Popular GitHub Repositories for Meng Ece

ECE 535 - Course Project, Deep Learning Framework

Jupyter Notebook tutorials for ECE 046211 Deep Learning course at the Technion

This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under conditions of uncertain commitment of EV owners. The problem is modelled as a multi-objective multi-agent cooperative game. Project is part of fulfillment criteria for ECE 730 course at the University of Alberta.

ECE 188: Computer Security. Repository for "NLP-based Malware Detection on PDFs". Utilizing NLP techniques & transformer models to perform malware detection in PDFs.

?Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

[ICML 2021] "Double-Win Quant: Aggressively Winning Robustness of Quantized DeepNeural Networks via Random Precision Training and Inference" by Yonggan Fu, Qixuan Yu, Meng Li, Vikas Chandra, Yingyan Lin

[NAACL 2022] "Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training", Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weipinng Wang, Jie Zhou

NLP project myself, and Ye Fan developed for ECE 657.

Zero-Shot Text to Video Generation

The implementation code of article"Cui W, Meng D, Lu K, et al. Automatic segmentation of ultrasound images using SegNet and local Nakagami distribution fitting model[J]. Biomedical Signal Processing and Control, 2023, 81: 104431."

Summer Research on Approaches to Industrial Recommender Systems implemented by organizations such as YouTube, Spotify and Netflix along with ways of implementing Deep Learning and Neural Networks in generating relevant and meaningful recommendations for users.

MEng Final Year Project - Reinforcement Learned Collision Avoidance

MEng project on Mitigating Hallucinations in LLMs

ECE-5424 Advanced Machine Learning Final Project - LLM Prompt Recovery task

MATLAB FMCW radar simulation with ML classification of Human / Car / Drone using Doppler signatures. RF project by Brian Rono.

Course Project for ECE 285 Special Topics in Robotics : Machine Learning for Image Processing, taken during Fall 2019

? Curate academic openings for PhDs, RAs, and Interns in CS, ECE, and AI with AIOpenings to streamline your search for opportunities.

A tool for detecting Self-Admitted Security Debt (SASD) in software projects using NLP. Developed as part of my MEng dissertation at Queen's University Belfast.

Quantum Generative Adversarial Network implementation for learning random distributions, made for self-tutoring and the related course during my ECE studies.

Neural Networks & Intelligent Computer Systems - Lab Projects [ECE NTUA]