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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 Public

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

    Python 206 74

  2. T-LSTM Public

    Time-Aware LSTM

    Python 186 68

  3. dpgan Public

    Source code of paper "Differentially Private Generative Adversarial Network"

    Python 69 28

  4. cdrl Public

    Collaborative Deep Reinforcement Learning

    Python 32 11

  5. MoCL-DK Public

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

    Python 41 9

  6. rpg Public

    Ranking Policy Gradient

    Python 23 1

Repositories

Showing 10 of 77 repositories
  • 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.

    Python 11 MIT 0 0 0 Updated Mar 23, 2025
  • distributed-cluster-harmonization Public

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

    Python 10 MIT 0 0 0 Updated Jan 26, 2025
  • translingual-language-markers Public

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

    Python 11 MIT 0 0 0 Updated Jan 26, 2025
  • PREPARE-Challenge-Acoustic-Track-Code Public

    ILLIDAN Lab's solution for the PREPARE Challenge

    Python 0 MIT 0 0 0 Updated Jan 26, 2025
  • illidanlab.github.io Public

    The official website of ILLIDAN Lab @ MSU

    HTML 0 0 0 1 Updated Aug 15, 2024
  • ABD Public

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

    Python 23 MIT 1 0 0 Updated Jul 7, 2024
  • HyFL Public

    Hybrid Federate Learning Framework for Financial Crime Detection

    Python 9 MIT 2 0 0 Updated Mar 22, 2024
  • Single_oodwatermark Public
    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

    Python 15 MIT 0 0 0 Updated Oct 13, 2023
  • MolSearch Public

    Implementation of MolSearch paper

    Python 22 MIT 5 2 0 Updated Sep 9, 2023
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