Point Cloud Augmentation with Weighted Local Transformations. - Sihyeon Kim; Sanghyeok Lee; Dasol Hwang; Jaewon Lee; Seong Jae Hwang; Hyunwoo J. Kim (ICCV, 2021)

Metropolis-Hastings Data Augmentation for Graph Neural Networks. - Hyeon-Jin Park; Seunghun Lee 001; Sihyeon Kim; Jinyoung Park; Jisu Jeong; Kyung-Min Kim; Jung-Woo Ha 001; Hyunwoo J. Kim (NeurIPS, 2021)

Self-Positioning Point-Based Transformer for Point Cloud Understanding. - Jinyoung Park; Sanghyeok Lee; Sihyeon Kim; Yunyang Xiong; Hyunwoo J. Kim (CVPR, 2023)

Semantic-Aware Implicit Template Learning via Part Deformation Consistency. - Sihyeon Kim; Juyeon Ko; Minseok Joo; Juhan Cha; Jaewon Lee; Hyunwoo J. Kim (ICCV, 2023)

Advancing Bayesian Optimization via Learning Correlated Latent Space. - Seunghun Lee 001; Jaewon Chu; Sihyeon Kim; Juyeon Ko; Hyunwoo J. Kim (NeurIPS, 2023)

DDMI: Domain-agnostic Latent Diffusion Models for Synthesizing High-Quality Implicit Neural Representations. - Dogyun Park; Sihyeon Kim; Sojin Lee; Hyunwoo J. Kim (ICLR, 2024)

Fine-tuning Pre-trained Models for Robustness under Noisy Labels. - Sumyeong Ahn; Sihyeon Kim; Jongwoo Ko; Se-Young Yun (IJCAI, 2024)

Constant Acceleration Flow. - Dogyun Park; Sojin Lee; Sihyeon Kim; Taehoon Lee 004; Youngjoon Hong; Hyunwoo J. Kim (NeurIPS, 2024)

Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL. - Yongjin Yang; Sihyeon Kim; SangMook Kim; Gyubok Lee; Se-Young Yun; Edward Choi (CoRR, 2024)

VACoDe: Visual Augmented Contrastive Decoding. - Sihyeon Kim; Boryeong Cho; Sangmin Bae; Sumyeong Ahn; Se-Young Yun (CoRR, 2024)

Explainable Product Classification for Customs. - Eunji Lee; Sihyeon Kim; Sundong Kim; Soyeon Jung; Heeja Kim; Meeyoung Cha (ACM Trans. Intell. Syst. Technol., 2024)

Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models. - Yongjin Yang; Sihyeon Kim; Hojung Jung; Sangmin Bae; SangMook Kim; Se-Young Yun; Kimin Lee (ICLR, 2025)

ST-VLM: Kinematic Instruction Tuning for Spatio-Temporal Reasoning in Vision-Language Models. - Dohwan Ko; Sihyeon Kim; Yumin Suh; Vijay Kumar B. G; Minseo Yoon; Manmohan Chandraker; Hyunwoo J. Kim (CoRR, 2025)

A Whole-Body Integrated AVATAR System: Implementation of Telepresence With Intuitive Control and Immersive Feedback. - Sungman Park; Junsoo Kim; Hojae Lee; Minwoong Jo; Dohoon Gong; Dawon Ju; Dami Won; Sihyeon Kim; Jinhyeok Oh; Hun Jang; Joonbum Bae (IEEE Robotics Autom. Mag., 2025)