PPaperPicks

Jae-Gil Lee

Korea Advanced Institute of Science and Technology (KAIST), Data Mining Lab, Daejeon, Korea

16 papers at tracked venues · 14 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0002-8711-7732 ↗Google Scholar ↗Homepage ↗

Venues

AAAI ×3SIGKDD ×3ICLR ×2NeurIPS ×2WWW ×2CVPR ×1EMNLP ×1ICML ×1ICWSM ×1

Frequent coauthors

Youngeun Nam
DBLP profile ↗ORCID search ↗
×2
Jihye Na
DBLP profile ↗ORCID search ↗
×2
Doyoung Kim
DBLP profile ↗ORCID search ↗
×2
Jaehyun Park
DBLP profile ↗ORCID search ↗
×1
Sungwon Park
DBLP profile ↗ORCID search ↗
×1
Patara Trirat
DBLP profile ↗ORCID search ↗
×1
Youngjun Lee
DBLP profile ↗ORCID search ↗
×1
Byunghyun Kim
DBLP profile ↗ORCID search ↗
×1
Junhyeok Kang
DBLP profile ↗ORCID search ↗
×1
Jihwan Bang
DBLP profile ↗ORCID search ↗
×1
Yooju Shin
DBLP profile ↗ORCID search ↗
×1
Minyoung Bae
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Active Learning for Continual Learning: Keeping the Past Alive in the Present
    ICLR 2025 ·
    Jaehyun Park
    DBLP profile ↗ORCID search ↗
  2. Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection
    WWW 2025 ·
    Sungwon Park
    DBLP profile ↗ORCID search ↗
  3. Bi-Modal Learning for Networked Time Series
    SIGKDD 2025 ·
    Youngeun Nam
    DBLP profile ↗ORCID search ↗
  4. MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices
    EMNLP 2025 ·
    Patara Trirat
    DBLP profile ↗ORCID search ↗
  5. Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts
    SIGKDD 2025 ·
    Jihye Na
    DBLP profile ↗ORCID search ↗
  6. Mobility Networked Time-Series Forecasting Benchmark Datasets
    ICWSM 2025 ·
    Jihye Na
    DBLP profile ↗ORCID search ↗
  7. RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models
    ICLR 2025 ·
    Youngjun Lee
    DBLP profile ↗ORCID search ↗
  8. Sample-Efficient Multi-Round Generative Data Augmentation for Long-Tail Instance Segmentation
    NeurIPS 2025 ·
    Byunghyun Kim
    DBLP profile ↗ORCID search ↗
  9. VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting
    AAAI 2025 ·
    Junhyeok Kang
    DBLP profile ↗ORCID search ↗
  10. Active Prompt Learning in Vision Language Models
    CVPR 2024 ·
    Jihwan Bang
    DBLP profile ↗ORCID search ↗
  11. Adaptive Shortcut Debiasing for Online Continual Learning
    AAAI 2024 ·
    Doyoung Kim
    DBLP profile ↗ORCID search ↗
  12. Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection
    WWW 2024 ·
    Youngeun Nam
    DBLP profile ↗ORCID search ↗
  13. Exploiting Representation Curvature for Boundary Detection in Time Series
    NeurIPS 2024 ·
    Yooju Shin
    DBLP profile ↗ORCID search ↗
  14. One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning
    ICML 2024 ·
    Doyoung Kim
    DBLP profile ↗ORCID search ↗
  15. Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate
    SIGKDD 2024 ·
    Minyoung Bae
    DBLP profile ↗ORCID search ↗
  16. Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise
    AAAI 2024 ·
    Hwanjun Song
    DBLP profile ↗ORCID search ↗