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

HGL: Accelerating Heterogeneous GNN Training with Holistic Representation and Optimization.

[BibT_eX]

[DOI]

Yuntao Gui

Proceedings of the SC22: International Conference for High Performance Computing, 2022

Meta-Auto-Decoder for Solving Parametric Partial Differential Equations.

[BibT_eX]

[DOI]

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

A Universal PINNs Method for Solving Partial Differential Equations with a Point Source.

[BibT_eX]

[DOI]

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

Triple-Fact Retriever: An explainable reasoning retrieval model for multi-hop QA problem.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering.

[BibT_eX]

[DOI]

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

2021

Meta-Auto-Decoder for Solving Parametric Partial Differential Equations.

[BibT_eX]

[DOI]

CoRR, 2021

Solving Partial Differential Equations with Point Source Based on Physics-Informed Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Towards More Effective and Economic Sparsely-Activated Model.

[BibT_eX]

[DOI]

CoRR, 2021

Vertex-Centric Visual Programming for Graph Neural Networks.

[BibT_eX]

[DOI]

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

Answer Complex Questions: Path Ranker Is All You Need.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

EPP-MVSNet: Epipolar-assembling based Depth Prediction for Multi-view Stereo.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Seastar: vertex-centric programming for graph neural networks.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

DGCL: an efficient communication library for distributed GNN training.

[BibT_eX]

[DOI]

Proceedings of the EuroSys '21: Sixteenth European Conference on Computer Systems, 2021

SKFAC: Training Neural Networks With Faster Kronecker-Factored Approximate Curvature.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

A Trace-restricted Kronecker-Factored Approximation to Natural Gradient.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

THOR, Trace-based Hardware-driven Layer-Oriented Natural Gradient Descent Computation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

AsymptoticNG: A regularized natural gradient optimization algorithm with look-ahead strategy.

[BibT_eX]

[DOI]

CoRR, 2020

You Ought to Look Around: Precise, Large Span Action Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Fan Yu

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