| 2026 | ACL | FeedEval: Pedagogically Aligned Evaluation of LLM-Generated Essay Feedback. | SeongYeub Chu, Jongwoo Kim, Mun Yong Yi |
| 2026 | ACL | Distilling LLM Reasoning into Dense Encoders: Bridging the Accuracy-Efficiency Gap in Recommendation. | Donghee Han, Daeyoung Roh, A Young Kim, Hwanjun Song, Mun Yong Yi |
| 2026 | SIGIR | Every Preference Has Its Strength: Injecting Ordinal Semantics into LLM-Based Recommenders. | Jiwon Jeong, Donghee Han, Sungrae Hong, Woosung Kang, Mun Yong Yi |
| 2026 | WACV | Diagnose Like A REAL Pathologist: An Uncertainty-Focused Approach for Trustworthy Multi-Resolution Multiple Instance Learning. | Sungrae Hong, Sol Lee, Jisu Shin, Jiwon Jeong, Mun Yong Yi |
| 2025 | CHI | Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation. | SeongYeub Chu, Jong Woo Kim, Mun Yong Yi |
| 2025 | CIKM | RAG-based Unanswerable Question Detection in Clinical Text-to-SQL. | Donghee Han, Seungjae Lim, Mun Yong Yi |
| 2025 | CIKM | Leveraging Multi-facet Paths for Heterogeneous Graph Representation Learning. | Jongwoo Kim, SeongYeub Chu, Hyeongmin Park, Bryan Wong, Keejun Han, Mun Yong Yi |
| 2025 | COLING | Leveraging LLM-Generated Schema Descriptions for Unanswerable Question Detection in Clinical Data. | Donghee Han, Seungjae Lim, Daeyoung Roh, Sangryul Kim, Sehyun Kim, Mun Yong Yi |
| 2025 | EMNLP | Rethinking LLM-Based Recommendations: A Personalized Query-Driven Parallel Integration. | Donghee Han, Hwanjun Song, Mun Yong Yi |
| 2025 | EMNLP | Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing. | Jongwoo Kim, SeongYeub Chu, Bryan Wong, Mun Yong Yi |
| 2025 | MICCAI | Priority-Aware Clinical Pathology Hierarchy Training for Multiple Instance Learning. | Sungrae Hong, Kyungeun Kim, Juhyeon Kim, Sol Lee, Jisu Shin, Chanjae Song, Mun Yong Yi |
| 2025 | MICCAI | MicroMIL: Graph-Based Multiple Instance Learning for Context-Aware Diagnosis with Microscopic Images. | Jongwoo Kim, Bryan Wong, Huazhu Fu, Willmer Rafell Quiones Robles, Young Sin Ko, Mun Yong Yi |
| 2025 | NAACL | Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs. | SeongYeub Chu, Jong Woo Kim, Bryan Wong, Mun Yong Yi |
| 2025 | WACV | Uncertainty-based Data-wise Label Smoothing for Calibrating Multiple Instance Learning in Histopathology Image Classification. | Hyeongmin Park, Sungrae Hong, Chanjae Song, Jongwoo Kim, Mun Yong Yi |
| 2025 | WACV | CTIP: Towards Accurate Tabular-to-Image Generation for Tire Footprint Generation. | Daeyoung Roh, Donghee Han, Jihyun Nam, Jungsoo Oh, Youngbin You, Jeongheon Park, Mun Yong Yi |
| 2024 | SAC | Less is More: A Streamlined Graph-Based Fashion Outfit Recommendation without Multimodal Dependency. | Daehee Kim, Donghee Han, Daeyoung Roh, Keejun Han, Mun Yong Yi |
| 2024 | SAC | SIG-Net: GNN based dropout prediction in MOOCs using Student Interaction Graph. | Daeyoung Roh, Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi |
| 2023 | ICWS | Context-aware Inductive Graph Matrix Completion with Sentence BERT. | Donghee Han, Daehee Kim, Keejun Han, Mun Yong Yi |
