Patara Trirat

16 papers A* 4B 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
TS-Debate: Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning.
CoRR
Patara Trirat, Jin Myung Kwak, Jay Heo, Heejun Lee, Sung Ju Hwang
2025 J jnl
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding.
CoRR
Patara Trirat, Wonyong Jeong, Sung Ju Hwang
2025 A* conf
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML.
ICML
Patara Trirat, Wonyong Jeong, Sung Ju Hwang
2025 J jnl
Large language models are zero-shot point-of-interest recommenders.
Data Min. Knowl. Discov.
Joeun Kim, Youngjin Seo, Yeonsoo Kim, Junhyeok Kang, Jeeho Shin, Patara Trirat, Jae-Gil Lee
2025 — conf
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices.
EMNLP (Findings)
Patara Trirat, Jae-Gil Lee
2025 J jnl
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices.
CoRR
Patara Trirat, Jae-Gil Lee
2025 J jnl
PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series.
IEEE Trans. Emerg. Top. Comput. Intell.
Patara Trirat, Jae-Gil Lee
2025 J jnl
TFAS: zero-shot NAS for general time-series analysis with time-frequency aware scoring.
Mach. Learn.
Patara Trirat, Jae-Gil Lee
2024 J jnl
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML.
CoRR
Patara Trirat, Wonyong Jeong, Sung Ju Hwang
2024 J jnl
Universal Time-Series Representation Learning: A Survey.
CoRR
Patara Trirat, Yooju Shin, Junhyeok Kang, Youngeun Nam, Jihye Na, Minyoung Bae, Joeun Kim, Byunghyun Kim, Jae-Gil Lee
2023 A* conf
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series.
AAAI
Patara Trirat, Youngeun Nam, Taeyoon Kim, Jae-Gil Lee
2023 — conf
Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses.
ECML/PKDD (6)
Youngeun Nam, Patara Trirat, Taeyoon Kim, Youngseop Lee, Jae-Gil Lee
2023 J jnl
MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction.
IEEE Trans. Intell. Transp. Syst.
Patara Trirat, Susik Yoon, Jae-Gil Lee
2021 A* conf
DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior.
WWW
Patara Trirat, Jae-Gil Lee
2020 B conf
IntelliMOOC: Intelligent Online Learning Framework for MOOC Platforms.
EDM
Patara Trirat, Sakonporn Noree, Mun Yong Yi
2019 A* conf
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing.
ICDE
Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee