Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Neuron with Steady Response Leads to Better Generalization.

[BibT_eX]

[DOI]

Qiang Fu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

LibDB: An Effective and Efficient Framework for Detecting Third-Party Libraries in Binaries.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

pureGAM: Learning an Inherently Pure Additive Model.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

ML4S: Learning Causal Skeleton from Vicinal Graphs.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

On the Evaluation of Neural Code Summarization.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

RACE: Retrieval-augmented Commit Message Generation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Accelerating Code Search with Deep Hashing and Code Classification.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Historical Spectrum Based Fault Localization.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2021

Source Free Unsupervised Graph Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

A Unified and Fast Interpretable Model for Predictive Analytics.

[BibT_eX]

[DOI]

CoRR, 2021

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.

[BibT_eX]

[DOI]

CoRR, 2021

FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining.

[BibT_eX]

[DOI]

CoRR, 2021

Neural Code Summarization: How Far Are We?

[BibT_eX]

[DOI]

CoRR, 2021

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning for Semantic Code Search.

[BibT_eX]

[DOI]

CoRR, 2021

CoCoSum: Contextual Code Summarization with Multi-Relational Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Understanding and Improvement of Adversarial Training for Network Embedding from an Optimization Perspective.

[BibT_eX]

[DOI]

CoRR, 2021

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Table2Charts: Recommending Charts by Learning Shared Table Representations.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TUTA: Tree-based Transformers for Generally Structured Table Pre-training.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Semantic table structure identification in spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

On the Evaluation of Commit Message Generation Models: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2021

CAST: Enhancing Code Summarization with Hierarchical Splitting and Reconstruction of Abstract Syntax Trees.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Neuron Campaign for Initialization Guided by Information Bottleneck Theory.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Is a Single Model Enough? MuCoS: A Multi-Model Ensemble Learning Approach for Semantic Code Search.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Structure-aware Pre-training for Table Understanding with Tree-based Transformers.

[BibT_eX]

[DOI]

CoRR, 2020

Table2Charts: Learning Shared Representations for Recommending Charts on Multi-dimensional Data.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Formatting Style Transfer and Structure Extraction for Spreadsheet Tables with a Hybrid Neural Network Architecture.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Neural Formatting for Spreadsheet Tables.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Reliable and Efficient Anytime Skeleton Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

TableSense: Spreadsheet Table Detection with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Systematically Ensuring the Confidence of Real-Time Home Automation IoT Systems.

[BibT_eX]

[DOI]

ACM Trans. Cyber Phys. Syst., 2018

Automated refactoring of nested-IF formulae in spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Expandable group identification in spreadsheets.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

2017

Extracting Top-K Insights from Multi-dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Precise condition synthesis for program repair.

[BibT_eX]

[DOI]

Proceedings of the 39th International Conference on Software Engineering, 2017

2016

Systematically Debugging IoT Control System Correctness for Building Automation.

[BibT_eX]

[DOI]

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

2015

Uncovering JavaScript Performance Code Smells Relevant to Type Mutations.

[BibT_eX]

[DOI]

Proceedings of the Programming Languages and Systems - 13th Asian Symposium, 2015

2014

Comprehending performance from real-world execution traces: a device-driver case.

[BibT_eX]

[DOI]

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

2013

Software Analytics in Practice.

[BibT_eX]

[DOI]

IEEE Softw., 2013

Context-sensitive delta inference for identifying workload-dependent performance bottlenecks.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Software Testing and Analysis, 2013

2012

Performance debugging in the large via mining millions of stack traces.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Software Engineering, 2012

Teaching and Training for Software Analytics.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE Conference on Software Engineering Education and Training, 2012

2009

A Unified Framework for Recognizing Handwritten Chemical Expressions.

[BibT_eX]

[DOI]

Ming Chang

Shi Han

Dongmei Zhang

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2007

Systematic Multi-Path HMM Topology Design for Online Handwriting Recognition of East Asian Characters.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006

Automatic Real-Time Barcode Localization in Complex Scenes.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2006

Super-Resolution of 3D Face.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Hallucinating 3D Faces.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

2005

3D Face Recognition using Mapped Depth Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

Sphere-Spin-Image: A Viewpoint-Invariant Surface Representation for 3D Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2004

Human Face Orientation Detection Using Power Spectrum Based Measurements.

[BibT_eX]

[DOI]

Shi Han

Gang Pan

Zhaohui Wu

Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Shi Han

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