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.

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.

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".

Counting currency from video using RepNet as a base model.