(underline: corresponding author)
1. Mincheol Park, Woojeong Kim, Junsik Bang, Yuna Park, Won Woo Ro, Suhyun Kim: “Perspective Shifts: Cultivating Teacher Diversity in Online Knowledge Distillation.” Knowledge-Based Systems (2025) IF 7.2 27/197 Q1 86.5
2. Junwoo Ha, Hyunjun Kim, Sangyoon Yu, Haon Park, Ashkan Yousefpour, Yuna Park, Suhyun Kim: “One-Shot is Enough: Consolidating Multi-Turn Attacks into Efficient Single-Turn Prompts for LLMs.” ACL (2025)
3. Yujin Kim, Hyunsoo Kim, Hyunwoo J. Kim, Suhyun Kim: “When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class.” ICML (2025) 2025.7.15
4. Wonjun Lee, Doehyeon Lee, Eugene Choi, Sangyoon Yu, Ashkan Yousefpour, Haon Park, Bumsub Ham, Suhyun Kim: “ELITE: Enhanced Language-Image Toxicity Evaluation for Safety.” ICML (2025) 2025.7.15
5. Minsoo Kang, Seong-Whan Lee, Suhyun Kim: “Model-Agnostic and Efficient Mixup Augmentation Guided by Saliency Maps.” Transactions on Pattern Analysis and Machine Intelligence (2025). IF 20.8 2/197 Q1 99.2
6. Hyunsoo Kim, Donghyun Kim, Suhyun Kim: “Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation.” CVPR (2025) 2025.6.13
7. Junsu Kim, Suhyun Kim: “Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning.” AAAI (2025). 발표 2025.02.27 게재 2025-04-11
8. Wonjun Lee, Bumsub Ham, Suhyun Kim: “Maximizing the Position Embedding for Vision Transformers with Global Average Pooling.” AAAI (2025). 발표 2025-03-01 게재 2025-04-11
9. Jinwoo Lim, Suhyun Kim, Soo-Mook Moon: “Convergence Analysis of Federated Learning Methods Using Backward Error Analysis.” AAAI (2025). 발표 2025-03-01 게재 2025-04-11
10. Cheonjun Park, Mincheol Park, Hyunchan Moon, Myung Kuk Yoon, Seokjin Go, Suhyun Kim, Won Woo Ro: “DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism.” NeurIPS (2024.12.12) 2024-12-10
11. Minsoo Kang, Minkoo Kang, Seong-Whan Lee, Suhyun Kim: “Mixup Mask Adaptation: Bridging the gap between input saliency and representations via attention mechanism in feature mixup.” Image and Vision Computing vol. 146 1-9 (2024.4.8) Elsevier IF 4.2@2023 18/132 Q1 86.7
12. Mincheol Park, Dongjin Kim, Cheonjun Park, Yuna Park, Gyeong Eun Gong, Won Woo Ro, Suhyun Kim: “REPrune: Channel Pruning via Kernel Representative Selection.” AAAI 2024.3.24: 38(13) 14545-14553. Association for the Advancement of Artificial Intelligence
13. Minsoo Kang, Minkoo Kang, Suhyun Kim: “Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN.” AAAI 2024.3.24, 38(3) 2705-2713
14. Dongjin Kim, Woojeong Kim, Suhyun Kim: “Tanh Works Better with Asymmetry.” NeurIPS 37 2023.12.10
15. Dogyun Park, Suhyun Kim: “Probabilistic Precision and Recall Towards Reliable Evaluation of Generative Models.” ICCV 2023.10.2: 20042-20052 IEEE 2380-7504
16. Cheonjun Park, Mincheol Park, Hyun Jae Oh, Minkyu Kim, Myung Kuk Yoon, Suhyun Kim, Won Woo Ro: “Balanced Column-Wise Block Pruning for Maximizing GPU Parallelism.” AAAI 2023.6.26: 37(8) 9398-9407
17. Minsoo Kang, Suhyun Kim: “GuidedMixup: An Efficient Mixup Strategy Guided by Saliency Maps.” AAAI 2023.6.26: 37(1) 1096-1104
18. Minjae Kim, Sangyoon Yu, Suhyun Kim, Soo-Mook Moon: “DepthFL : Depthwise Federated Learning for Heterogeneous Clients.” ICLR 2023. 5. 1
19. Muhammad Irfan Yousuf, Izza Anwer, Ayesha Riasat, Khawaja Tahir Zia, Suhyun Kim: “Windows malware detection based on static analysis with multiple features.” PeerJ Computer Science 9: e1319 1-29 (2023.4.21) PeerJ IF 3.8@2022 29/111 Q2 74.3
20. Muhammad Irfan Yousuf, Suhyun Kim: “Pool Compression for Undirected Graphs.” IEEE Access vol. 10: 58904-58912 (2022.6.1) ISSN: 2169-3536 IF 3.9@2022 100/275 Q2 63.8
21. Yujin Kim, Dogyun Park, Dohee Kim, Suhyun Kim: “NaturalInversion: Data-Free Image Synthesis Improving Real-World Consistency.” AAAI 2022.6.28: 36(1) 1201-1209 학회 시작일 2022-02-25
22. Muhammad Irfan Yousuf, Suhyun Kim: “A generative model for time evolving networks.” Knowledge and Information Systems 63(9): 2347-2363 (2021.07.26) Springer Nature, ISSN: 0219-1377 IF 2.822@2020 65/139 Q2 53.60
23. Jaehyeok Kim, Taehyeong Park, Hyorin Kim, Suhyun Kim: “Federated Learning for Face Recognition.” ICCE 2021: 1-2
24. Woojeong Kim, Suhyun Kim, Mincheol Park, Geunseok Jeon: “Neuron Merging: Compensating for Pruned Neurons.” NeurIPS 2020.12.6
25. Muhammad Irfan Yousuf, Suhyun Kim: “Guided sampling for large graphs.” Data mining and knowledge discovery 34(4): 905-948 (2020.03.18) IF 2.629@2019 71/223 Q2 68.39
26. Muhammad Irfan Yousuf, Suhyun Kim: “Generating graphs by creating associative and random links between existing nodes.” Journal of Statistical Physics 179(1): 1-32 (2020.03.06) IF 1.243@2019 32/55 Q3 42.73
