Fan Mo

Time Distribution Based Diversified Point of Interest Recommendation

2020

In location-based social networks (LBSNs), personalized point-of-interest (POI) recommendation helps users mine their interests and find new locations conveniently and quickly. It is one of the most important services to improve users' quality of life …

Point of Interest Recommendation Acceleration Using Clustering

2021

Point of Interest (POI) recommendation systems exploit information in location-based social networks to predict locations that users may be interested in. POI recommendations have been widely adopted in many applications, which are helpful for daily …

Quantifying and Localizing Usable Information Leakage from Neural Network Gradients

2021 · arXiv (Cornell University)

In collaborative learning, clients keep their data private and communicate only the computed gradients of the deep neural network being trained on their local data. Several recent attacks show that one can still extract private …

A novel multi-step ahead solar power prediction scheme by deep learning on transformer structure

2024 · Renewable Energy

Photovoltaic (PV) power generation inherently possesses uncertainty and is susceptible to significant short-term fluctuations, posing a notable risk to power grid stability. To address this challenge, accurate solar irradiance prediction emerges as a viable solution …