Repositories list

• pittisl.github.io

  Public
  pittisl homepage

  TeX

  •

  MIT License

  •0•0•0•0•Updated Dec 6, 2024Dec 6, 2024

• PhyT2V

  Public
  repo of paper PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation

  Python

  •0•1•0•0•Updated Dec 4, 2024Dec 4, 2024

• MyoMonitor

  Public
  Source code for paper "MyoMonitor: Evaluating Muscle Fatigue with Commodity Smartphones"

  smart-health

  MATLAB

  •0•0•0•0•Updated Nov 5, 2024Nov 5, 2024

• FaceListener

  Public
  Source code for paper "FaceListener: Recognizing Human Facial Expressions via Acoustic Sensing on Commodity Headphones"

  mobile-sensing

  Jupyter Notebook

  •0•0•0•0•Updated Nov 5, 2024Nov 5, 2024

• AWARE

  Public
  Jupyter Notebook

  •1•0•0•0•Updated Oct 8, 2024Oct 8, 2024

• Sparse-Activation

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

  attributioncompute-efficient-mlsmall-language-model+ 1sparse-activation

  Python

  •

  MIT License

  •0•3•1•0•Updated Sep 2, 2024Sep 2, 2024

• Generative-AI-Tutorial

  Public
  A subjective learning guide for generative AI research

  deep-learningai-tutorialgenerative-ai

  MIT License

  •10•73•0•0•Updated Aug 9, 2024Aug 9, 2024

• FreezeAsGuard

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

  deep-learningfine-tuningdiffusion-models+ 1trustworthy-ai

  Python

  •

  MIT License

  •0•4•0•0•Updated Jun 9, 2024Jun 9, 2024

• perfinfer-code

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

  mobile-securitymobile-gpu

  C#

  •0•3•0•0•Updated May 28, 2024May 28, 2024

• mPnP-LLM

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

  deep-learningmultimodalembodied-ai+ 3large-language-modeldecoder-onlymodality-adaptation

  Python

  •

  MIT License

  •1•8•0•0•Updated Jan 19, 2024Jan 19, 2024

• PTEase

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

  android-applicationacousticssensing

  C++

  •

  MIT License

  •0•0•0•0•Updated Jan 17, 2024Jan 17, 2024

• GreenTrainer

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

  pytorchfine-tuningcompute-efficient-ml+ 1large-language-models

  Python

  •

  MIT License

  •2•11•0•0•Updated Nov 17, 2023Nov 17, 2023

• ElasticTrainer

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

  neural-networkon-device-trainingdeep-learning+ 1tensorflow

  Python

  •

  MIT License

  •1•12•0•0•Updated Nov 1, 2023Nov 1, 2023

• FL-with-intertwined-heterogeneity

  Public
  federated-learningdata-heterogeneitygradient-inversion+ 1device-heterogeneity

  Python

  •0•3•0•0•Updated Sep 22, 2023Sep 22, 2023

• AiFi_PHY_Reconstruct

  Public
  Source code for paper "AiFi: AI-Enabled WiFi Interference Cancellation with Commodity PHY-Layer Information"

  Python

  •0•0•0•0•Updated Jul 22, 2023Jul 22, 2023

• RAScatter

  Public
  Code for paper "RAScatter: Achieving Energy-Efficient Backscatter Readers via AI-Assisted Power Adaptation" (IoTDI'22)

  Python

  •0•1•0•0•Updated Apr 15, 2023Apr 15, 2023

• AgileNN

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

  neural-networksoffloadingtensorflow

  Python

  •1•17•0•0•Updated Apr 13, 2023Apr 13, 2023