439 citations · 1.1k across the 29 of their papers we have counts for
Showing 2016Show all
3 papers · 1 filter
cs.SI2016★ 39 cited
DeepCas: an End-to-end Predictor of Information Cascades
Cheng Li, Jiaqi Ma, Xiaoxiao Guo +1
Information cascades, effectively facilitated by most social network platforms, are recognized as a major factor in almost every social success and disaster in these networks. Can…
cs.SI2016★ 15 cited
DeepGraph: Graph Structure Predicts Network Growth
Cheng Li, Xiaoxiao Guo, Qiaozhu Mei
The topological (or graph) structures of real-world networks are known to be predictive of multiple dynamic properties of the networks. Conventionally, a graph structure is represe…
cs.AI2016★ 9 cited
Deep Learning for Reward Design to Improve Monte Carlo Tree Search in ATARI Games
Xiaoxiao Guo, Satinder Singh, Richard Lewis +1
Monte Carlo Tree Search (MCTS) methods have proven powerful in planning for sequential decision-making problems such as Go and video games, but their performance can be poor when t…