01 November 2021
Our new paper “MultiCapsNet: A General Framework for Data Integration and Interpretable Classification(2021)” has been accepted by Frontiers in Genetics, download it on KDD
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01 June 2021
Our new paper “TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data(2021)” has been accepted by KDD, download it on KDD
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01 April 2021
Our new paper “Gumbel-softmax-based Optimization: A Simple General Framework for Optimization Problems on Graphs” has been delivered online, download it on arxiv!
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01 March 2021
Our new paper “Learning Universal Network Representation via Link Prediction by Graph Convolutional Neural Network” has been pubslished in “Journal of Social Computing”! view it online!
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01 March 2021
Our new paper “Discovering latent node Information by graph attention network” has been pubslished in “Scientific Reports”! view it online!
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01 February 2021
Our new paper “Automated Discovery of Interactions and Dynamics for Large Networked Dynamical Systems” has been delivered online, download it on arxiv!
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01 November 2020
Our new paper “An interpretable deep-learning architecture of capsule networks for identifying cell-type gene expression programs from single-cell RNA-sequencing data” has been pubslished in “Nature Machine Intelligence” View it Here!
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01 October 2020
Our new paper “Using learning analytics to understand collective attention in language MOOCs” has been pubslished in “Computer Assisted Language Learning” View it Here!
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01 April 2020
Our new paper “A Topological Analysis of Trade Distance: Evidence from the Gravity Model and Complex Flow Networks” has been accepted! view it online!
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01 January 2020
Our new paper “Complex Network Classification with Convolutional Neural Network” has been accepted by the journal “Tsinghua Science and Technology”, view it here!
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01 January 2020
Our new paper “Inference for Network Structure and Dynamics from Time Series Data via Graph Neural Network” has been delievered online, download it on arxiv!
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01 October 2019
We have published the preview PDF version of our new paper in arxiv :Link Prediction via Graph Attention Network.
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01 October 2019
We co-hosted the event: CCCN2019 Special Session for Graph Networks and Machine Learning with Swarma Club! The official site of the event is CCCN2019 Special Session
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01 September 2019
We have published the preview version of our new paper in arxiv :Gumbel-softmax Optimization: A Simple General Framework for Combinatorial Optimization Problems on Graphs