Junwoo Park

PhD student, Korea Advanced Institute of Science & Technology

Joined

May 2022

Names

Junwoo Park (Preferred)

Emails

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

Personal Links

Google Scholar

ORCID

Semantic Scholar

Career & Education History

PhD student

Korea Advanced Institute of Science & Technology (kaist.ac.kr)

2020 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Jaegul

2020 – 2026

Expertise

Large Language Models

2024 – 2026

Time-series Forecasting

2021 – 2026

Time-series Anomaly Detection

2021 – 2026

Publications

Accelerating Masked Diffusion Large Language Models: A Survey of Efficient Inference Techniques
Daehoon Gwak, MinHyung Lee, Junwoo Park, Jaegul Choo
- IJCAI-ECAI 2026
- Readers: Everyone
Reward-weighted sampling: Enhancing non-autoregressive characteristics in masked diffusion llms
Daehoon Gwak, Minseo Jung, Junwoo Park, Minho Park, ChaeHun Park, Junha Hyung, Jaegul Choo
- EMNLP 2025
- Readers: Everyone
Revisiting LLMs as Zero-Shot Time-Series Forecasters: Small Noise Can Break Large Models
Junwoo Park, Hyuck Lee, Dohyun Lee, Daehoon Gwak, Jaegul Choo
- CoRR 2025
- Readers: Everyone
Delving into Large Language Models for Effective Time-Series Anomaly Detection
Junwoo Park, Kyudan Jung, Dohyun Lee, Hyuck Lee, Daehoon Gwak, ChaeHun Park, Jaegul Choo, Jaewoong Cho
- NeurIPS 2025 poster
- Readers: Everyone
Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models
Junwoo Park, Hyuck Lee, Dohyun Lee, Daehoon Gwak, Jaegul Choo
- ACL (2) 2025
- Readers: Everyone
Self-Supervised Contrastive Forecasting
Junwoo Park, Daehoon Gwak, Jaegul Choo, Edward Choi
- CoRR 2024
- Readers: Everyone
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
Daehoon Gwak, Junwoo Park, Minho Park, Chaehun Park, Hyunchan Lee, Edward Choi, Jaegul Choo
- CoRR 2024
- Readers: Everyone
Self-Supervised Contrastive Learning for Long-term Forecasting
Junwoo Park, Daehoon Gwak, Jaegul Choo, Edward Choi
- ICLR 2024
- Readers: Everyone
Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling
Daehoon Gwak, Junwoo Park, Minho Park, ChaeHun Park, Hyunchan Lee, Edward Choi, Jaegul Choo
- EMNLP (Findings) 2024
- Readers: Everyone
Self-Supervised Contrastive Learning for Long-term Forecasting
Junwoo Park, Daehoon Gwak, Jaegul Choo, Edward Choi
- ICLR 2024 poster
- Readers: Everyone

View all 20 publications

Co-Authors

View all 32 co-authors