287 citations · 469 across the 8 of their papers we have counts for
9 papers
Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework
Xiangjie Kong, Kailai Wang, Mingliang Hou +3
Traffic flow prediction is an integral part of an intelligent transportation system and thus fundamental for various traffic-related applications. Buses are an indispensable way of…
CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs
Feng Xia, Lei Wang, Tao Tang +4
Graph Convolutional Networks (GCNs) have achieved impressive performance in a wide variety of areas, attracting considerable attention. The core step of GCNs is the information-pas…
Matching Algorithms: Fundamentals, Applications and Challenges
Jing Ren, Feng Xia, Xiangtai Chen +5
Matching plays a vital role in the rational allocation of resources in many areas, ranging from market operation to people's daily lives. In economics, the term matching theory is…
Understanding the Advisor-advisee Relationship via Scholarly Data Analysis
Jiaying Liu, Tao Tang, Xiangjie Kong +3
Advisor-advisee relationship is important in academic networks due to its universality and necessity. Despite the increasing desire to analyze the career of newcomers, however, the…
Implicit Multi-feature Learning for Dynamic Time Series Prediction of the Impact of Institutions
Xiaomei Bai, Fuli Zhang, Jie Hou +3
Predicting the impact of research institutions is an important tool for decision makers, such as resource allocation for funding bodies. Despite significant effort of adopting quan…
A Survey on Human-centric Communications in Non-cooperative Wireless Relay Networks
Behrouz Jedari, Feng Xia, Zhaolong Ning
The performance of data delivery in wireless relay networks (WRNs), such as delay-tolerant networks and device-to-device communications heavily relies on the cooperation of mobile…