1 citations · 1 across the 4 of their papers we have counts for
4 papers
Decentralized Statistical Inference with Unrolled Graph Neural Networks
He Wang, Yifei Shen, Ziyuan Wang +4
In this paper, we investigate the decentralized statistical inference problem, where a network of agents cooperatively recover a (structured) vector from private noisy samples with…
SAS: A Simple, Accurate and Scalable Node Classification Algorithm
Ziyuan Wang, Feiming Yang, Rui Fan
Graph neural networks have achieved state-of-the-art accuracy for graph node classification. However, GNNs are difficult to scale to large graphs, for example frequently encounteri…
LeaveNow: A Social Network-based Smart Evacuation System for Disaster Management
Ziyuan Wang, Jianbin Tang, Yini Wang +2
The importance of timely response to natural disasters and evacuating affected people to safe areas is paramount to save lives. Emergency services are often handicapped by the amou…
Decentralized Traffic Management Strategies for Sensor-Enabled Cars
Ziyuan Wang, Lars Kulik, Kotagiri Ramamohanarao
Traffic Congestions and accidents are major concerns in today's transportation systems. This thesis investigates how to optimize traffic flow on highways, in particular for merging…