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Patara Trirat
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2020 – today
- 2025
[j4]Joeun Kim, Youngjin Seo, Yeonsoo Kim, Junhyeok Kang, Jeeho Shin, Patara Trirat, Jae-Gil Lee:
Large language models are zero-shot point-of-interest recommenders. Data Min. Knowl. Discov. 39(6): 80 (2025)
[j3]Patara Trirat, Jae-Gil Lee:
TFAS: zero-shot NAS for general time-series analysis with time-frequency aware scoring. Mach. Learn. 114(10): 223 (2025)
[j2]Patara Trirat
, Jae-Gil Lee
:
PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series. IEEE Trans. Emerg. Top. Comput. Intell. 9(4): 2924-2939 (2025)
[i4]Patara Trirat, Jae-Gil Lee:
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices. CoRR abs/2505.10607 (2025)
[i3]Patara Trirat, Wonyong Jeong, Sung Ju Hwang:
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding. CoRR abs/2505.19764 (2025)- 2024
[i2]Patara Trirat
, Yooju Shin, Junhyeok Kang, Youngeun Nam, Jihye Na, Minyoung Bae, Joeun Kim, Byunghyun Kim, Jae-Gil Lee:
Universal Time-Series Representation Learning: A Survey. CoRR abs/2401.03717 (2024)
[i1]Patara Trirat
, Wonyong Jeong, Sung Ju Hwang:
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML. CoRR abs/2410.02958 (2024)- 2023
[j1]Patara Trirat
, Susik Yoon
, Jae-Gil Lee
:
MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction. IEEE Trans. Intell. Transp. Syst. 24(4): 3779-3794 (2023)
[c5]Patara Trirat
, Youngeun Nam
, Taeyoon Kim, Jae-Gil Lee:
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series. AAAI 2023: 16488-16490
[c4]Youngeun Nam
, Patara Trirat
, Taeyoon Kim, Youngseop Lee, Jae-Gil Lee
:
Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses. ECML/PKDD (6) 2023: 330-345- 2021
[c3]Patara Trirat
, Jae-Gil Lee:
DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior. WWW 2021: 1146-1156- 2020
[c2]Patara Trirat, Sakonporn Noree, Mun Yong Yi:
IntelliMOOC: Intelligent Online Learning Framework for MOOC Platforms. EDM 2020
2010 – 2019
- 2019
[c1]Yooju Shin, Susik Yoon
, Patara Trirat
, Jae-Gil Lee:
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. ICDE 2019: 2004-2007
Coauthor Index

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