600 citations · 1.3k across the 42 of their papers we have counts for
5 papers · 1 filter
Graph Convolutional Neural Networks via Motif-based Attention
Hao Peng, Jianxin Li, Qiran Gong +3
Many real-world problems can be represented as graph-based learning problems. In this paper, we propose a novel framework for learning spatial and attentional convolution neural ne…
Rational Recurrences
Hao Peng, Roy Schwartz, Sam Thomson +1
Despite the tremendous empirical success of neural models in natural language processing, many of them lack the strong intuitions that accompany classical machine learning approach…
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention
Chao Yang, Taehwan Kim, Ruizhe Wang +2
Image translation between two domains is a class of problems aiming to learn mapping from an input image in the source domain to an output image in the target domain. It has been a…
Joint Analysis of Individual-level and Summary-level GWAS Data by Leveraging Pleiotropy
Mingwei Dai, Xiang Wan, Hao Peng +5
A large number of recent genome-wide association studies (GWASs) for complex phenotypes confirm the early conjecture for polygenicity, suggesting the presence of large number of va…
Performance Dynamics and Success in Online Games
Anna Sapienza, Hao Peng, Emilio Ferrara
Online data provide a way to monitor how users behave in social systems like social networks and online games, and understand which features turn an ordinary individual into a succ…