06/2021 New preprint Is Homophily a Necessity for Graph Neural Networks?.
05/2021 Our paper Graph Adversarial Attack via Rewiring is accepted by KDD2021.
05/2021 Our paper Elastic Graph Neural Networks is accepted by ICML2021.
04/2021 I was selected as Top 100 Chinese New Stars in Artificial Intelligence by Baidu Scholar
04/2021 Invited to serve as a PC member of CIKM2021.
02/2021 Check out our tutorial about Graph Neural Networks here.
12/2020 Invited to serve as a PC member of ICML2021.
12/2020 Invited to serve as a Senior PC member of IJCAI2021.
11/2020 Invited to serve as a PC member of KDD2021.
10/2020 Our paper “Node Similarity Preserving Graph Convolutional Networks” is accepted by WSDM2021.
10/2020 Our tutorial “Graph Neural Networks: Models and Applications” is accepted by AAAI2021.
10/2020 Our paper CopyAttack: Attacking Black-box Recommendations via Copying Cross-domain User Profiles is accepted by ICDE2020.
08/2020 Our new book about “Deep Learning on Graphs” is publicly availible. Visit here for details!
08/2020 Two papers accepted by ICDM 2020.
06/2020 New preprint on Non-IID GNNs is released here.
05/2020 Our tutorial “Deep Graph Learning: Foundations, Advances and Applications” is accepted by KDD2020.
05/2020 Our paper “Graph Structure Learning for Robust Graph Neural Networks” is accepted by KDD2020 (preprint here).
04/2020 Received the Outstanding Graduate Student Award (2019-20).
04/2020 Our paper “Streaming Graph Neural Networks” is accepted by SIGIR2020.
04/2020 Received the FAST Fellowship (2020-21).
02/2020 Invited to serve as session chair for “Application: Social and Information Networks” at AAAI2020.
01/2020 Our paper “Traffic Flow Prediction via Spatial Temporal Graph Neural Network” is accepted by WWW2020.
12/2019 Our paper “Deep Adversarial Canonical Correlation Analysis” is accepted by SDM 2020.
12/2019 Invited to serve as PC member for IJCAI2020.
11/2019 Invited to serve as PC menber for DLGMA@AAAI2020.
10/2019 Our paper “Epidemic Graph Convolutional Network” is accepted by WSDM2020.
09/2019 A survey titled “Adversarial Attacks and Defenses in Images, Graphs and Text: A Review” is released here.
09/2019 Our tutorial “Graph Neural Networks: Models and Applications” is accepted by AAAI2020.
08/2019 Invited to serve as PC member for AAAI2020.
07/2019 New preprint on R-TRANSFORMER is released here.
06/2019 New preprint on Attacking Graph Convolutional Networks via Rewiring is released here.
06/2019 Our paper “Deep Social Collaborative Filtering” is accepted by RecSys 2019 (preprint here).
06/2019 Received a Student Travel Award to attend KDD 2019.
05/2019 Our paper “Deep Adversarial Social Recommendation” is accepted by IJCAI 2019 (preprint here).
04/2019 Our paper “Graph Convolutional Networks with EigenPooling” is accepted by KDD 2019 (preprint here).
04/2019 Invited to serve as PC member of BigData 2019.
03/2019 Received a SIAM Student Travel Award to attend SDM 2019.
01/2019 Our paper “Graph Neural Networks for Social Recmmendation” is accepted by WWW 2019 (preprint here).
12/2018 Our paper “Multi-dimensional Graph Convolutional Neural Networks” is accepted by SDM 2019 (preprint here).
10/2018 New preprint on Streaming Graph Neural Networks is released here.
08/2018 New preprint on Multi-dimensional Graph Convolutional Neural Networks is released here.
08/2018 New preprint on Linked RNN is released here.
08/2018 Our paper “Signed Graph Convolutional Neural Networks” is accepted by ICDM 2018 (preprint here).
08/2018 Invited to serve as a PC member of BigData 2018.
06/2018 Our paper “Local and Global Information Preserved Network Embedding” is accepted by ASONAM 2018 (paper).
10/2017 Our paper “Multidimensional Network Embedding with Hierarchical Structures” is accepted by WSDM 2018 (preprint here).
09/2017 Our paper “Network Embedding with Centrality Information” is accepted by PhD Forum, ICDM 2017 (paper).