Youngduck Choi

According to our database, Youngduck Choi authored at least 19 papers between 2014 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2021

Raw Produce Quality Detection with Shifted Window Self-Attention.

Oh Joon Kwon, Byungsoo Kim, Youngduck Choi

CoRR, 2021

Consistency and Monotonicity Regularization for Neural Knowledge Tracing.

Seewoo Lee, Youngduck Choi, Juneyoung Park, Byungsoo Kim, Jinwoo Shin

CoRR, 2021

SAINT+: Integrating Temporal Features for EdNet Correctness Prediction.

Dongmin Shin, Yugeun Shim, Hangyeol Yu, Seewoo Lee, Byungsoo Kim, Youngduck Choi

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

Knowledge Transfer by Discriminative Pre-training for Academic Performance Prediction.

Byungsoo Kim, Hangyeol Yu, Dongmin Shin, Youngduck Choi

Proceedings of the 14th International Conference on Educational Data Mining, 2021

2020

AI-Driven Interface Design for Intelligent Tutoring System Improves Student Engagement.

Byungsoo Kim, Hongseok Suh, Jaewe Heo, Youngduck Choi

CoRR, 2020

Choose Your Own Question: Encouraging Self-Personalization in Learning Path Construction.

Youngduck Choi, Yoonho Na, Youngjik Yoon, Jonghun Shin, Chan Bae, Hongseok Suh, Byungsoo Kim, Jaewe Heo

CoRR, 2020

Assessment Modeling: Fundamental Pre-training Tasks for Interactive Educational Systems.

Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Dongmin Shin, Seewoo Lee, Youngmin Cha, Byungsoo Kim, Jaewe Heo

CoRR, 2020

Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing.

Youngduck Choi, Youngnam Lee, Junghyun Cho, Jineon Baek, Byungsoo Kim, Yeongmin Cha, Dongmin Shin, Chan Bae, Jaewe Heo

Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Prescribing Deep Attentive Score Prediction Attracts Improved Student Engagement.

Youngnam Lee, Byungsoo Kim, Dongmin Shin, JungHoon Kim, Jineon Baek, Jinhwan Lee, Youngduck Choi

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment.

Youngnam Lee, Dongmin Shin, Hyunbin Loh, Jaemin Lee, Piljae Chae, Junghyun Cho, Seoyon Park, Jinhwan Lee, Jineon Baek, Byungsoo Kim, Youngduck Choi

Proceedings of the 12th International Conference on Computer Supported Education, 2020

EdNet: A Large-Scale Hierarchical Dataset in Education.

Youngduck Choi, Youngnam Lee, Dongmin Shin, Junghyun Cho, Seoyon Park, Seewoo Lee, Jineon Baek, Chan Bae, Byungsoo Kim, Jaewe Heo

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

2019

EdNet: A Large-Scale Hierarchical Dataset in Education.

Youngduck Choi, Youngnam Lee, Dongmin Shin, Junghyun Cho, Seoyon Park, Seewoo Lee, Jineon Baek, Byungsoo Kim, Youngjun Jang

CoRR, 2019

Creating A Neural Pedagogical Agent by Jointly Learning to Review and Assess.

Youngnam Lee, Youngduck Choi, Junghyun Cho, Alexander R. Fabbri, Hyunbin Loh, Chanyou Hwang, Yongku Lee, Sang-Wook Kim, Dragomir R. Radev

CoRR, 2019

2018

A Spectral Regularizer for Unsupervised Disentanglement.

Aditya Ramesh, Youngduck Choi, Yann LeCun

CoRR, 2018

Auto-Meta: Automated Gradient Based Meta Learner Search.

Jaehong Kim, Youngduck Choi, Moonsu Cha, Jung Kwon Lee, Sangyeul Lee, Sungwan Kim, Yongseok Choi, Jiwon Kim

CoRR, 2018

2016

Electronic medical record phenotyping using the anchor and learn framework.

Yoni Halpern, Steven Horng, Youngduck Choi, David A. Sontag

J. Am. Medical Informatics Assoc., 2016

Learning Low-Dimensional Representations of Medical Concepts.

Youngduck Choi, Chill Yi-I Chiu, David A. Sontag

Proceedings of the Summit on Clinical Research Informatics, 2016

2014

Using Anchors to Estimate Clinical State without Labeled Data.

Yoni Halpern, Youngduck Choi, Steven Horng, David A. Sontag

Proceedings of the AMIA 2014, 2014