| 2026 | AAAI | BD-Net: Has Depth-Wise Convolution Ever Been Applied in Binary Neural Networks? | DoYoung Kim, Jin-Seop Lee, Noo-Ri Kim, SungJoon Lee, Jee-Hyong Lee |
| 2026 | ACL | ReFEree: Reference-Free and Fine-Grained Method for Evaluating Factual Consistency in Real-World Code Summarization. | Suyoung Bae, CheolWon Na, Jaehoon Lee, Yumin Lee, YunSeok Choi, Jee-Hyong Lee |
| 2026 | ACL | UCGRec: User-Centric Graph Learning for LLM-based Sequential Recommendation. | HanBeul Kim, CheolWon Na, Suyoung Bae, YunSeok Choi, Jee-Hyong Lee |
| 2026 | ACL | EXPO-SQL: Execution-based Clause-level Policy Optimization for Text-to-SQL. | Jaehoon Lee, CheolWon Na, Suyoung Bae, Jin-Seop Lee, Jihyung Lee, YunSeok Choi, Jee-Hyong Lee |
| 2025 | AAAI | DomCLP: Domain-wise Contrastive Learning with Prototype Mixup for Unsupervised Domain Generalization. | Jin-Seop Lee, Noo-Ri Kim, Jee-Hyong Lee |
| 2025 | ACL | DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph. | Jihyung Lee, Jin-Seop Lee, Jaehoon Lee, YunSeok Choi, Jee-Hyong Lee |
| 2025 | NAACL | SALAD: Improving Robustness and Generalization through Contrastive Learning with Structure-Aware and LLM-Driven Augmented Data. | Suyoung Bae, YunSeok Choi, Hyojun Kim, Jee-Hyong Lee |
| 2025 | NAACL | DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models. | Suyoung Bae, YunSeok Choi, Jee-Hyong Lee |
| 2025 | NAACL | CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering. | YunSeok Choi, CheolWon Na, Jee-Hyong Lee |
| 2025 | NAACL | Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation. | CheolWon Na, YunSeok Choi, Jee-Hyong Lee |
| 2025 | WACV | Feature-Level and Spatial-Level Activation Expansion for Weakly-Supervised Semantic Segmentation. | Junsu Choi, Jin-Seop Lee, Noo-Ri Kim, SuHyun Yoon, Jee-Hyong Lee |
| 2024 | COLING | Code Defect Detection Using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization. | Jimin An, YunSeok Choi, Jee-Hyong Lee |
| 2024 | COLING | STAGE: Simple Text Data Augmentation by Graph Exploration. | Hoseung Kim, YongHoon Kang, Jee-Hyong Lee |
| 2024 | CVPR | Learning with Structural Labels for Learning with Noisy Labels. | Noo-Ri Kim, Jin-Seop Lee, Jee-Hyong Lee |
| 2024 | ECCV | ExMatch: Self-guided Exploitation for Semi-supervised Learning with Scarce Labeled Samples. | Noo-Ri Kim, Jin-Seop Lee, Jee-Hyong Lee |
| 2024 | ECCV | IGNORE: Information Gap-Based False Negative Loss Rejection for Single Positive Multi-Label Learning. | GyeongRyeol Song, Noo-Ri Kim, Jin-Seop Lee, Jee-Hyong Lee |
| 2023 | ACL | CodePrompt: Task-Agnostic Prefix Tuning for Program and Language Generation. | YunSeok Choi, Jee-Hyong Lee |
| 2023 | ACL | BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation. | YunSeok Choi, Hyojun Kim, Jee-Hyong Lee |
| 2023 | ACL | DIP: Dead code Insertion based Black-box Attack for Programming Language Model. | CheolWon Na, YunSeok Choi, Jee-Hyong Lee |
| 2023 | ICCV | Simple and Effective Out-of-Distribution Detection via Cosine-based Softmax Loss. | SoonCheol Noh, DongEon Jeong, Jee-Hyong Lee |
| 2023 | SIGIR | LOAM: Improving Long-tail Session-based Recommendation via Niche Walk Augmentation and Tail Session Mixup. | Heeyoon Yang, YunSeok Choi, Gahyung Kim, Jee-Hyong Lee |
| 2022 | CVPR | Propagation Regularizer for Semi-supervised Learning with Extremely Scarce Labeled Samples. | Noo-Ri Kim, Jee-Hyong Lee |
| 2022 | EMNLP | TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search. | YunSeok Choi, Hyojun Kim, Jee-Hyong Lee |
