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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 214 75

  2. T-LSTM T-LSTM Public

    Time-Aware LSTM

    Python 194 69

  3. dpgan dpgan Public

    Source code of paper "Differentially Private Generative Adversarial Network"

    Python 70 29

  4. cdrl cdrl Public

    Collaborative Deep Reinforcement Learning

    Python 31 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 81 repositories
  • 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 11, 2025
  • 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 28, 2025
  • 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 1 MIT 0 0 0 Updated Jul 9, 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 10 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 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

    illidanlab/translingual-language-markers’s past year of commit activity
    Python 11 MIT 0 0 0 Updated Jan 26, 2025
  • PREPARE-Challenge-Acoustic-Track-Code Public

    ILLIDAN Lab's solution for the PREPARE Challenge

    illidanlab/PREPARE-Challenge-Acoustic-Track-Code’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Jan 26, 2025
  • ABD Public

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

    illidanlab/ABD’s past year of commit activity
    Python 23 MIT 1 0 0 Updated Jul 7, 2024
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