Sungzoon Cho

Full Professor, Industrial Engineering, Seoul National University

Joined

December 2017

Names

Sungzoon Cho

Emails

****@snu.ac.kr (Confirmed)

Personal Links

Career & Education History

Full Professor

Industrial Engineering, Seoul National University (snu.ac.kr)

1998 – Present

Advisors, Relations & Conflicts

PhD Advisor

James A. Reggia

1987 – 2000

Coauthor

Robert Haralick

1986 – 1987

Expertise

machine learning

Present

Publications

SpecExtend: A Drop-in Enhancement for Speculative Decoding of Long Sequences
Jungyoub Cha, Hyunjong Kim, Sungzoon Cho
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Subgoal-Guided Reward Shaping: Improving Preference-Based Offline Reinforcement Learning via Conditional VAEs
Taeseung You, Hyungi Min, Hangyeul Lee, Sungzoon Cho
- Submitted to ICLR 2026
- Readers: Everyone
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
- ICLR 2025 Poster
- Readers: Everyone
Pretraining Vision-Language Model for Difference Visual Question Answering in Longitudinal Chest X-rays
Yeongjae Cho, Taehee Kim, Heejun Shin, Sungzoon Cho, Dongmyung Shin
- MIDL 2024 Poster
- Readers: Everyone
MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection
Junho Song, Keonwoo Kim, Jeonglyul Oh, Sungzoon Cho
- NeurIPS 2023 poster
- Readers: Everyone
Domain-Slot Relationship Modeling Using a Pre-Trained Language Encoder for Multi-Domain Dialogue State Tracking
Jinwon An, Sungzoon Cho, Junseong Bang, Misuk Kim
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE ACM Trans. Audio Speech Lang. Process. 2022
- Readers: Everyone
Active cluster annotation for wafer map pattern classification in semiconductor manufacturing
Jaewoong Shim, Seokho Kang, Sungzoon Cho
- 2021 (modified: 31 Mar 2022)
- Expert Syst. Appl. 2021
- Readers: Everyone
User segmentation via interpretable user representation and relative similarity-based segmentation method
Younghoon Lee, Sungzoon Cho
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Multim. Syst. 2021
- Readers: Everyone
A scoring model to detect abusive medical institutions based on patient classification system: Diagnosis-related group and ambulatory patient group
Hunsik Shin, Jehyuk Lee, Yongdae An, Sungzoon Cho
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- J. Biomed. Informatics 2021
- Readers: Everyone
Abuse detection in healthcare insurance with disease-treatment network embedding
Jehyuk Lee, Sungzoon Cho
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- J. Biomed. Informatics 2021
- Readers: Everyone

View all 141 publications

Co-Authors

View all 122 co-authors