476 citations · 930 across the 34 of their papers we have counts for
4 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…
Modeling relation paths for knowledge base completion via joint adversarial training
Chen Li, Xutan Peng, Shanghang Zhang +5
Knowledge Base Completion (KBC), which aims at determining the missing relations between entity pairs, has received increasing attention in recent years. Most existing KBC methods…
A Lightweight Music Texture Transfer System
Xutan Peng, Chen Li, Zhi Cai +3
Deep learning researches on the transformation problems for image and text have raised great attention. However, present methods for music feature transfer using neural networks ar…
Inferring Multiplex Diffusion Network via Multivariate Marked Hawkes Process
Peiyuan Suny, Jianxin Li, Yongyi Mao +2
Understanding the diffusion in social network is an important task. However, this task is challenging since (1) the network structure is usually hidden with only observations of ev…