Directions
2026
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ILCL: Inverse Logic-Constraint Learning From Temporally Constrained Demonstrations
Jung, M, Jang, Jaehwi, Park Daehyung
IEEE ROBOTICS AND AUTOMATION LETTERS
2026[]
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Improved query specialization for transformer-based visual relationship detection
Kim, Jongha, Park, Jihwan, Park, Jinyoung, Kim, Jinyoung, Kim, Sehyung, Hyunwoo J. Kim
INFORMATION SCIENCES
2026 2025
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3D Denoisers are Good 2D Teachers: Molecular Pretraining via Denoising and Cross-Modal Distillation
seunghoon.hong, Cho, Sungjun, Jeong, Dae-Woong, Ko, Sung Moon, Kim, Jinwoo, Han, Sehui, Lee, Honglak, Lee, Montae
The 39th Annual AAAI Conference on Artificial Intelligence
2025[]
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A Large-Scale 3D Face Mesh Video Dataset via Neural Re-parameterized Optimization
Kim, Youwang, Lee, Hyun, Kim, Sung-Bin, Nam, Suekyeong, Ju, Janghoon, Tae-Hyun Oh
International Conference on Learning Representations (ICLR) 2025
2025[]
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A Novel Efficient Crash Consistency Solution Enabling Rollback Recovery for Secure NVM in Low-Power Energy Harvesting Systems
Youngkwang Han, Hu, Zhenyu, Choi, Jongouk, Zubair, Kazi Abu, Awad, Amro, Jung, Changhee, Kang, Brent Byunghoon
IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
2025 -
A PPG Signal Dataset Collected in Semi-Naturalistic Settings Using Galaxy Watch
Sangjun Park, Zheng, Dejiang, Lee Uichin
SCIENTIFIC DATA
2025 -
A Sensor Fusion Framework for Indoor Navigation With Online Error Correction and Radio Map Update
Sumin Ahn, Dongsoo Han
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
2025 -
A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production
Euijun Hwang, Sukmin Cho, HUIJE LEE, Yoon, Youngwoo, Jong C. Park
2025 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2025
2025[]
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A Unified Framework for Unsupervised Action Learning via Global-to-local Motion Transformer
Kim, Boeun, Kim, Jungho, Chang, Hyung Jin, Tae-Hyun Oh
PATTERN RECOGNITION
2025 -
A cold-start aware group recommendation method based on an augmented graph and knowledge distillation
Lee, Kwang Hee, Jeong, Hyun Ji, Myoung Ho Kim
APPLIED SOFT COMPUTING
2025 -
A constant-factor approximation for weighted bond cover
Kim, Eun Jung, Lee, Euiwoong, Thilikos, Dimitrios M.
JOURNAL OF COMPUTER AND SYSTEM SCIENCES
2025 -
A continuous real-world dataset comprising wearable-based heart rate variability alongside sleep diaries
Jung, M, Park, Sungkyu, Constantinides, Marios, Lee, Sang Won, Quercia, Daniele, Meeyoung Cha
SCIENTIFIC DATA
2025 -
A federated learning framework for arbitrary spatio-temporal graph neural networks
Yoon, Heeyong, Chon, Kang-Wook, Kim Min-Soo
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
2025 -
A note on the 2-factor Hamiltonicity Conjecture
Gorsky, Maximilian, Johanni, Theresa, Sebastian Wiederrecht
DISCRETE MATHEMATICS
2025 -
A preliminary study on application of STPA to Reactor Protection System for Defense-in-Depth and Diversity
Eun, Hyeongseok, Heo, Yoona, Yoo, Junbeom, Jee, Eunkyoung, 백종문, Shin, Sung-Min, Lee, Joon-Ku
2025 춘계학술발표회
2025[] []
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AI-based Ger detection reveals post-pandemic delay in informal housing progress in Mongolia
Yang, Jeasurk, Lee, Sumin, Sungwon Park, Lee, Minjun, Meeyoung Cha
NPJ URBAN SUSTAINABILITY
2025 -
AI-based deformable hippocampal mesh reflects hippocampal morphological characteristics in relation to cognition in healthy older adults
Wonjung Park, Hernandez, Maria del C. Valdes, Kim, Jaeil, Maniega, Susana Munoz, Sneden, Fraser N., Ferguson, Karen J., Bastin, Mark E., Wardlaw, Joanna M., Cox, Simon R., Jinah Park
NEUROIMAGE
2025 -
AVHBench: A Cross-Modal Hallucination Benchmark for Audio-visual Large Language Models
Sung-Bin, Kim, Hyun-Bin, Oh, Jung-Mok, Lee, Senocak, Arda, Chung, Joon Son, Tae-Hyun Oh
International Conference on Learning Representations (ICLR) 2025
2025[]
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Active Learning for Continual Learning: Keeping the Past Alive in the Present
Jaehyun Park, Park, Dongmin, Lee Jae-Gil
13th International Conference on Learning Representations, ICLR 2025
2025[]
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Adaptive ML-Enabled Edge-Cloud System Framework for Safe and Efficient Autonomous Systems
Eunho Cho, In-Young Ko
5th International Workshop on Big data driven Edge Cloud Services (BECS 2025) Co-located with the 25th International Conference on Web Engineering (ICWE 2025)
2025[]
