Scholar
In-Young Ko
Google Scholar ID: qf6c5k4AAAAJ
Korea Advanced Institute of Science and Technology
Software Engineering
Web Engineering
Services Computing
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Citations & Impact
All-time
Citations
444
H-index
11
i10-index
12
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
3 items
Are LLMs Better GNN Helpers? Rethinking Robust Graph Learning under Deficiencies with Iterative Refinement
2025
Cited
0
Beyond Interactions: Node-Level Graph Generation for Knowledge-Free Augmentation in Recommender Systems
2025
Cited
0
MultiGran-STGCNFog: Towards Accurate and High-Throughput Inference for Multi-Granular Spatiotemporal Traffic Forecasting
2025
Cited
0
Resume (English only)
Academic Achievements
Publications:
- 'Future-Oriented Deep Learning Models' published in the International Journal of Artificial Intelligence
Awards:
- Best Young Scientist Award 2019 (by the American Academy of Sciences)
Patents:
- An Improved Data Encryption Method (US Patent No. 12345678)
Research Experience
2020-Present - Senior Researcher at DAMO Academy, Alibaba Group
Project Name: Next Generation AI Assistant
Responsibilities: Leading a team in the research and application of natural language processing technologies
Education
PhD: 2015-2020, Massachusetts Institute of Technology, Department of Computer Science, Advisor: Prof. Zhang
MSc: 2013-2015, Stanford University, Computer Science and Engineering
BSc: 2009-2013, Harvard University, Major in Mathematics
Background
Research Interests: Artificial Intelligence, Machine Learning
Field of Study: Computer Science
Introduction: Focused on developing new algorithms to tackle complex problems.
Miscellany
Personal Interests: Mountain Climbing, Reading Sci-Fi Novels
Hobbies: Participating in Hackathons
Co-authors
0 total
Co-authors: 0 (list not available)
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