| 2026 | ACL | SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences. | Jungyoub Cha, Hyunjong Kim, Sungzoon Cho |
| 2026 | CHI | When Trust Splits the Room : Comparing User Trust and Experiences with Human and LLM Counselors. | Sohhyung Park, Yein Song, Sungzoon Cho, Myung Hwan Yun |
| 2026 | EACL | PsyProbe: Proactive and Interpretable Dialogue through User State Modeling for Exploratory Counseling. | Sohhyung Park, Hyunji Kang, Sungzoon Cho, Dongil Kim |
| 2025 | ACL | EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations. | Hyunjong Kim, Sangyeop Kim, Jongheon Jeong, Yeongjae Cho, Sungzoon Cho |
| 2025 | CIKM | Upcycling Candidate Tokens of Large Language Models for Query Expansion. | Jinseok Kim, Sukmin Cho, Soyeong Jeong, Sangyeop Kim, Sungzoon Cho |
| 2025 | EMNLP | Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue. | Sangyeop Kim, Yohan Lee, Sanghwa Kim, Hyunjong Kim, Sungzoon Cho |
| 2025 | ICLR | Do You Keep an Eye on What I Ask? Mitigating Multimodal Hallucination via Attention-Guided Ensemble Decoding. | Yeongjae Cho, Keonwoo Kim, Taebaek Hwang, Sungzoon Cho |
| 2025 | MICCAI | InstructX2X: An Interpretable Local Editing Model for Counterfactual Medical Image Generation. | Hyungi Min, Taeseung You, Hangyeul Lee, Yeongjae Cho, Sungzoon Cho |
| 2025 | NAACL | KMI: A Dataset of Korean Motivational Interviewing Dialogues for Psychotherapy. | Hyunjong Kim, Suyeon Lee, Yeongjae Cho, Eunseo Ryu, Yohan Jo, Suran Seong, Sungzoon Cho |
| 2025 | NAACL | LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue. | Sangyeop Kim, Sohhyung Park, Jaewon Jung, Jinseok Kim, Sungzoon Cho |
| 2024 | BMVC | A Revisit to the Decoder for Camouflaged Object Detection. | Seung Woo Ko, Joopyo Hong, Suyoung Kim, Seungjai Bang, Sungzoon Cho, Nojun Kwak, Hyung-Sin Kim, Joonseok Lee |
| 2019 | AAAI | Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System. | Younkook Kang, Sungwon Lyu, Jeeyung Kim, Bongjoon Park, Sungzoon Cho |
| 2019 | DASFAA | Graph Based Aspect Extraction and Rating Classification of Customer Review Data. | Sung Whan Jeon, Hye Jin Lee, Hyeonguk Lee, Sungzoon Cho |
| 2009 | IDEAL | Untitled record | Pilsung Kang, Sungzoon Cho |
| 2008 | PAKDD | Bootstrap Based Pattern Selection for Support Vector Regression. | Dongil Kim, Sungzoon Cho |
| 2007 | ISNN | Clustering-Based Reference Set Reduction for k-Nearest Neighbor. | Seongseob Hwang, Sungzoon Cho |
| 2006 | ICONIP | EUS SVMs: Ensemble of Under-Sampled SVMs for Data Imbalance Problems. | Pilsung Kang, Sungzoon Cho |
| 2006 | ICONIP | The Novelty Detection Approach for Different Degrees of Class Imbalance. | Hyoungjoo Lee, Sungzoon Cho |
| 2006 | IJCNN | Prototype based outlier detection. | Seungtaek Kim, Sungzoon Cho |
| 2006 | IJCNN | Pattern Selection for Support Vector Regression based on Sparseness and Variability. | Jiyoung Sun, Sungzoon Cho |
| 2006 | PAKDD | epsilon-Tube Based Pattern Selection for Support Vector Machines. | Dongil Kim, Sungzoon Cho |
| 2005 | IDEAL | SOM-Based Novelty Detection Using Novel Data. | Hyoungjoo Lee, Sungzoon Cho |
| 2004 | IDEAL | Combining Gaussian Mixture Models. | Hyoungjoo Lee, Sungzoon Cho |
| 2003 | IJCNN | How many neighbors to consider in pattern pre-selection for support vector classifiers? | Hyunjung Shin, Sungzoon Cho |
| 2003 | IJCNN | GA-SVM wrapper approach for feature subset selection in keystroke dynamics identity verification. | Enzhe Yu, Sungzoon Cho |
| 2003 | IDEAL | Fast Pattern Selection Algorithm for Support Vector Classifiers: Time Complexity Analysis. | Hyunjung Shin, Sungzoon Cho |
| 2003 | IDEAL | Novelty Detection Approach for Keystroke Dynamics Identity Verification. | Enzhe Yu, Sungzoon Cho |
| 2003 | PAKDD | Fast Pattern Selection for Support Vector Classifiers. | Hyunjung Shin, Sungzoon Cho |
| 2002 | IDEAL | An Up-Trend Detection Using an Auto-Associative Neural Network: KOSPI 200 Futures. | Jinwoo Baek, Sungzoon Cho |
| 2002 | IDEAL | Pattern Selection for Support Vector Classifiers. | Hyunjung Shin, Sungzoon Cho |
| 2000 | IDEAL | "Left Shoulder" Detection in Korea Composite Stock Price Index Using an Auto-Associative Neural Network. | Jinwoo Baek, Sungzoon Cho |
| 2000 | IDEAL | Observational Learning with Modular Networks. | Hyunjung Shin, Hyoungjoo Lee, Sungzoon Cho |
| 1999 | IJCNN | Characteristics of auto-associative MLP as a novelty detector. | Byungho Hwang, Sungzoon Cho |
| 1999 | IJCNN | Ensemble learning using observational learning theory. | Min Jang, Sungzoon Cho |
| 1998 | ICONIP | Rock Porosity Prediction Using Multilayer Perceptrons. | Min Jang, Sungzoon Cho, Patrick M. Wong, Chun Che Fung, Kok Wai Wong |
| 1996 | ICEC | Evolution of Neural Network Training Set Through Addition of Virtual Samples. | Sungzoon Cho, Keonhoe Cha |