pittisl Goto Github PK

agilenn

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

aifi_phy_reconstruct

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

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)

pittisl.github.io

pittisl homepage

ptease

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

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"