Choi (CoRR, 2023)

BIPED: Pedagogically Informed Tutoring System for ESL Education. - Soonwoo Kwon; Sojung Kim; Minju Park; Seunghyun Lee; Kyuseok Kim (ACL (1), 2024)

Empowering Personalized Learning through a Conversation-based Tutoring System with Student Modeling. - Minju Park; Sojung Kim; Seunghyun Lee; Soonwoo Kwon; Kyuseok Kim (CHI Extended Abstracts, 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; et al. (CoRR, 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 (CVPR, 2025)

Denoising Task Difficulty-based Curriculum for Training Diffusion Models. - Jin-Young Kim; Hyojun Go; Soonwoo Kwon; Hyun-Gyoon Kim (ICLR, 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., 2025)

Toward Stable World Models: Measuring and Addressing World Instability in Generative Environments. - Soonwoo Kwon; Jin-Young Kim; Hyojun Go; Kyungjune Baek (CoRR, 2025)