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The following commit(s) were added to refs/heads/main by this push:
     new 763b5ce8 docs: update information for publications (#668)
763b5ce8 is described below

commit 763b5ce82cf8e874bcdc3c18b25d0c63e2b51780
Author: lixueclaire <youli...@alibaba-inc.com>
AuthorDate: Fri Mar 7 17:36:02 2025 +0800

    docs: update information for publications (#668)
---
 README-zh-cn.md | 25 +++++++++++--------------
 README.md       | 25 +++++++++++--------------
 2 files changed, 22 insertions(+), 28 deletions(-)

diff --git a/README-zh-cn.md b/README-zh-cn.md
index 5a199abc..84d35296 100644
--- a/README-zh-cn.md
+++ b/README-zh-cn.md
@@ -152,22 +152,19 @@ PySpark 库是作为 GraphAr Spark 库的绑定进行开发的。有关 PySpark
 
 ## 论文
 
-- Xue Li, Weibin Zeng, Zhibin Wang, Diwen Zhu, Jingbo Xu, Wenyuan Yu,
-  Jingren Zhou. [Enhancing Data Lakes with GraphAr: Efficient Graph Data
-  Management with a Specialized Storage
-  Scheme\[J\]](https://arxiv.org/abs/2312.09577). arXiv preprint
-  arXiv:2312.09577, 2023.
+- Xue Li, Weibin Zeng, Zhibin Wang, Diwen Zhu, Jingbo Xu, Wenyuan Yu, Jingren 
Zhou. GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes. PVLDB, 
18(3): 530 - 543, 2024.
 
 ```bibtex
-@article{li2023enhancing,
+@article{li2024graphar,
   author = {Xue Li and Weibin Zeng and Zhibin Wang and Diwen Zhu and Jingbo Xu 
and Wenyuan Yu and Jingren Zhou},
-  title = {Enhancing Data Lakes with GraphAr: Efficient Graph Data Management 
with a Specialized Storage Scheme},
-  year = {2023},
-  url = {https://doi.org/10.48550/arXiv.2312.09577},
-  doi = {10.48550/ARXIV.2312.09577},
-  eprinttype = {arXiv},
-  eprint = {2312.09577},
-  biburl = {https://dblp.org/rec/journals/corr/abs-2312-09577.bib},
-  bibsource = {dblp computer science bibliography, https://dblp.org}
+  title = {GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes},
+  journal = {Proceedings of the VLDB Endowment},
+  year = {2024},
+  volume = {18},
+  number = {3},
+  pages = {530--543},
+  publisher = {VLDB Endowment},
 }
 ```
+
+论文的源代码、数据和其他相关文档已在[Research 
分支](https://github.com/apache/incubator-graphar/tree/research)中提供。
diff --git a/README.md b/README.md
index 7ccb9c68..ddd5db52 100644
--- a/README.md
+++ b/README.md
@@ -255,22 +255,19 @@ GraphAr.
 
 ## Publication
 
-- Xue Li, Weibin Zeng, Zhibin Wang, Diwen Zhu, Jingbo Xu, Wenyuan Yu,
-  Jingren Zhou. [Enhancing Data Lakes with GraphAr: Efficient Graph Data
-  Management with a Specialized Storage
-  Scheme\[J\]](https://arxiv.org/abs/2312.09577). arXiv preprint
-  arXiv:2312.09577, 2023.
+- Xue Li, Weibin Zeng, Zhibin Wang, Diwen Zhu, Jingbo Xu, Wenyuan Yu, Jingren 
Zhou. GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes. PVLDB, 
18(3): 530 - 543, 2024.
 
 ```bibtex
-@article{li2023enhancing,
+@article{li2024graphar,
   author = {Xue Li and Weibin Zeng and Zhibin Wang and Diwen Zhu and Jingbo Xu 
and Wenyuan Yu and Jingren Zhou},
-  title = {Enhancing Data Lakes with GraphAr: Efficient Graph Data Management 
with a Specialized Storage Scheme},
-  year = {2023},
-  url = {https://doi.org/10.48550/arXiv.2312.09577},
-  doi = {10.48550/ARXIV.2312.09577},
-  eprinttype = {arXiv},
-  eprint = {2312.09577},
-  biburl = {https://dblp.org/rec/journals/corr/abs-2312-09577.bib},
-  bibsource = {dblp computer science bibliography, https://dblp.org}
+  title = {GraphAr: An Efficient Storage Scheme for Graph Data in Data Lakes},
+  journal = {Proceedings of the VLDB Endowment},
+  year = {2024},
+  volume = {18},
+  number = {3},
+  pages = {530--543},
+  publisher = {VLDB Endowment},
 }
 ```
+
+The source code, data, and/or other artifacts of the research paper have been 
made available at the [research 
branch](https://github.com/apache/incubator-graphar/tree/research).


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