I am an assistant professor at the School of Cyber Science and Technology, and also a researcher at the Advanced Innovation Center for Big Data and Brain Computing at the Beihang University.
I aim to make artificial intelligence technology easier and more accessible in industry. My broad research interests include big data analysis and artificial intelligence, social data representation, spatio-temporal data prediction, and industrial data mining and system. My work often uses machine learning as a design methodology.
One paper was selected as ESI Hot or Highly Cited Paper in Web of Science
The excellent doctor degree dissertation of Chinese Association for Artificial Intelligence
The outstanding graduates of Beihang University
The first prize of the Technology Invention Award of the Chinese Institute of Electronics
The first prize of excellent scientific research of National Computer Network Emergency Technology Processing and Coordination Center
The National scholarship for doctoral students
New article acceptance
[Mar,2021]Our paper on HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization is accepted by NAACL-HLT 2021.
[Mar,2021]Our paper on Large-Scale Hierarchical Text Classification with Recursively Regularized DeepGraph-CNN is selected into the list of most influential papers of WWW.
[Feb,2021]Our paper on A Scalable Random-Walk based Network Embedding Framework is accepted by JAIR 2021
[Feb,2021]Our paper on Prediction of Vehicle Order Quantity is accepted by ACM TIST 2021
[Feb,2021]Our paper on Dynamic Heterogeneous Information Networks is accepted by TC 2021
[Jan,2021]Our paper on Streaming Social Event Detection and Evolution Discovery is accepted by TKDD 2021
[Jan,2021]Our paper on KG-BART：Generative Commonsense Reasoning is accepted by AAAI 2021
[Jan,2021]Our paper on Adversarial Directed Graph Embedding is accepted by AAAI 2021
[Jan,2021]Our paper on Social Event Detection is accepted by Web Conference 2021
[Jan,2021]Our paper on Subgraph Neural Network is accepted by Web Conference 2021
[Jan,2021]Our paper on Entity Synonyms Discovery is accepted by DASFAA 2021
[Dec,2020]Our paper on Hyperbolic Variational Dynamic Graph Embedding is accepted by AAAI 2021
[Oct,2020]Our paper on Hierarchical Bi-Directional Self-Attention Networks is accepted by COLING 2020
[Aug,2020]Our paper on Pairwise Learning in Large-Scale Heterogeneous is accepted by ICDM 2020
[Jul,2020]Our paper on Graph Neural Network-based Fraud Detectors is accepted by CIKM 2020
[May,2020]Our paper on Heterogeneous Attentional Graph Convolutional Networks is accepted by SIGIR 2020
[Apr,2020]Our paper on Heterogeneous Information Network is accepted by IEEE TKDE 2020
[Jan,2020]Our paper on Generative Adversarial Nets for Urban Crowd Flow Prediction is accepted by ACM TSAS 2020
[Jan,2020]Our paper on Spatial Temporal Incidence Dynamic Graph Neural Networks is accepted by Information Sciences 2020
[NOV,2019]Our paper on Subgraph-level Attentional Convolutional Network for Graph Classification is accepted by AAAI 2020
Selected Professional Services
[Dec,2020]Lead Guest Editor:IEEE Transaction on Knowledge and Data Engineering (TKDE) (IEEE, CCF A IF: 4.935)
[Dec,2020]Lead Guest Editor:ACM Transactions on Intelligent Systems and Technology (TIST) (ACM, SCI IF: 2.672)