Intelligent Systems Lab @ Pitt

All

17 repositories

PhyT2V
Public
official code repo of paper PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation
video-generation diffusion-models prompt-tuning llm-reasoning
Python
•0•6•0•0•Updated Feb 16, 2025Feb 16, 2025
pittisl.github.io
Public
pittisl homepage
TeX
•
MIT License
•0•1•0•0•Updated Dec 27, 2024Dec 27, 2024
intertwined-FL
Public
federated-learning data-heterogeneity gradient-inversion device-heterogeneity
Python
•0•3•0•0•Updated Dec 20, 2024Dec 20, 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"
attribution compute-efficient-ml small-language-model sparse-activation
Python
•
MIT License
•0•6•1•0•Updated Sep 2, 2024Sep 2, 2024
Generative-AI-Tutorial
Public
A subjective learning guide for generative AI research
deep-learning ai-tutorial generative-ai
MIT License
•11•77•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-learning fine-tuning diffusion-models trustworthy-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-security mobile-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-learning multimodal embodied-ai large-language-model decoder-only modality-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-application acoustics sensing
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)
pytorch fine-tuning compute-efficient-ml large-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-network on-device-training deep-learning tensorflow
Python
•
MIT License
•2•12•0•0•Updated Nov 1, 2023Nov 1, 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-networks offloading tensorflow
Python
•1•17•0•0•Updated Apr 13, 2023Apr 13, 2023