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@illidanlab

ILLIDAN Lab

Intelligent Data Analytics Lab @ MSU : Creating Large-Scale Machine Learning Algorithms for Big Data Analytics

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  1. Simulator Simulator Public

    Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning

    Python 187 75

  2. T-LSTM T-LSTM Public

    Time-Aware LSTM

    Python 178 67

  3. dpgan dpgan Public

    Source code of paper "Differentially Private Generative Adversarial Network"

    Python 66 29

  4. cdrl cdrl Public

    Collaborative Deep Reinforcement Learning

    Python 32 11

  5. MoCL-DK MoCL-DK Public

    Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge

    Python 39 9

  6. rpg rpg Public

    Ranking Policy Gradient

    Python 23 1

Repositories

Showing 10 of 73 repositories
  • illidanlab.github.io Public

    The official website of ILLIDAN Lab @ MSU

    illidanlab/illidanlab.github.io’s past year of commit activity
    HTML 0 0 0 1 Updated Jun 18, 2024
  • HyFL Public

    Hybrid Federate Learning Framework for Financial Crime Detection

    illidanlab/HyFL’s past year of commit activity
    Python 8 MIT 3 0 0 Updated Mar 22, 2024
  • illidanlab/Single_oodwatermark’s past year of commit activity
    Python 3 0 0 0 Updated Mar 4, 2024
  • inversion-influence-function Public

    Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023

    illidanlab/inversion-influence-function’s past year of commit activity
    Python 13 MIT 0 0 0 Updated Oct 13, 2023
  • MolSearch Public

    Implementation of MolSearch paper

    illidanlab/MolSearch’s past year of commit activity
    Python 20 MIT 5 1 0 Updated Sep 9, 2023
  • MoCL-DK Public

    Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge

    illidanlab/MoCL-DK’s past year of commit activity
    Python 39 GPL-3.0 9 3 0 Updated Sep 7, 2023
  • ABD Public

    [ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers

    illidanlab/ABD’s past year of commit activity
    Python 21 MIT 1 0 0 Updated Jun 11, 2023
  • FOSTER Public
    illidanlab/FOSTER’s past year of commit activity
    Python 17 2 0 0 Updated May 18, 2023
  • PrivacyEngCollabSpace Public Forked from usnistgov/PrivacyEngCollabSpace

    Privacy Engineering Collaboration Space - IllidanLab

    illidanlab/PrivacyEngCollabSpace’s past year of commit activity
    Python 0 130 0 0 Updated May 8, 2023
  • SplitMix Public

    [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time

    illidanlab/SplitMix’s past year of commit activity
    Python 38 MIT 9 0 0 Updated Apr 12, 2023

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