HairFIT: Pose-invariant Hairstyle Transfer via Flow-based Hair Alignment and Semantic-region-aware Inpainting. - Chaeyeon Chung; Taewoo Kim; Hyelin Nam; Seunghwan Choi; Gyojung Gu; Sunghyun Park 005; Jaegul Choo (BMVC, 2021)

A Spectrum Sharing System: Visualized Interference Classification and CNN Approach. - Hyelin Nam; Kyuwon Han; Jihoon Park; Han Cha; Seong-Lyun Kim (DySPAN, 2021)

Differentially Private CutMix for Split Learning with Vision Transformer. - Seungeun Oh; Jihong Park; Sihun Baek; Hyelin Nam; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2022)

Active Wireless Split Learning via Online Cloud-Local Server Delta-Knowledge Distillation. - Hyelin Nam; Jihong Park; Seong-Lyun Kim (ICC Workshops, 2023)

Sequential Semantic Generative Communication for Progressive Text-to-Image Generation. - Hyelin Nam; Jihong Park; Jinho Choi 001; Seong-Lyun Kim (SECON, 2023)

Contrastive Denoising Score for Text-Guided Latent Diffusion Image Editing. - Hyelin Nam; Gihyun Kwon; Geon Yeong Park; Jong Chul Ye (CVPR, 2024)

Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. - Hyelin Nam; Jihong Park; Jinho Choi 001; Mehdi Bennis; Seong-Lyun Kim (ICASSP, 2024)

Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix. - Seungeun Oh; Sihun Baek; Jihong Park; Hyelin Nam; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (Trans. Mach. Learn. Res., 2024)

Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. - Seungeun Oh; Hyelin Nam; Jihong Park; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (IEEE Trans. Big Data, 2024)

Optical-Flow Guided Prompt Optimization for Coherent Video Generation. - Hyelin Nam; Jaemin Kim; Dohun Lee; Jong Chul Ye (CVPR, 2025)

CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models. - Hyungjin Chung; Jeongsol Kim; Geon Yeong Park; Hyelin Nam; Jong Chul Ye (ICLR, 2025)

SteerX: Creating Any Camera-Free 3D and 4D Scenes with Geometric Steering. - Byeongjun Park; Hyojun Go; Hyelin Nam; Byung-Hoon Kim; Hyungjin Chung; Changick Kim (CoRR, 2025)

VideoRFSplat: Direct Scene-Level Text-to-3D Gaussian Splatting Generation with Flexible Pose and Multi-View Joint Modeling. - Hyojun Go; Byeongjun Park; Hyelin Nam; Byung-Hoon Kim; Hyungjin Chung; Changick Kim (CoRR, 2025)