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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 SimulatorPublic

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

    Python 196 74

  2. T-LSTM T-LSTMPublic

    Time-Aware LSTM

    Python 184 68

  3. dpgan dpganPublic

    Source code of paper "Differentially Private Generative Adversarial Network"

    Python 67 29

  4. cdrl cdrlPublic

    Collaborative Deep Reinforcement Learning

    Python 32 11

  5. MoCL-DK MoCL-DKPublic

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

    Python 40 9

  6. rpg rpgPublic

    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 6 MIT 0 0 0 UpdatedOct 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 7 MIT 0 0 0 UpdatedSep 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 6 MIT 0 0 0 UpdatedAug 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 UpdatedAug 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 UpdatedJul 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 UpdatedMar 22, 2024
  • Single_oodwatermark Public
    illidanlab/Single_oodwatermark’s past year of commit activity
    Python 4 0 0 0 UpdatedMar 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 UpdatedOct 13, 2023
  • MolSearch Public

    Implementation of MolSearch paper

    illidanlab/MolSearch’s past year of commit activity
    Python 22 MIT 5 2 0 UpdatedSep 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 UpdatedSep 7, 2023
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