Publications

[Conference]

[C006] AliO: Output Alignment Matters in Long-Term Time Series Forecasting

[C005] Smart ECU: Scalable On-Vehicle Deployment of Drivetrain Fault Classification Systems for Commercial Electric Vehicles

Jaeho Kim*, Kwangryeol Park*, Kyu Hwan Lee*, Jeongmin Oh, Dongjin Park, Hyunseok Oh, Youngrock Chung, Kyung-Woo Lee, Dae-Un Sung, and Seulki Lee
CIKM 2025

[C004] Position: The AI Conference Peer Review Crisis Demands Author Feedback and Reviewer Rewards [Paper][Award][Media][Youtube]

Jaeho Kim*, Yunseok Lee,* and Seulki Lee
ICML 2025 (Oral; 12/361=3.32%)
ICML 2025 Outstanding Position Paper Award (0.55%=2/361 [position papers], 0.064%=(2+6)/(361+12,107)[entire papers])

[C003] TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain Adaptation [Code][Paper]

[C002] PPT: Patch Order Do Matters in Time Series Pretext Task [Code][Paper]

[C001] CAFO: Feature Importance Explanation on Time Series Classification [Code][Paper]

[Journal]

[J002] Unpacking Instagram Use: The Impact of Upward Social Comparisons on Usage Patterns and Affective Experiences in the Wild.

[J001] Multi-task Deep Learning for Human Activity, Speed, and Body Weight Estimation using Commercial Smart Insoles [Paper] [Media]

[Working Papers]

[W003] Anonymized

[W002] Anonymized

[W001] CLARA: Chronic myeloid Leukemia Artificial Intelligence Recommendation Assistant

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