Pinned

1. pittisl/ElasticTrainer pittisl/ElasticTrainer Public

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

   Python 12 2

2. pittisl/GreenTrainer pittisl/GreenTrainer Public

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

   Python 8 2

3. pittisl/AgileNN pittisl/AgileNN Public

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

   Python 12 1

4. pittisl/mPnP-LLM pittisl/mPnP-LLM Public

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

   Python 5 1

5. pittisl/FreezeAsGuard pittisl/FreezeAsGuard Public

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

   Python

6. pittisl/Generative-AI-Tutorial pittisl/Generative-AI-Tutorial Public

   A subjective learning guide for generative AI research

   35 9