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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 218 72

  2. T-LSTM T-LSTM Public

    Time-Aware LSTM

    Python 197 69

  3. dpgan dpgan Public

    Source code of paper "Differentially Private Generative Adversarial Network"

    Python 73 28

  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 41 9

  6. rpg rpg Public

    Ranking Policy Gradient

    Python 23 1

Repositories

Showing 10 of 84 repositories
  • illidanlab.github.io Public

    The official website of ILLIDAN Lab @ MSU

    illidanlab/illidanlab.github.io's past year of commit activity
    HTML 1 0 0 1 Updated Sep 26, 2026
  • arch-bench Public
    illidanlab/arch-bench's past year of commit activity
    0 MIT 0 0 0 Updated Sep 16, 2026
  • semantic-dynamics-mci Public
    illidanlab/semantic-dynamics-mci's past year of commit activity
    Python 0 MIT 0 0 0 Updated Mar 27, 2026
  • OSRM Public

    Official PyTorch code for "Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging", ACL 2025

    illidanlab/OSRM's past year of commit activity
    Python 4 MIT 0 0 0 Updated Mar 23, 2026
  • Dual-Debiasing-Noisy-ICL Public
    illidanlab/Dual-Debiasing-Noisy-ICL's past year of commit activity
    Python 0 0 0 0 Updated Oct 18, 2025
  • multimodal-biomedical-knowledge-graph Public

    Official repo of multimodal biomedical knowledge graph

    illidanlab/multimodal-biomedical-knowledge-graph's past year of commit activity
    0 MIT 0 0 0 Updated Sep 17, 2025
  • temporal-harmonization Public

    Official code for paper: "Temporal Harmonization: Improved Detection of Mild Cognitive Impairment from Temporal Language Markers using Subject-invariant Learning", Bao Hoang, Siqi Liang, Yijiang Pang, Hiroko H. Dodge, and Jiayu Zhou, AMIA 2025.

    illidanlab/temporal-harmonization's past year of commit activity
    Python 11 MIT 0 0 0 Updated Jun 16, 2025
  • llm_grading_edu Public

    Code and for IJCAI 2025 paper of Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis

    illidanlab/llm_grading_edu's past year of commit activity
    Python 0 MIT 0 0 0 Updated May 25, 2025
  • 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 12 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

    illidanlab/distributed-cluster-harmonization's past year of commit activity
    Python 11 MIT 1 0 0 Updated Jan 26, 2025
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