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03/19/2023
Efficiently Counting Substructures by Subgraph GNNs without Running GNN on Subgraphs
Using graph neural networks (GNNs) to approximate specific functions suc...
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03/13/2023
Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling
Table structure recognition aims to extract the logical and physical str...
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07/10/2022
CoMER: Modeling Coverage for Transformer-based Handwritten Mathematical Expression Recognition
The Transformer-based encoder-decoder architecture has recently made sig...
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01/28/2022
Neural Approximation of Extended Persistent Homology on Graphs
Persistent homology is a widely used theory in topological data analysis...
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10/06/2021
A Topological View of Rule Learning in Knowledge Graphs
Inductive relation prediction is an important learning task for knowledg...
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05/06/2021
Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer
Encoder-decoder models have made great progress on handwritten mathemati...
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05/02/2021
MathBERT: A Pre-Trained Model for Mathematical Formula Understanding
Large-scale pre-trained models like BERT, have obtained a great success ...
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04/24/2021
Automatic Description Construction for Math Expression via Topic Relation Graph
Math expressions are important parts of scientific and educational docum...
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03/27/2021
Community-based Cyberreading for Information Understanding
Although the content in scientific publications is increasingly challeng...
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02/20/2021
Persistence Homology for Link Prediction: An Interactive View
Link prediction is an important learning task for graph-structured data....
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12/23/2020
ConvMath: A Convolutional Sequence Network for Mathematical Expression Recognition
Despite the recent advances in optical character recognition (OCR), math...
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11/27/2019
Automatic Generation of Headlines for Online Math Questions
Mathematical equations are an important part of dissemination and commun...
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12/31/2018
Mathematics Content Understanding for Cyberlearning via Formula Evolution Map
Although the scientific digital library is growing at a rapid pace, scho...
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12/31/2018
Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph
While the volume of scholarly publications has increased at a frenetic p...
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06/01/2018
APNet: Semantic Segmentation for Pelvic MR Image
One of the time-consuming routine work for a radiologist is to discern a...
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03/07/2017