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Dongxiao He

Tianjin University

dmkm

graph mining

social network analysis community

ml

recommender systems

graph representation learning

graph based machine learning

social network analysis & community mining

graph contrastive learning

social network analysis & community

ml: neuro-symbolic learning

graph self-supervised learning

graph data mining

graph neural network

unsupervised and self-supervised learning

9

presentations

39

number of views

1

citations

SHORT BIO

Dongxiao He received her Ph.D. degrees in computer science from Jilin University, China, in 2014. She is an Associate Professor in the College of Intelligence and Computing, Tianjin University, China. She has published 16 toptier journal and conference papers. Her current research interests include data mining and network analysis. She serves as senior program committees for conferences AAAI and IJCAI.

Presentations

Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning

Yiqi Dong and 6 other authors

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection | VIDEO

Luzhi Wang and 7 other authors

A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning

Dongxiao He and 5 other authors

Improving Distinguishability of Class for Graph Neural Networks | VIDEO

Dongxiao He and 5 other authors

T2-GNN: Graph Neural Networks for Graphs with Incomplete Features and Structure via Teacher-Student Distillation

li yawen and 5 other authors

Powerful Graph Convolutioal Networks with Adaptive Propagation Mechanism for Homophily and Heterophily

Tao Wang and 4 other authors

Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing

Liang Yang and 8 other authors

Block Modeling-Guided Graph Convolutional Neural Networks

Dongxiao He and 5 other authors

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization

Zhongfen Deng and 4 other authors

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