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

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.

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.