| 2022 | SAC | IA-BERT: context-aware sarcasm detection by incorporating incongruity attention layer for feature extraction. | Ida Ayu Putu Ari Crisdayanti, JinYeong Bak, YunSeok Choi, Jee-Hyong Lee |
| 2021 | ACL | Learning Sequential and Structural Information for Source Code Summarization. | YunSeok Choi, JinYeong Bak, CheolWon Na, Jee-Hyong Lee |
| 2021 | SAC | An embedding method for unseen words considering contextual information and morphological information. | Min-Sub Won, YunSeok Choi, Samuel Kim, CheolWon Na, Jee-Hyong Lee |
| 2020 | SAC | An E-sports video highlight generator using win-loss probability model. | Seok-Kyu Kang, Jee-Hyong Lee |
| 2020 | SAC | Attention history-based attention for abstractive text summarization. | Hyunsoo Lee, YunSeok Choi, Jee-Hyong Lee |
| 2019 | SAC | An adaptive framework for applying machine learning in smart spaces. | Sachin Bhardwaj, Keon-Myung Lee, Jee-Hyong Lee |
| 2014 | ICMV | Feature extraction of probe mark image and automatic detection of probing pad defects in semiconductor using CSVM. | Jeong-Hoon Lee, Jee-Hyong Lee |
| 2014 | ICMV | An iterative undersampling of extremely imbalanced data using CSVM. | Jong Bum Lee, Jee-Hyong Lee |
| 2013 | HCI | A Study on Intention Network Modeling Based on User's Interest Web-Page. | Tae Bok Yoon, Jee-Hyong Lee |
| 2013 | ICMV | Classifying imbalanced data using an Svm ensemble with k-means clustering in semiconductor test process. | Eun-Mi Park, Jee-Hyong Lee |
| 2010 | CDVE | Cooperative Learning by Replay Files in Real-Time Strategy Game. | Jaekwang Kim, KwangHo Yoon, Tae Bok Yoon, Jee-Hyong Lee |
| 2008 | CEC | Design of web page evaluation system using Ajax and neural networks. | Donghoon Lee, Kunsu Kim, Tae Bok Yoon, Jee-Hyong Lee |
| 2008 | IJCNN | A methodology for finding source-level vulnerabilities of the Linux kernel variables. | Jaekwang Kim, Jee-Hyong Lee |
| 2007 | HCI | Game Player Modeling Using D-FSMs. | Tae Bok Yoon, Dong Moon Kim, Kyo Hyeon Park, Jee-Hyong Lee, Kwan-Ho You |
| 2007 | ICALT | A Outliers Analysis of Learner's Data based on User Interface Behaviors. | Yong Se Kim, Tae Bok Yoon, Hyun Jin Cha, Young Mo Jung, Eric Wang, Jee-Hyong Lee |
| 2007 | ICMLA | A music recommendation system with a dynamic k-means clustering algorithm. | Dong Moon Kim, Kunsu Kim, Kyo-Hyun Park, Jee-Hyong Lee, Keon-Myung Lee |
| 2007 | KES | Adaptive Neural Network Approach for Nonlinearity Compensation in Laser Interferometer. | Gunhaeng Heo, Wooram Lee, Seungok Choi, Jee-Hyong Lee, Kwanho You |
| 2006 | ITS | Learning Styles Diagnosis Based on User Interface Behaviors for the Customization of Learning Interfaces in an Intelligent Tutoring System. | Hyun Jin Cha, Yong Se Kim, Seon Hee Park, Tae Bok Yoon, Young Mo Jung, Jee-Hyong Lee |
| 2005 | ICCS | Detection Algorithms Based on Chip-Level Processing for DS/CDMA Code Acquisition in Fast Fading Channels. | Seokho Yoon, Jee-Hyong Lee, Sun Yong Kim |
| 2005 | ICCSA | Fuzzy Category and Fuzzy Interest for Web User Understanding. | SiHun Lee, Jee-Hyong Lee, Keon-Myung Lee, Hee Yong Youn |
| 2005 | IKE | A Context-Aware Service Engine Designed for Light-Weight Devices. | Sun A. Lee, Keon-Myung Lee, Jee-Hyong Lee |
| 2005 | KES | Incorporating Privacy Policy into an Anonymity-Based Privacy-Preserving ID-Based Service Platform. | Keon-Myung Lee, Jee-Hyong Lee, Myung-Geun Chun |
| 2003 | PRIMA | Coordinated Collaboration of Multiagent Systems Based on Genetic Algorithms. | Keon-Myung Lee, Jee-Hyong Lee |