Di Niu

Malware detection, classification and analysis through continual learning of deep neural networks and large language models

Principal investigators: Niu, Di D

Keywords: continual learning; cybersecurity; federated learning; knowledge distillation; large language model; malware analysis; malware classification; mixture-of-experts; model compression; neural architecture search

Assessment of Methane Emission Source Characteristics from Oil and Gas Operations Using Satellite, Weather, Environmental, and Operational Data

Principal investigators: Leung, Juliana J

Keywords: data analytics; deep learning; domain knowledge; GHG Tracking; large-scale monitoring; machine learning; methane emissions; oil and gas operations; satellite data; source characteristics

Distributed Optimization for Machine Learning on Decentralized Data and Features

Principal investigators: Niu, Di

Keywords: ADMM; Communication Compression; Data Management; Decentralization; Distributed Optimization; Machine Learning; Parallel and Distributed Algorithms; Parameter Servers; Stochastic Optimization

Advanced Malware Detection Techniques based on Artificial Intelligence and Distributed Machine Learning

Principal investigators: Niu, Di

Machine learning for cybersecurity

Principal investigators: Niu, Di

Analyzing real estate transaction and pricing data via statistical machine learning

Principal investigators: Niu, Di

Data analytics and recommendation system design for E-Learning

Principal investigators: Niu, Di

Recommendation Systems for Kobo and Wireless Sensor Networks for Meridian

Principal investigators: Niu, Di

Data-Intensive Real-Estate Information Processing and Display through an Integrated Online Service

Principal investigators: Niu, Di

Seeking possible support for research on intelligent real estate valuation and pricing prediction services based on machine learning and big data analysis

Principal investigators: Niu, Di