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ILLIDAN Lab

Intelligent Data Analytics Lab @ University of Michigan School of Information : Creating Large-Scale Machine Learning Algorithms for Big Data Analytics

54 followers
East Lansing, MI
http://illidanlab.github.io/

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SimulatorSimulatorPublic
Efficient Large-Scale Fleet Management via Multi-Agent Deep Reinforcement Learning
Python 216 73
T-LSTMT-LSTMPublic
Time-Aware LSTM
Python 197 69
dpgandpganPublic
Source code of paper "Differentially Private Generative Adversarial Network"
Python 73 28
cdrlcdrlPublic
Collaborative Deep Reinforcement Learning
Python 32 11
MoCL-DKMoCL-DKPublic
Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge
Python 41 9
rpgrpgPublic
Ranking Policy Gradient
Python 23 1

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Showing 10 of 83 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 Apr 27, 2026
semantic-dynamics-mci Public
illidanlab/semantic-dynamics-mci's past year of commit activity
Python 0MIT 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 4MIT 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
0MIT 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 11MIT 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 0MIT 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 12MIT 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 11MIT 1 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 13MIT 0 0 0 Updated Jan 26, 2025

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