publications

2026

1. P2

   Geometric Learning for Predicting Functional Connectivity on Folded Cortical Surfaces

   Hyunju Kim, Michael Arcaro, and Nabil Imam

   Under review, 2026

   Bib

   @article{kim2026geometric_fc,
     title = {Geometric Learning for Predicting Functional Connectivity on Folded Cortical Surfaces},
     author = {Kim, Hyunju and Arcaro, Michael and Imam, Nabil},
     year = {2026},
     journal = {Under review},
   }

2. P1

   Geometric Constraints in the Development of Primate Extrastriate Visual Cortex

   Hyunju Kim, Michael Arcaro, and Nabil Imam

   Under review, 2026

   Bib paper Code

   @article{kim2026geometric_constraints,
     title = {Geometric Constraints in the Development of Primate Extrastriate Visual Cortex},
     author = {Kim, Hyunju and Arcaro, Michael and Imam, Nabil},
     year = {2026},
     journal = {Under review},
   }

3. J3

   Four-Set Hypergraphlets for Characterization of Directed Hypergraphs

   Heechan Moon^*, Hyunju Kim^*, Sunwoo Kim, and Kijung Shin

   IEEE Transactions on Knowledge and Data Engineering, 2026

   Bib paper Code

   @article{moon2026hypergraphlets,
     title = {Four-Set Hypergraphlets for Characterization of Directed Hypergraphs},
     author = {Moon, Heechan and Kim, Hyunju and Kim, Sunwoo and Shin, Kijung},
     journal = {IEEE Transactions on Knowledge and Data Engineering},
     year = {2026},
   }

2025

1. C3

   DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation

   Junghun Lee, Hyunju Kim, Fanchen Bu, Jihoon Ko, and Kijung Shin

   In AAAI, 2025

   Bib paper

   @inproceedings{lee2025diffim,
     title = {DiffIM: Differentiable Influence Minimization with Surrogate Modeling and Continuous Relaxation},
     author = {Lee, Junghun and Kim, Hyunju and Bu, Fanchen and Ko, Jihoon and Shin, Kijung},
     booktitle = {AAAI},
     year = {2025},
   }

2024

1. J2

   Estimating Simplet Counts via Sampling

   Hyunju Kim^*, Heechan Moon^*, Sunwoo Kim, and Kijung Shin

   The VLDB Journal, 2024

   Bib paper Code

   @article{kim2024simplet_sampling,
     title = {Estimating Simplet Counts via Sampling},
     author = {Kim, Hyunju and Moon, Heechan and Kim, Sunwoo and Shin, Kijung},
     journal = {The VLDB Journal},
     year = {2024},
   }

2. C2

   FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer

   Dongyeong Hwang, Hyunju Kim, Sunwoo Kim, and Kijung Shin

   In CVPR, 2024

   Bib paper

   @inproceedings{hwang2024flowerformer,
     title = {FlowerFormer: Empowering Neural Architecture Encoding using a Flow-aware Graph Transformer},
     author = {Hwang, Dongyeong and Kim, Hyunju and Kim, Sunwoo and Shin, Kijung},
     booktitle = {CVPR},
     year = {2024},
   }

2023

1. J1

   Hypergraph Motifs and their Extensions beyond Binary

   Geon Lee^*, Seokbum Yoon^*, Jihoon Ko, Hyunju Kim, and Kijung Shin

   The VLDB Journal, 2023

   Bib paper

   @article{lee2023hypergraph_motifs,
     title = {Hypergraph Motifs and their Extensions beyond Binary},
     author = {Lee, Geon and Yoon, Seokbum and Ko, Jihoon and Kim, Hyunju and Shin, Kijung},
     journal = {The VLDB Journal},
     year = {2023},
   }

2. C1

   Characterization of Simplicial Complexes by Counting Simplets beyond Four Nodes

   Hyunju Kim, Jihoon Ko, Fanchen Bu, and Kijung Shin

   In WWW, 2023

   Bib paper Video Code

   @inproceedings{kim2023sc3,
     title = {Characterization of Simplicial Complexes by Counting Simplets beyond Four Nodes},
     author = {Kim, Hyunju and Ko, Jihoon and Bu, Fanchen and Shin, Kijung},
     booktitle = {WWW},
     year = {2023},
   }