Data & Language
Intelligence Lab

Faculty

Suyeon Kim

Assistant Professor

School of Computer Science and Engineering, Kyungpook National University, Daegu, South Korea

Robust & Explainable AI × Cross-domain Applications (Graph, Biomedical, Time-series, PINNs)

kimsu55{at}knu.ac.kr

Homepage

Publications 7

2026

  • AAAI 2026

    Harmonic Dataset Distillation for Time Series Forecasting

    Seungha Hong, Sanghwan Jang, Wonbin Kweon, Suyeon Kim, Gyuseok Lee, Hwanjo Yu

    Proceedings of the 40th AAAI Conference on Artificial Intelligence

    Paper

  • WWW 2026

    Dynamic Multi-period Experts for Online Time Series Forecasting

    Seungha Hong, Sukang Chae, Suyeon Kim, Sanghwan Jang, Hwanjo Yu

    Proceedings of The ACM Web Conference 2026

    Paper

2025

  • KDD 2025

    Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark

    Suyeon Kim, SeongKu Kang, Dongwoo Kim, Jungseul Ok, Hwanjo Yu

    Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining

    Paper

2024

  • CVPR 2024

    Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection

    Suyeon Kim, Dongha Lee, SeongKu Kang, Sukang Chae, Sanghwan Jang, Hwanjo Yu

    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

    Paper

  • EMNLP 2024 Findings

    Eliciting Instruction-tuned Code Language Models’ Capabilities to Utilize Auxiliary Function for Code Generation

    Seonghyeon Lee, Suyeon Kim, Joonwon Jang, HeeJae Chon, Dongha Lee, Hwanjo Yu

    Findings of the Association for Computational Linguistics: EMNLP 2024

    Paper

2023

  • AAAI 2023

    Learning Topology-Specific Experts for Molecular Property Prediction

    Suyeon Kim, Dongha Lee, Seongku Kang, Seonghyeon Lee, Hwanjo Yu

    Proceedings of the 37th AAAI Conference on Artificial Intelligence

    Paper arXiv

2021

  • ICDM 2021

    Learnable Structural Semantic Readout for Graph Classification

    Dongha Lee, Suyeon Kim, Seonghyeon Lee, Chanyoung Park, Hwanjo Yu

    2021 IEEE International Conference on Data Mining

    Paper arXiv