Search Results for author: Yu-Cheng Lin

Found 5 papers, 2 papers with code

An Attention-based Graph Neural Network for Heterogeneous Structural Learning

1 code implementation19 Dec 2019 Huiting Hong, Hantao Guo, Yu-Cheng Lin, Xiaoqing Yang, Zang Li, Jieping Ye

In this paper, we focus on graph representation learning of heterogeneous information network (HIN), in which various types of vertices are connected by various types of relations.

Graph Embedding Graph Representation Learning +2

AHINE: Adaptive Heterogeneous Information Network Embedding

no code implementations20 Aug 2019 Yu-Cheng Lin, Xiaoqing Yang, Zang Li, Jieping Ye

In this paper, we propose two novel algorithms, GHINE (General Heterogeneous Information Network Embedding) and AHINE (Adaptive Heterogeneous Information Network Embedding), to compute distributed representations for elements in heterogeneous networks.

Link Prediction Network Embedding +1

Globalness Detection in Online Social Network

no code implementations18 Dec 2018 Yu-Cheng Lin, Chun-Ming Lai, S. Felix Wu, George A. Barnett

Classification problems have made significant progress due to the maturity of artificial intelligence (AI).

Classification General Classification

Hybrid multilane models for highway traffic

1 code implementation10 Aug 2018 Taiyi Zhang, Yu-Cheng Lin

Three schemes are considered: a symmetric model, in which all lanes are driving lanes, an asymmetric model, in which the right lane is a driving lane and the other lanes are overtaking lanes, a hybrid model, in which the leftmost lane is an overtaking lane and all the other lanes are driving lanes.

Physics and Society Cellular Automata and Lattice Gases

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