Robust Neural Networks Inspired by Strong Stability Preserving Runge-Kutta Methods. - Byungjoo Kim; Bryce Chudomelka; Jinyoung Park 005; Jaewoo Kang; Youngjoon Hong; Hyunwoo J. Kim (ECCV (9), 2020)

Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs. - Dasol Hwang; Jinyoung Park 005; Sunyoung Kwon; Kyung-Min Kim; Jung-Woo Ha 001; Hyunwoo J. Kim (NeurIPS, 2020)

Deep neural network for solving differential equations motivated by Legendre-Galerkin approximation. - Bryce Chudomelka; Youngjoon Hong; Hyunwoo J. Kim; Jinyoung Park 005 (CoRR, 2020)

Metropolis-Hastings Data Augmentation for Graph Neural Networks. - Hyeon-Jin Park; Seunghun Lee 001; Sihyeon Kim; Jinyoung Park 005; Jisu Jeong; Kyung-Min Kim; Jung-Woo Ha 001; Hyunwoo J. Kim (NeurIPS, 2021)

Learning Non-Parametric Surrogate Losses With Correlated Gradients. - Seungdong Yoa; Jinyoung Park 005; Hyunwoo J. Kim (IEEE Access, 2021)

Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning. - Dasol Hwang; Jinyoung Park 005; Sunyoung Kwon; Kyung-Min Kim; Jung-Woo Ha 001; Hyunwoo J. Kim (CoRR, 2021)

Deformable Graph Convolutional Networks. - Jinyoung Park 005; Sungdong Yoo; Jihwan Park; Hyunwoo J. Kim (AAAI, 2022)

Relation-Aware Language-Graph Transformer for Question Answering. - Jinyoung Park 005; Hyeong Kyu Choi; Juyeon Ko; Hyeon-Jin Park; Ji-Hoon Kim; Jisu Jeong; Kyung-Min Kim; Hyunwoo J. Kim (AAAI, 2023)

Self-Positioning Point-Based Transformer for Point Cloud Understanding. - Jinyoung Park 005; Sanghyeok Lee; Sihyeon Kim; Yunyang Xiong; Hyunwoo J. Kim (CVPR, 2023)

Graph-Guided Reasoning for Multi-Hop Question Answering in Large Language Models. - Jinyoung Park 005; Ameen Patel; Omar Zia Khan; Hyunwoo J. Kim; Joo-Kyung Kim (CoRR, 2023)

Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-Based Visual Relationship Detection. - Jongha Kim; Jihwan Park; Jinyoung Park 005; Jinyoung Kim 007; Sehyung Kim; Hyunwoo J. Kim (CVPR, 2024)

Prompt Learning via Meta-Regularization. - Jinyoung Park 005; Juyeon Ko; Hyunwoo J. Kim (CVPR, 2024)

Generative Subgraph Retrieval for Knowledge Graph-Grounded Dialog Generation. - Jinyoung Park 005; Minseok Joo; Joo-Kyung Kim; Hyunwoo J. Kim (EMNLP, 2024)

Inversion-based Latent Bayesian Optimization. - Jaewon Chu; Jinyoung Park 005; Seunghun Lee 001; Hyunwoo J. Kim (NeurIPS, 2024)

LLaMo: Large Language Model-based Molecular Graph Assistant. - Jinyoung Park 005; Minseong Bae; Dohwan Ko; Hyunwoo J. Kim (NeurIPS, 2024)

VidChain: Chain-of-Tasks with Metric-based Direct Preference Optimization for Dense Video Captioning. - Ji Soo Lee; Jongha Kim; Jeehye Na; Jinyoung Park 005; Hyunwoo J. Kim (AAAI, 2025)

Latent Bayesian Optimization via Autoregressive Normalizing Flows. - Seunghun Lee 001; Jinyoung Park 005; Jaewon Chu; Minseo Yoon; Hyunwoo J. Kim (ICLR, 2025)

DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO. - Jinyoung Park 005; Jeehye Na; Jinyoung Kim 007; Hyunwoo J. Kim (CoRR, 2025)

Deformable Graph Transformer. - Jinyoung Park 005; Seongjun Yun; Hyeon-Jin Park; Jaewoo Kang; Jisu Jeong; Kyung-Min Kim; Jung-Woo Ha 001; Hyunwoo J. Kim (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Improved query specialization for transformer-based visual relationship detection. - Jongha Kim; Jihwan Park; Jinyoung Park 005; Jinyoung Kim 007; Sehyung Kim; Hyunwoo J. Kim (Inf. Sci., 2026)