Liangcai Gao

Orcid: 0000-0002-5196-4825

According to our database1, Liangcai Gao authored at least 109 papers between 2008 and 2024.

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Bibliography

2024
Table image dewarping with key element segmentation.
Int. J. Document Anal. Recognit., September, 2024

CJEval: A Benchmark for Assessing Large Language Models Using Chinese Junior High School Exam Data.
CoRR, 2024

LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning.
CoRR, 2024

MultiMath: Bridging Visual and Mathematical Reasoning for Large Language Models.
CoRR, 2024

Vote&Mix: Plug-and-Play Token Reduction for Efficient Vision Transformer.
CoRR, 2024

SketchRef: A Benchmark Dataset and Evaluation Metrics for Automated Sketch Synthesis.
CoRR, 2024

TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition.
CoRR, 2024

SegHist: A General Segmentation-based Framework for Chinese Historical Document Text Line Detection.
CoRR, 2024

CLoG: Benchmarking Continual Learning of Image Generation Models.
CoRR, 2024

Reasoning on Efficient Knowledge Paths: Knowledge Graph Guides Large Language Model for Domain Question Answering.
CoRR, 2024

Enhancing Transformer-Based Table Structure Recognition for Long Tables.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

An Efficient Subgraph GNN with Provable Substructure Counting Power.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

ICAL: Implicit Character-Aided Learning for Enhanced Handwritten Mathematical Expression Recognition.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

DocTabQA: Answering Questions from Long Documents Using Tables.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

SegHist: A General Segmentation-Based Framework for Chinese Historical Document Text Line Detection.
Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

Recognition-Guided Diffusion Model for Scene Text Image Super-Resolution.
Proceedings of the IEEE International Conference on Acoustics, 2024

Maskstr: Guide Scene Text Recognition Models with Masking.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Efficiently Counting Substructures by Subgraph GNNs without Running GNN on Subgraphs.
CoRR, 2023

Cycle Invariant Positional Encoding for Graph Representation Learning.
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

A Character-Level Document Key Information Extraction Method with Contrastive Learning.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

An Iterative Graph Learning Convolution Network for Key Information Extraction Based on the Document Inductive Bias.
Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
Neural Approximation of Extended Persistent Homology on Graphs.
CoRR, 2022

Neural Approximation of Graph Topological Features.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Compute Like Humans: Interpretable Step-by-step Symbolic Computation with Deep Neural Network.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Cycle Representation Learning for Inductive Relation Prediction.
Proceedings of the International Conference on Machine Learning, 2022

CoMER: Modeling Coverage for Transformer-Based Handwritten Mathematical Expression Recognition.
Proceedings of the Computer Vision - ECCV 2022, 2022

MIR: A Benchmark for Molecular Image Retrival with a Cross-modal Pretraining Framework.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021
A Topological View of Rule Learning in Knowledge Graphs.
CoRR, 2021

MathBERT: A Pre-Trained Model for Mathematical Formula Understanding.
CoRR, 2021

Automatic Description Construction for Math Expression via Topic Relation Graph.
CoRR, 2021

Persistence Homology for Link Prediction: An Interactive View.
CoRR, 2021

Link Prediction with Persistent Homology: An Interactive View.
Proceedings of the 38th International Conference on Machine Learning, 2021

NTable: A Dataset for Camera-Based Table Detection.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Handwritten Mathematical Expression Recognition with Bidirectionally Trained Transformer.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Formula Citation Graph Based Mathematical Information Retrieval.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Image to LaTeX with Graph Neural Network for Mathematical Formula Recognition.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

Rethinking Table Structure Recognition Using Sequence Labeling Methods.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

An Infantile Hemangioma Dataset IH-2021 and a Deep Learning based Recognition Method on it.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020
ConvMath: A Convolutional Sequence Network for Mathematical Expression Recognition.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Automatic Generation of Headlines for Online Math Questions.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Weakly supervised precise segmentation for historical document images.
Neurocomputing, 2019

A GAN-Based Feature Generator for Table Detection.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A YOLO-Based Table Detection Method.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

ICDAR 2019 Competition on Table Detection and Recognition (cTDaR).
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

A non-local based segmentation method for Pelvic MR Images.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2018
Combining Pyramid Pooling and Attention Mechanism for Pelvic MR Image Semantic Segmentaion.
CoRR, 2018

Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

APNet: Semantic Segmentation for Pelvic MR Image.
Proceedings of the Pattern Recognition and Computer Vision - First Chinese Conference, 2018

Formula Ranking within an Article.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

A Sequence Labeling Based Approach for Character Segmentation of Historical Documents.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Mathematics Content Understanding for Cyberlearning via Formula Evolution Map.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Benchmark for Automatic Acral Melanoma Preliminary Screening.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Using Deep Learning Method for Classification: A Proposed Algorithm for the ISIC 2017 Skin Lesion Classification Challenge.
CoRR, 2017

Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?
CoRR, 2017

Automatic Document Metadata Extraction Based on Deep Networks.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

A Symbol Dominance Based Formulae Recognition Approach for PDF Documents.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

CNN Based Page Object Detection in Document Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

A Deep Learning-Based Formula Detection Method for PDF Documents.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Competition on Page Object Detection.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Community-based Cyberreading for Information Understanding.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

The Math Retrieval System of ICST for NTCIR-12 MathIR Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

A Mathematical Information Retrieval System Based on RankBoost.
Proceedings of the 16th ACM/IEEE-CS on Joint Conference on Digital Libraries, 2016

Information Extraction from Resume Documents in PDF Format.
Proceedings of the Document Recognition and Retrieval XXIII, 2016

A Table Detection Method for PDF Documents Based on Convolutional Neural Networks.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Scientific Information Understanding via Open Educational Resources (OER).
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

A User-Oriented Special Topic Generation System for Digital Newspaper.
Proceedings of the Natural Language Processing and Chinese Computing - 4th CCF Conference, 2015

WikiMirs 3.0: A Hybrid MIR System Based on the Context, Structure and Importance of Formulae in a Document.
Proceedings of the 15th ACM/IEEE-CE Joint Conference on Digital Libraries, 2015

Classification of forms with similar layouts based on Mixed Gaussian Weighted Mask.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Cross-reference identification within a document.
Proceedings of the Document Recognition and Retrieval XXII, 2015

Chronological Citation Recommendation with Information-Need Shifting.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Automatic comic page segmentation based on polygon detection.
Multim. Tools Appl., 2014

Mathematical formula identification and performance evaluation in PDF documents.
Int. J. Document Anal. Recognit., 2014

Open educational resource based information understanding via pdf document interaction.
Proceedings of the ACM Web Science Conference, 2014

A mathematics retrieval system for formulae in layout presentations.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

ICST Math Retrieval System for NTCIR-11 Math-2 Task.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

Full-text based context-rich heterogeneous network mining approach for citation recommendation.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Comic2CEBX: A system for automatic comic content adaptation.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Plane Geometry Figure Retrieval Based on Bilayer Geometric Attributed Graph Matching.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Automatic comic page image understanding based on edge segment analysis.
Proceedings of the Document Recognition and Retrieval XXI, 2014

Ground-Truth and Performance Evaluation for Page Layout Analysis of Born-Digital Documents.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Plane Geometry Figure Retrieval with Bag of Shapes.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation.
Proceedings of the 5th International Workshop on Web-scale Knowledge Representation Retrieval & Reasoning, 2014

Scaffolding of scientific publications with open educational resources (OER).
Proceedings of the Connecting Collections, Cultures, and Communities, 2014

2013
Newspaper article reconstruction using ant colony optimization and bipartite graph.
Appl. Soft Comput., 2013

WikiMirs: a mathematical information retrieval system for wikipedia.
Proceedings of the 13th ACM/IEEE-CS Joint Conference on Digital Libraries, 2013

Stroke-Based Character Segmentation of Low-Quality Images on Ancient Chinese Tablet.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

A Text Line Detection Method for Mathematical Formula Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Unsupervised Speech Text Localization in Comic Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012
Web-based citation parsing, correction and augmentation.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

A graph-based method of newspaper article reconstruction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Identification of embedded mathematical formulas in PDF documents using SVM.
Proceedings of the Document Recognition and Retrieval XIX, 2012

Performance Evaluation of Mathematical Formula Identification.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011
An Efficient Pre-processing Method to Identify Logical Components from PDF Documents.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Structure extraction from PDF-based book documents.
Proceedings of the 2011 Joint International Conference on Digital Libraries, 2011

Mathematical Formula Identification in PDF Documents.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Metadata Extraction System for Chinese Books.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

A Table Detection Method for Multipage PDF Documents via Visual Seperators and Tabular Structures.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Reflowing-driven paragraph recognition for electronic books in PDF.
Proceedings of the Document Recognition and Retrieval XVIII, 2011

2010
MC-JBIG2: an improved algorithm for Chinese textual image compression.
Int. J. Document Anal. Recognit., 2010

Multi-page document analysis based on format consistency and clustering.
Int. J. Comput. Appl. Technol., 2010

2009
XEB: a markup language document container format suitable for handheld devices.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

CEBBIP: a parser of bibliographic information in chinese electronic books.
Proceedings of the 2009 Joint International Conference on Digital Libraries, 2009

Analysis of Book Documents' Table of Content Based on Clustering.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
A mixed approach to auto-detection of page body.
Proceedings of the Document Recognition and Retrieval XV, 2008

A mixed approach to book splitting.
Proceedings of the Document Recognition and Retrieval XV, 2008

Comprehensive Global Typography Extraction System for Electronic Book Documents.
Proceedings of the Eighth IAPR International Workshop on Document Analysis Systems, 2008


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