Intelligent Systems Lab @ Pitt

AgileNN

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

ElasticTrainer

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

FL-with-intertwined-heterogeneity

FreezeAsGuard

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

Generative-AI-Tutorial

A subjective learning guide for generative AI research

GreenTrainer

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

mPnP-LLM

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

perfinfer-code

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

RAScatter

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

Sparse-Activation

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

pittisl/Generative-AI-Tutorial

A subjective learning guide for generative AI research

pittisl/AgileNN

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

pittisl/ElasticTrainer

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

pittisl/GreenTrainer

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

pittisl/mPnP-LLM

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

pittisl/FL-with-intertwined-heterogeneity

pittisl/FreezeAsGuard

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

pittisl/perfinfer-code

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

pittisl/Sparse-Activation

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

pittisl/RAScatter

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

pittisl/AiFi_PHY_Reconstruct

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

pittisl/pittisl.github.io

pittisl homepage

pittisl/PTEase

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

pittisl/FaceListener

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

pittisl/MyoMonitor

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