
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