Sung Whan Yoon
Scholar

Sung Whan Yoon

Google Scholar ID: 6RwONs0AAAAJ
Associate Professor, Ulsan National Institute of Science and Technology (UNIST)
Machine learningDeep learningLearning theoryInformation theoryCommunication theory
Citations & Impact
All-time
Citations
569
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
22
list available
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • 2025: Paper 'Transmit What You Need: Task-Adaptive Semantic Communications for Visual Information' accepted by IEEE JSAC (IF=17.2, top 1.7% in Telecommunications)
  • 2025: Paper 'Understanding Flatness in Generative Models: Its Role and Benefits' accepted by ICCV
  • 2025: Paper 'Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation' accepted by Pattern Recognition Letters
  • 2025: ICLR paper 'Flat Reward in Policy Parameter Space Implies Robust Reinforcement Learning' selected as Oral (top 1.8% of submissions)
  • 2025: Two papers accepted to ICLR 2025
  • Supervised students (e.g., Hyun Kyu Lee, Taehwan Lee) nominated as finalists for Qualcomm Innovation Fellowship Korea (QIFK) in 2024 and 2025