| 2026 | AAAI | KTCF: Actionable Recourse in Knowledge Tracing via Counterfactual Explanations for Education. | Woojin Kim, Changkwon Lee, Hyeoncheol Kim |
| 2026 | AAAI | Evaluating LLMs for Police Decision-Making: A Framework Based on Police Action Scenarios. | Sangyub Lee, Heedou Kim, Hyeoncheol Kim |
| 2025 | CGO | Accelerating LLMs using an Efficient GEMM Library and Target-Aware Optimizations on Real-World PIM Devices. | Hyeoncheol Kim, Taehoon Kim, Taehyeong Park, Donghyeon Kim, Yongseung Yu, Hanjun Kim, Yongjun Park |
| 2025 | CIKM | Pedagogy-R1: Pedagogical Large Reasoning Model and Well-balanced Educational Benchmark. | Unggi Lee, Jaeyong Lee, Jiyeong Bae, Yeil Jeong, Junbo Koh, Gyeonggeon 'Boaz' Lee, Gunho Lee, Taekyung Ahn, Hyeoncheol Kim |
| 2025 | ITS | Gamified Team Programming in MUVEs: Effects on Student Engagement and Achievement. | Yeonju Jang, Seongyune Choi, HeeSeok Jung, Hyeoncheol Kim |
| 2025 | ITS | Counterfactual Fairness Evaluation of Machine Learning Models on Educational Datasets. | Woojin Kim, Hyeoncheol Kim |
| 2025 | ITS | ES-KT-24: A Multimodal Knowledge Tracing Benchmark Dataset with Educational Game Playing Video and Synthetic Text Generation. | Dohee Kim, Unggi Lee, Sookbun Lee, Jiyeong Bae, Taekyung Ahn, Jaekwon Park, Gunho Lee, Hyeoncheol Kim |
| 2025 | ITS | Echo-Teddy: Preliminary Design and Development of Large Language Model-Based Social Robot for Autistic Students. | Unggi Lee, Hansung Kim, Juhong Eom, Hyeonseo Jeong, Seungyeon Lee, Gyuri Byun, Yunseo Lee, Minji Kang, Gospel Kim, Jihoi Na, Jewoong Moon, Hyeoncheol Kim |
| 2025 | ITS | LLaVA-Docent-V2: Improving Data Quality and Pedagogical Data Generation to Train Large Multimodal Models for Art Appreciation Education. | Unggi Lee, Yoorim Son, Jaeyoon Shin, Gyuri Byun, Yunseo Lee, Junbo Koh, Minji Jeon, Hyeoncheol Kim |
| 2025 | ITS | A Comprehensive Survey and Taxonomy on Large Language Model-Based Knowledge Tracing. | Sunwoo Park, Hyeoncheol Kim |
| 2025 | ITS | Two-Level Imbalance Mitigation (TLIM): A Dual-Strategy Approach for Multi-class Error Classification in Programming Education. | Sunwoo Park, Hyeoncheol Kim |
| 2024 | COLING | Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction. | Unggi Lee, Sungjun Yoon, Joon Seo Yun, Kyoungsoo Park, Younghoon Jung, Damji Stratton, Hyeoncheol Kim |
| 2024 | ITS | MonaCoBERT: Monotonic Attention Based ConvBERT for Knowledge Tracing. | Unggi Lee, Yonghyun Park, Yujin Kim, Seongyune Choi, Hyeoncheol Kim |
| 2021 | AAAI | Why and What to Teach: AI Curriculum for Elementary School. | Seonghun Kim, Yeonju Jang, Woojin Kim, Seongyune Choi, HeeSeok Jung, Soo-Hwan Kim, Hyeoncheol Kim |
| 2021 | AAAI | Student Knowledge Prediction for Teacher-Student Interaction. | Seonghun Kim, Woojin Kim, Yeonju Jang, Seongyune Choi, HeeSeok Jung, Hyeoncheol Kim |
| 2021 | ITS | DiKT: Dichotomous Knowledge Tracing. | Seounghun Kim, Woojin Kim, HeeSeok Jung, Hyeoncheol Kim |
| 2021 | ITS | Learning Path Construction Using Reinforcement Learning and Bloom's Taxonomy. | Seounghun Kim, Woojin Kim, Hyeoncheol Kim |
| 2010 | ICCSA | A Personalized CALL System Considering Users Cognitive Abilities. | Saebyeok Lee, WonGye Lee, Hyeoncheol Kim, Soonyoung Jung, Heuiseok Lim |
| 2006 | ICCS | Predictability of Rules in HIV-1 Protease Cleavage Site Analysis. | Hyeoncheol Kim, Tae-Sun Yoon, Yiying Zhang, Anupam Dikshit, Su-Shing Chen |
| 2006 | KES | Adaptive QoS for Using Multimedia in e-Learning. | Hee-Seop Han, Hyeoncheol Kim |
| 2005 | ICNC | Cleavage Site Analysis Using Rule Extraction from Neural Networks. | Yeun-Jin Cho, Hyeoncheol Kim |
| 2005 | ICNC | Prediction Rule Generation of MHC Class I Binding Peptides Using ANN and GA. | Yeon-Jin Cho, Hyeoncheol Kim, Heung-Bum Oh |
| 2005 | KES | Rule Generation Using NN and GA for SARS-CoV Cleavage Site Prediction. | Yeon-Jin Cho, Hyeoncheol Kim |
| 2005 | KES | Information-Based Pruning for Interesting Association Rule Mining in the Item Response Dataset. | Hyeoncheol Kim, Eun-Young Kwak |
| 2004 | ICONIP | Automated Classification of Industry and Occupation Codes Using Document Classification Method. | Heuiseok Lim, Hyeoncheol Kim |
| 2004 | KES | Agent-Based Approach to Conference Information Management. | Hee-Seop Han, Jae-Bong Kim, Sun-Gwan Han, Hyeoncheol Kim |
| 2000 | DIS | Computationally Efficient Heuristics for If-Then Rule Extraction from Freed-Forward Neural Networks. | Hyeoncheol Kim |