Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network
Adaptive Model Streaming for real-time video inference on edge devices
[IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, Bo Li
LM-Kit Maestro is a secure, innovative desktop application that orchestrates AI agents offline, empowering you to build personalized chatbots with the advanced capabilities of LM-Kit.NET.
Enable efficient DNN inference on the edge
LLM chatbot example using OpenVINO with RAG (Retrieval Augmented Generation).
Lightweight, extensible, and fair multi- DNN manager for heterogeneous embedded devices.
Code for Task-Oriented Communication for Multi-Device Cooperative Edge Inference, IEEE TWC, Jan. 2023.
Source code of the paper "Private Collaborative Edge Inference via Over-the-Air Computation".
This project is a wearable navigation aid that combines computer vision, edge inference, and obstacle detection. The system provides audio feedback to assist visually impaired individuals in navigating their surroundings.
Counting currency from video using RepNet as a base model.
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