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@pittisl

Intelligent Systems Lab @ Pitt

University of Pittsburgh Intelligent Systems Lab

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  1. Generative-AI-Tutorial Generative-AI-Tutorial Public

    A subjective learning guide for generative AI research

    60 9

  2. AgileNN AgileNN Public

    Code for paper "Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI" (MobiCom'22)

    Python 12 1

  3. ElasticTrainer ElasticTrainer Public

    Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)

    Python 12 2

  4. GreenTrainer GreenTrainer Public

    Code for paper "Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation" (ICLR'24)

    Python 9 2

  5. mPnP-LLM mPnP-LLM Public

    Code for paper "Modality Plug-and-Play: Elastic Modality Adaptation in Multimodal LLMs for Embodied AI"

    Python 7 1

  6. perfinfer-code perfinfer-code Public

    Code for paper "Eavesdropping user credentials via GPU side channels on smartphones" (ASPLOS'22)

    C# 2

Repositories

Showing 10 of 13 repositories
  • Generative-AI-Tutorial Public

    A subjective learning guide for generative AI research

    pittisl/Generative-AI-Tutorial’s past year of commit activity
    60 MIT 9 0 0 Updated Jun 27, 2024
  • pittisl.github.io Public

    pittisl homepage

    pittisl/pittisl.github.io’s past year of commit activity
    TeX 0 MIT 0 0 0 Updated Jun 25, 2024
  • Sparse-Activation Public

    Code for paper "Achieving Sparse Activation in Small Language Models"

    pittisl/Sparse-Activation’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Jun 22, 2024
  • FreezeAsGuard Public

    Code for paper "FreezeAsGuard: Mitigating Illegal Adaptation of Diffusion Models via Selective Tensor Freezing"

    pittisl/FreezeAsGuard’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jun 9, 2024
  • perfinfer-code Public

    Code for paper "Eavesdropping user credentials via GPU side channels on smartphones" (ASPLOS'22)

    pittisl/perfinfer-code’s past year of commit activity
    C# 2 0 0 0 Updated May 28, 2024
  • mPnP-LLM Public

    Code for paper "Modality Plug-and-Play: Elastic Modality Adaptation in Multimodal LLMs for Embodied AI"

    pittisl/mPnP-LLM’s past year of commit activity
    Python 7 MIT 1 0 0 Updated Jan 19, 2024
  • PTEase Public

    Code for paper "Objective Airway Examination for Pulmonary Telemedicine using Commodity Smartphones" (MobiSys'23)

    pittisl/PTEase’s past year of commit activity
    C++ 0 MIT 0 0 0 Updated Jan 17, 2024
  • GreenTrainer Public

    Code for paper "Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation" (ICLR'24)

    pittisl/GreenTrainer’s past year of commit activity
    Python 9 MIT 2 0 0 Updated Nov 17, 2023
  • ElasticTrainer Public

    Code for paper "ElasticTrainer: Speeding Up On-Device Training with Runtime Elastic Tensor Selection" (MobiSys'23)

    pittisl/ElasticTrainer’s past year of commit activity
    Python 12 MIT 2 0 0 Updated Nov 1, 2023
  • pittisl/FL-with-intertwined-heterogeneity’s past year of commit activity
    Python 2 0 0 0 Updated Sep 22, 2023

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