287 citations · 320 across the 11 of their papers we have counts for
6 papers · 1 filter
Explaining Synergistic Effects in Social Recommendations
Yicong Li, Shan Jin, Qi Liu +6
In social recommenders, the inherent nonlinearity and opacity of synergistic effects across multiple social networks hinders users from understanding how diverse information is lev…
How to optimize an academic team when the outlier member is leaving?
Shuo Yu, Jiaying Liu, Feng Xia +2
An academic team is a highly-cohesive collaboration group of scholars, which has been recognized as an effective way to improve scientific output in terms of both quality and quant…
Turing Number: How Far Are You to A. M. Turing Award?
Feng Xia, Jiaying Liu, Jing Ren +2
The ACM A.M. Turing Award is commonly acknowledged as the highest distinction in the realm of computer science. Since 1960s, it has been awarded to computer scientists who made out…
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…
DINE: A Framework for Deep Incomplete Network Embedding
Ke Hou, Jiaying Liu, Yin Peng +3
Network representation learning (NRL) plays a vital role in a variety of tasks such as node classification and link prediction. It aims to learn low-dimensional vector representati…
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…