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