Machine Intelligence and Information Theory Lab @ UNIST Graduate School of AI & Department of EE
How to apply to our Lab:
Step 1) Contact Prof. Yoon via email. Please include CV, your introduction (affiliation, year-in-school, and course grades), a description of your research interests, and positions to join (internship via U-SURF/U-WURF or MS, MS-PhD Combined, or PhD).
Step 2) Lab interview and test with an academic presentation (2-3 weeks for preparation will be given after the contact)
We strongly recommend that you apply for an internship before applying to graduate school.
[Apr. 2026] Prof. Yoon is awarded a Ministry of Science and ICT Commendation (과학기술정보통신부 장관 표창) 🎖️
[Feb. 2026] One paper titled "Pose-guided Enriched Feature Learning for Federated-by-camera Person Re-indentification," got accepted to CVPR 2026 🔥 (Prof. Yoon collaborated with UNIST VIP Lab led by Prof. Jae-Young Sim)
[Feb. 2026] Our Lab and UNIST Safe AI Lab (led by Prof. Saerom Park) won the 2nd place of IEEE SaTML 2026 Competition Anti-BAD: An Anti-Backdoor Challenge for Post-Trained Large Language Models 🏆 (Congratulations! SeungBum 🎉) [link]
[Oct. 2025] Our member, Hyun Kyu Lee, is awarded as the Winner of Qualcomm Innovation Fellowship Korea (QIFK) 2025 🏆 (Congratulations! Hyun Kyu 🎉 among the qualified 30 finalists, awarded as 15 winners)
[Nov. 2025] One paper titled "A Flat Minima Perspective on Understanding Augmentations and Model Robustness," got accepted to AAAI 2026 🔥 (Congratulations! Weebum 🎉)
Prof. Yoon participates in the "AI Star Fellowship Program (UNIST)" as the Project Leader of PROJECT 3 (among three core projects in the program).
[Jul. 2025] One paper titled "Benchmarking Federated Learning for Semantic Datasets: Federated Scene Graph Generation," got accepted to Pattern Recognition Letters 🔥 (Congratulations! SeungBum & Taehwan 🎉)
[Jun. 2025] One paper titled "Understanding Flatness in Generative Models: Its Role and Benefits," got accepted to ICCV 2025 🔥 (Congratulations! Taehwan 🎉)
[Jun. 2025] One paper titled "Transmit What You Need: Task-Adaptive Semantic Communications for Visual Information," got accepted to IEEE JSAC (IF=17.2, Top 1.7% SCIE Journal in Telecommunications) 🔥 (Congratulations! Jeonghun 🎉)