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@LARS-research

LARS-code

A compact machine learning research group focusing on automated machine learning (AutoML), meta-learning and neural architecture search (NAS).

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  1. AutoML-Tutorial AutoML-Tutorial Public

    Tutorials about AutoML

    87 15

  2. AutoSTR AutoSTR Public

    H. Zhang, Q. Yao, M. Yang, Y. Xu, X. Bai. AutoSTR: Efficient Backbone Search for Scene Text Recognition. European Conference on Computer Vision (ECCV). 2020.

    Python 83 16

  3. AutoSF AutoSF Public

    Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022

    Python 69 13

  4. TabGNN TabGNN Public

    Python 51 6

  5. RED-GNN RED-GNN Public

    Knowledge Graph Reasoning with Relational Digraph. WebConf 2022

    Python 63 15

  6. DiffMG DiffMG Public

    [KDD 2021, Research Track] DiffMG: Differentiable Meta Graph Search for Heterogeneous Graph Neural Networks

    Python 31 7

Repositories

Showing 10 of 43 repositories
  • KnowFlow Public
    LARS-research/KnowFlow’s past year of commit activity
    Python 1 0 0 0 Updated Nov 27, 2025
  • DDI-Bench Public
    LARS-research/DDI-Bench’s past year of commit activity
    Python 2 1 0 0 Updated Oct 15, 2025
  • ConML Public
    LARS-research/ConML’s past year of commit activity
    Python 2 0 0 0 Updated Oct 15, 2025
  • STF Public

    Superpose Task-specific Features for Model Merging. EMNLP 2025

    LARS-research/STF’s past year of commit activity
    Python 2 MIT 0 1 0 Updated Oct 11, 2025
  • PERSCEN Public

    [KDD 2025] PERSCEN: Learning Personalized Interaction Pattern and Scenario Preference for Multi-Scenario Matching

    LARS-research/PERSCEN’s past year of commit activity
    Python 5 0 0 0 Updated Jul 18, 2025
  • PACIA Public

    PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction. IJCAI 2024

    LARS-research/PACIA’s past year of commit activity
    Python 5 0 0 0 Updated Jun 20, 2025
  • CSSE-DDI Public

    [NeurIPS 2024] Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction

    LARS-research/CSSE-DDI’s past year of commit activity
    Python 5 1 1 0 Updated Mar 28, 2025
  • DualR Public

    Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering. Conference on Parsimony and Learning (CPAL).

    LARS-research/DualR’s past year of commit activity
    Python 2 0 0 0 Updated Mar 14, 2025
  • ColdNAS Public

    Code for ColdNAS: Search to Modulate for User Cold-Start Recommendation. WebConf 2023

    LARS-research/ColdNAS’s past year of commit activity
    Python 11 2 0 0 Updated Dec 4, 2024
  • EmerG Public
    LARS-research/EmerG’s past year of commit activity
    Python 8 3 0 0 Updated Jul 17, 2024
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