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@illidanlab

ILLIDAN Lab

Intelligent Data Analytics Lab @ University of Michigan School of Information : 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 198 74

  2. T-LSTM T-LSTM Public

    Time-Aware LSTM

    Python 184 68

  3. dpgan dpgan Public

    Source code of paper "Differentially Private Generative Adversarial Network"

    Python 67 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 40 9

  6. rpg rpg Public

    Ranking Policy Gradient

    Python 23 1

Repositories

Showing 10 of 76 repositories
  • translingual-language-markers Public

    Official Code for Paper: "Translingual Language Markers for Cognitive Assessment from Spontaneous Speech", InterSpeech 2024

    illidanlab/translingual-language-markers’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Oct 28, 2024
  • subject-harmonization Public

    Official code for paper: "Subject Harmonization of Digital Biomarkers: Improved Detection of Mild Cognitive Impairment from Language Markers", Bao Hoang, Yijiang Pang, Hiroko H. Dodge, and Jiayu Zhou, PSB 2024.

    illidanlab/subject-harmonization’s past year of commit activity
    Python 10 MIT 0 0 0 Updated Sep 4, 2024
  • distributed-cluster-harmonization Public

    Official Code for Paper: "Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization", KDD 2024

    illidanlab/distributed-cluster-harmonization’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Aug 31, 2024
  • 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 Aug 15, 2024
  • ABD Public

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

    illidanlab/ABD’s past year of commit activity
    Python 22 MIT 1 0 0 Updated Jul 7, 2024
  • HyFL Public

    Hybrid Federate Learning Framework for Financial Crime Detection

    illidanlab/HyFL’s past year of commit activity
    Python 9 MIT 3 0 0 Updated Mar 22, 2024
  • Single_oodwatermark Public
    illidanlab/Single_oodwatermark’s past year of commit activity
    Python 4 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 15 MIT 0 0 0 Updated Oct 13, 2023
  • MolSearch Public

    Implementation of MolSearch paper

    illidanlab/MolSearch’s past year of commit activity
    Python 22 MIT 5 2 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 40 GPL-3.0 9 3 0 Updated Sep 7, 2023
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