activity
20202023
most citedGripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs

19 citations · 31 across the 5 of their papers we have counts for

collaborators

5 papers

cs.NI2023

A Review of Gaps between Web 4.0 and Web 3.0 Intelligent Network Infrastructure

Zihan Zhou, Zihao Li, Xiaoshuai Zhang +2

World Wide Web is speeding up its pace into an intelligent and decentralized ecosystem, as seen in the campaign of Web 3.0 and forthcoming Web 4.0. Marked by the Europe Commission'…

cs.CL2023★ 1 cited

The ART of Conversation: Measuring Phonetic Convergence and Deliberate Imitation in L2-Speech with a Siamese RNN

Zheng Yuan, Aldo Pastore, Dorina de Jong +3

Phonetic convergence describes the automatic and unconscious speech adaptation of two interlocutors in a conversation. This paper proposes a Siamese recurrent neural network (RNN)…

cs.LG2021

PyKale: Knowledge-Aware Machine Learning from Multiple Sources in Python

Haiping Lu, Xianyuan Liu, Robert Turner +5

Machine learning is a general-purpose technology holding promises for many interdisciplinary research problems. However, significant barriers exist in crossing disciplinary boundar…

cs.LG2020★ 19 cited

GripNet: Graph Information Propagation on Supergraph for Heterogeneous Graphs

Hao Xu, Shengqi Sang, Peizhen Bai +2

Heterogeneous graph representation learning aims to learn low-dimensional vector representations of different types of entities and relations to empower downstream tasks. Existing…

cs.LG2020★ 11 cited

Tri-graph Information Propagation for Polypharmacy Side Effect Prediction

Hao Xu, Shengqi Sang, Haiping Lu

The use of drug combinations often leads to polypharmacy side effects (POSE). A recent method formulates POSE prediction as a link prediction problem on a graph of drugs and protei…