Scholar
Noseong Park
Google Scholar ID: VSuM3gYAAAAJ
Tenured Associate Professor, KAIST
Citations & Impact
Citations
3,852
H-index
33
i10-index
62
Publications
20
Co-authors
16
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Publications:
- - Two papers accepted in NeurIPS 2025
- - One paper accepted in Data Mining and Knowledge Discovery (IF=4.3)
- - One paper accepted in IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IF=2.7)
- - Two papers accepted in ES-FoMo III at ICML 2025
- - One paper accepted in Artificial Intelligence in Medicine (IF = 6.1)
- - One paper accepted in IJCAI 2025
- - Three papers accepted in ICLR 2025 Workshops
- - One paper accepted in Results in Applied Mathematics (IF=1.4)
- - Three papers accepted in ICLR 2025
- - Two papers accepted in AAAI 2025 Workshops
- - One paper accepted in AAAI 2025
- - One paper published in Advanced Intelligent Systems (IF=7.4)
- - One paper accepted in WSDM 2025
- - One paper accepted in NeurIPS 2024 WorkshopFM4Science
- - One paper accepted in NeurIPS 2024
- - Two papers accepted in CIKM 2024
Research Experience
- The laboratory was established in March 2020 at Yonsei University and moved to KAIST in February 2024. Currently, it is involved in multiple research projects, including generative AI and a national representative LLM project.
Background
- Research Interests: Deep Generative Models, Differential Equation-based Deep Learning, Graph Convolutional Networks, Recommendation (Collaborative Filtering and Sequential Recommendation), Scientific Foundation Model, Physics-informed Neural Network, Operator Learning, Tabular Data Synthesis and Representation Learning, Time Series/Spatiotemporal Synthesis, Forecasting, and Anomaly Detection.
Miscellany
- News:
- - The lab's codes and data can be found at https://github.com/bigdyl-kaist.
- - KAIST BigDyL has been selected for the LG AI Research Institute's generative AI leading talent cultivation project.
- - KAIST BigDyL has been selected for the NC AI independent AI foundation model project (tentatively named the national representative LLM project).
- - A project titled 'LLM-driven Chain-of-Thought Analysis for Tabular Data' will be supported by Microsoft Research Asia, and Yehjin Shin will visit Microsoft Research Asia in Beijing for her internship.
- - Samsung Future Technology Fostering Center has selected a scientific foundation model research proposal.
