287 citations · 560 across the 9 of their papers we have counts for
10 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…
Multivariate Relations Aggregation Learning in Social Networks
Jin Xu, Shuo Yu, Ke Sun +4
Multivariate relations are general in various types of networks, such as biological networks, social networks, transportation networks, and academic networks. Due to the principle…
Random Walks: A Review of Algorithms and Applications
Feng Xia, Jiaying Liu, Hansong Nie +3
A random walk is known as a random process which describes a path including a succession of random steps in the mathematical space. It has increasingly been popular in various disc…
Adaptive Beaconing Approaches for Vehicular ad hoc Networks: A Survey
Syed Adeel Ali Shah, Ejaz Ahmed, Feng Xia +3
Vehicular communication requires vehicles to self-organize through the exchange of periodic beacons. Recent analysis on beaconing indicates that the standards for beaconing restric…
A Survey on Routing and Data Dissemination in Opportunistic Mobile Social Networks
Behrouz Jedari, Feng Xia
Opportunistic mobile social networks (MSNs) are modern paradigms of delay tolerant networks that consist of mobile users with social characteristics. The users in MSNs communicate…