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    80 repositories

    • illidanlab.github.io

      Public
      The official website of ILLIDAN Lab @ MSU
      HTML
      •0•0•0•1•Updated Aug 28, 2025Aug 28, 2025

    • OSRM

      Public
      Official PyTorch code for "Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging", ACL 2025
      Python
      •
      MIT License
      •0•1•0•0•Updated Jul 9, 2025Jul 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.
      Python
      •
      MIT License
      •0•11•0•0•Updated Jun 16, 2025Jun 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
      Python
      •
      MIT License
      •0•0•0•0•Updated May 25, 2025May 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.
      Python
      •
      MIT License
      •0•10•0•0•Updated Mar 23, 2025Mar 23, 2025

    • distributed-cluster-harmonization

      Public
      Official Code for Paper: "Distributed Harmonization: Federated Clustered Batch Effect Adjustment and Generalization", KDD 2024
      Python
      •
      MIT License
      •0•11•0•0•Updated Jan 26, 2025Jan 26, 2025

    • translingual-language-markers

      Public
      Official Code for Paper: "Translingual Language Markers for Cognitive Assessment from Spontaneous Speech", InterSpeech 2024
      Python
      •
      MIT License
      •0•11•0•0•Updated Jan 26, 2025Jan 26, 2025

    • PREPARE-Challenge-Acoustic-Track-Code

      Public
      ILLIDAN Lab's solution for the PREPARE Challenge
      Python
      •
      MIT License
      •0•0•0•0•Updated Jan 26, 2025Jan 26, 2025

    • ABD

      Public
      [ICML2023] Revisiting Data-Free Knowledge Distillation with Poisoned Teachers
      transfer-learningbackdoor-attacksdata-freedistillation-model
      Python
      •
      MIT License
      •1•23•0•0•Updated Jul 7, 2024Jul 7, 2024

    • HyFL

      Public
      Hybrid Federate Learning Framework for Financial Crime Detection
      Python
      •
      MIT License
      •2•12•0•0•Updated Mar 22, 2024Mar 22, 2024

    • Single_oodwatermark

      Public
      Python
      •0•4•0•0•Updated Mar 4, 2024Mar 4, 2024

    • inversion-influence-function

      Public
      Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023
      Python
      •
      MIT License
      •0•16•0•0•Updated Oct 13, 2023Oct 13, 2023

    • MolSearch

      Public
      Implementation of MolSearch paper
      Python
      •
      MIT License
      •5•22•3•0•Updated Sep 9, 2023Sep 9, 2023

    • MoCL-DK

      Public
      Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge
      Python
      •
      GNU General Public License v3.0
      •9•41•3•0•Updated Sep 7, 2023Sep 7, 2023

    • FOSTER

      Public
      Python
      •3•17•0•0•Updated May 18, 2023May 18, 2023

    • PrivacyEngCollabSpace

      Public
      Privacy Engineering Collaboration Space - IllidanLab
      Python
      •139•0•0•0•Updated May 8, 2023May 8, 2023

    • SplitMix

      Public
      [ICLR2022] Efficient Split-Mix federated learning for in-situ model customization during both training and testing time
      personalizationrobustnessfederated-learningslimmable-networkstiny-mliclr2022heteroflpytorch
      Python
      •
      MIT License
      •9•47•0•0•Updated Apr 12, 2023Apr 12, 2023

    • FedRBN

      Public
      [AAAI'23] Federated Robustness Propagation: Sharing Robustness in Heterogeneous Federated Learning
      transfer-learningaaairobustnessfederated-learning
      Python
      •
      MIT License
      •3•26•0•0•Updated Feb 23, 2023Feb 23, 2023

    • FADE

      Public
      [KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.
      kdddomain-adaptationfederated-learningfairness-ml
      Python
      •2•26•0•0•Updated Feb 23, 2023Feb 23, 2023

    • NACC-UDS3-Excel-Calculator

      Public
      0•0•0•0•Updated Nov 21, 2022Nov 21, 2022

    • DynSelector

      Public
      Dynamic Augmentation Data Selection for Few-shot Text Classification
      MIT License
      •0•0•0•0•Updated Oct 30, 2022Oct 30, 2022

    • RCA

      Public
      Implementation for paper: RCA: A Deep Collaborative Autoencoder Approach for Anomaly Detection
      Python
      •4•13•2•1•Updated Oct 25, 2022Oct 25, 2022

    • RobustUDA

      Public
      Python
      •0•1•0•0•Updated Oct 12, 2022Oct 12, 2022

    • incomplete-multimodal-kd

      Public
      Python
      •1•10•1•0•Updated May 16, 2022May 16, 2022

    • personaGPT

      Public
      Implementation of PersonaGPT Dialog Model
      natural-language-processingdialogue-systemsconversational-botsconversational-aipersonagptdeep-learning
      Python
      •
      GNU General Public License v3.0
      •24•113•4•0•Updated Oct 26, 2021Oct 26, 2021

    • PRL

      Public
      Implementation of the paper: Learning Deep Neural Networks under Agnostic Corrupted Supervision
      Python
      •1•1•0•0•Updated Jul 14, 2021Jul 14, 2021

    • fedface

      Public
      Experimental pipeline for FedFace.
      Python
      •3•10•3•0•Updated Jul 6, 2021Jul 6, 2021

    • pytorch-CycleGAN-and-pix2pix

      Public
      Image-to-Image Translation in PyTorch
      Python
      •
      Other
      •6.5k•0•0•0•Updated May 6, 2021May 6, 2021

    • opolo-code

      Public
      Python
      •2•32•0•0•Updated Mar 4, 2021Mar 4, 2021

    • PyTorch-GAN

      Public
      PyTorch implementations of Generative Adversarial Networks.
      Python
      •
      MIT License
      •4.1k•0•0•0•Updated Mar 3, 2021Mar 3, 2021