| 2020 | CHI | Empathy Is All You Need: How a Conversational Agent Should Respond to Verbal Abuse. | Hyojin Chin, Lebogang Wame Molefi, Mun Yong Yi |
| 2020 | EDM | IntelliMOOC: Intelligent Online Learning Framework for MOOC Platforms. | Patara Trirat, Sakonporn Noree, Mun Yong Yi |
| 2019 | CHI | "Jack-of-All-Trades": A Thematic Analysis of Conversational Agents in Multi-Device Collaboration Contexts. | Yoonjeong Cha, Jincheul Jang, Younghyun Hong, Mun Yong Yi |
| 2019 | CHI | Should an Agent Be Ignoring It?: A Study of Verbal Abuse Types and Conversational Agents' Response Styles. | Hyojin Chin, Mun Yong Yi |
| 2019 | ECIR | A Hybrid Modeling Approach for an Automated Lyrics-Rating System for Adolescents. | Jayong Kim, Mun Yong Yi |
| 2019 | RecSys | A pipelined hybrid recommender system for ranking the items on the display. | Jaehoon Oh, Sangmook Kim, Se-Young Yun, Seungwoo Choi, Mun Yong Yi |
| 2018 | BIBE | EP-CapsNet: Extending Capsule Network with Inception Module for Electrophoresis Binary Classification. | Elizabeth Tobing, Ashraf Murtaza, Keejun Han, Mun Yong Yi |
| 2018 | CHI | Interaction Restraint: Enforcing Adaptive Cognitive Tasks to Restrain Problematic User Interaction. | Joonyoung Park, Jin Yong Sim, Jaejeung Kim, Mun Yong Yi, Uichin Lee |
| 2018 | CHI | TNT: Exploring Pseudo Social Reminding for Effective Task Management. | Wonyoung Shin, Soowon Kang, Inyeop Kim, Mun Yong Yi, Uichin Lee |
| 2018 | UIST | Augmented Collaboration in Shared Space Design with Shared Attention and Manipulation. | Yoonjeong Cha, Sungu Nam, Mun Yong Yi, Jaeseung Jeong, Woontack Woo |
| 2017 | CHI | WatchOut: Facilitating Safe Driving Behaviors with Social Support. | Hyojin Chin, Hengameh Zabihi, Sangkeun Park, Mun Yong Yi, Uichin Lee |
| 2017 | CHI | Modeling User Satisfaction from the Extraction of User Experience Elements in Online Product Reviews. | Jincheul Jang, Mun Yong Yi |
| 2015 | AIED | Gamification of Online Learning. | Jincheul Jang, Jason J. Y. Park, Mun Yong Yi |
| 2014 | CIKM | Exploiting Knowledge Structure for Proximity-aware Movie Retrieval Model. | Sansung Kim, Keejun Han, Mun Yong Yi, Sinhee Cho, Seongchan Kim |
| 2014 | COLING | Unsupervised Verb Inference from Nouns Crossing Root Boundary. | Soon Gill Hong, Sinhee Cho, Mun Yong Yi |
| 2014 | ECIR | Quality-Based Automatic Classification for Presentation Slides. | Seongchan Kim, Wonchul Jung, Keejun Han, Jae-Gil Lee, Mun Yong Yi |
| 2014 | HCI | A Conceptual Framework for Augmented Smart Coach Based on Quantified Holistic Self. | Hyoseok Yoon, Young Yim Doh, Mun Yong Yi, Woontack Woo |
| 2013 | AIED | Understanding the Difficulty Factors for Learning Materials: A Qualitative Study. | Keejun Han, Mun Yong Yi, Gahgene Gweon, Jae-Gil Lee |
| 1996 | ICIS | The Multilevel Construct of Computer Self-Efficacy: An Empirical Investigation at the General and Task-Specific Levels. | George M. Marakas, Mun Yong Yi, Richard D. Johnson |