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KAIST Data Mining Lab

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  1. MG-TAR MG-TAR Public

    [IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction

    Python 61 23

  2. RP-DBSCAN RP-DBSCAN Public

    Java 59 13

  3. SELFIE SELFIE Public

    Python 52 11

  4. pcb pcb Public

    Official PyTorch Implementation for Active Prompt Learning in Vision Language Models

    Python 41 4

  5. NETS NETS Public

    NETS:Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing

    Java 40 13

  6. MQNet MQNet Public

    Python 35 14

Repositories

Showing 10 of 57 repositories
  • CluSTER Public

    [EMNLP 2026] Clustering-Based Balanced Sampling and Allocation with Data Parallelism for High-Performance Fine-Tuning

    kaist-dmlab/CluSTER's past year of commit activity
    Python 3 Apache-2.0 1 0 0 Updated Sep 14, 2026
  • STAAR Public

    Official implementation of STAAR (CIKM 2026)

    kaist-dmlab/STAAR's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Aug 22, 2026
  • TimePEFT Public

    [ICML 2026] Time-PEFT: Temporal and Multichannel Complexity-Based Fine-Tuning for Time-Series Foundation Models

    kaist-dmlab/TimePEFT's past year of commit activity
    Python 0 0 1 0 Updated Aug 4, 2026
  • QuDAR Public
    kaist-dmlab/QuDAR's past year of commit activity
    Python 0 0 0 0 Updated Jun 28, 2026
  • CURE Public
    kaist-dmlab/CURE's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Jun 23, 2026
  • ARCUS Public

    Official implementation of ARCUS (KDD22)

    kaist-dmlab/ARCUS's past year of commit activity
    Python 31 7 0 0 Updated May 28, 2026
  • Hybridiff Public

    [CVPR 2026] Accelerating Diffusion via Hybrid Data-Pipeline Parallelism Based on Conditional Guidance Scheduling

    kaist-dmlab/Hybridiff's past year of commit activity
    Python 8 Apache-2.0 1 0 0 Updated Feb 25, 2026
  • MONAQ Public

    [EMNLP-25 Findings] MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices

    kaist-dmlab/MONAQ's past year of commit activity
    Jupyter Notebook 0 MIT 0 1 0 Updated Nov 10, 2025
  • VarDrop Public

    Official Implementation of VarDrop(AAAI25)

    kaist-dmlab/VarDrop's past year of commit activity
    Python 22 MIT 17 0 0 Updated Oct 23, 2025
  • TA4LS Public

    Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts

    kaist-dmlab/TA4LS's past year of commit activity
    Python 19 Apache-2.0 16 0 0 Updated Oct 23, 2025

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