45 citations · 50 across the 3 of their papers we have counts for
5 papers
Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty
Yilun Lin, Chaochao Chen, Cen Chen +1
Federated learning (FL) has attracted increasing attention in recent years. As a privacy-preserving collaborative learning paradigm, it enables a broader range of applications, esp…
GPO: Global Plane Optimization for Fast and Accurate Monocular SLAM Initialization
Sicong Du, Hengkai Guo, Yao Chen +4
Initialization is essential to monocular Simultaneous Localization and Mapping (SLAM) problems. This paper focuses on a novel initialization method for monocular SLAM based on plan…
Not at Home on the Range: Peer Production and the Urban/Rural Divide
Isaac Johnson, Allen Yilun Lin, Toby Jia-Jun Li +4
Wikipedia articles about places, OpenStreetMap features, and other forms of peer-produced content have become critical sources of geographic knowledge for humans and intelligent te…
An Efficient Deep Reinforcement Learning Model for Urban Traffic Control
Yilun Lin, Xingyuan Dai, Li Li +1
Urban Traffic Control (UTC) plays an essential role in Intelligent Transportation System (ITS) but remains difficult. Since model-based UTC methods may not accurately describe the…
DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction
Xingyuan Dai, Rui Fu, Yilun Lin +2
In this paper, we consider the temporal pattern in traffic flow time series, and implement a deep learning model for traffic flow prediction. Detrending based methods decompose ori…