update readme

README.md

@@ -206,21 +206,28 @@ Scan the QR code below to join our WeChat group.
 
 If you use this software, please cite it as below:
 
-* [KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation](https://arxiv.org/abs/2409.13731)
+* [KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation](https://dl.acm.org/doi/10.1145/3701716.3715240)
 
-* KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection
+* [KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection](https://dl.acm.org/doi/10.14778/3685800.3685810)
 
 ```bibtex
-@article{liang2024kag,
-  title={KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation},
-  author={Liang, Lei and Sun, Mengshu and Gui, Zhengke and Zhu, Zhongshu and Jiang, Zhouyu and Zhong, Ling and Zhao, Peilong and Bo, Zhongpu and Yang, Jin and others},
-  journal={arXiv preprint arXiv:2409.13731},
-  year={2024}
+@inproceedings{liang2025kag,
+  title={Kag: Boosting llms in professional domains via knowledge augmented generation},
+  author={Liang, Lei and Bo, Zhongpu and Gui, Zhengke and Zhu, Zhongshu and Zhong, Ling and Zhao, Peilong and Sun, Mengshu and Zhang, Zhiqiang and Zhou, Jun and Chen, Wenguang and others},
+  booktitle={Companion Proceedings of the ACM on Web Conference 2025},
+  pages={334--343},
+  year={2025}
 }
 
-@article{yikgfabric,
+@article{yi2024kgfabric,
   title={KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection},
-  author={Yi, Peng and Liang, Lei and Da Zhang, Yong Chen and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and Zhou, Jun}
+  author={Yi, Peng and Liang, Lei and Zhang, Da and Chen, Yong and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and others},
+  journal={Proceedings of the VLDB Endowment},
+  volume={17},
+  number={12},
+  pages={3841--3854},
+  year={2024},
+  publisher={VLDB Endowment}
 }
 ```
 
@@ -229,4 +236,4 @@ If you use this software, please cite it as below:
 [Apache License 2.0](LICENSE)
 
 # KAG Core Team
-Lei Liang, Mengshu Sun, Zhengke Gui, Zhongshu Zhu, Zhouyu Jiang, Ling Zhong, Peilong Zhao, Zhongpu Bo, Jin Yang, Huaidong Xiong, Lin Yuan, Jun Xu, Zaoyang Wang, Zhiqiang Zhang, Wen Zhang, Huajun Chen, Wenguang Chen, Jun Zhou, Haofen Wang
+Lei Liang, Mengshu Sun, Zhengke Gui, Zhongshu Zhu, Zhouyu Jiang, Ling Zhong, Peilong Zhao, Zhongpu Bo, Jin Yang, Huaidong Xiong, Lin Yuan, Jun Xu, Zaoyang Wang, Zhiqiang Zhang, Wen Zhang, Huajun Chen, Wenguang Chen, Jun Zhou, Haofen Wang, Yi Peng, Da Zhang, Yong Chen, Hao Lin, Mingshi Ding, Jialin Chen, Jinye Zhu, Xiangyu Liu

README_cn.md

@@ -184,19 +184,26 @@ kg-solver 采用逻辑形式引导的混合求解和推理引擎，该引擎包
 如果您使用本软件，请以下面的方式引用：
 
 * [KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation](https://arxiv.org/abs/2409.13731)
-* KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection
+* [KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection](https://dl.acm.org/doi/10.14778/3685800.3685810)
 
 ```bibtex
-@article{liang2024kag,
-  title={KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation},
-  author={Liang, Lei and Sun, Mengshu and Gui, Zhengke and Zhu, Zhongshu and Jiang, Zhouyu and Zhong, Ling and Zhao, Peilong and Bo, Zhongpu and Yang, Jin and others},
-  journal={arXiv preprint arXiv:2409.13731},
-  year={2024}
+@inproceedings{liang2025kag,
+  title={Kag: Boosting llms in professional domains via knowledge augmented generation},
+  author={Liang, Lei and Bo, Zhongpu and Gui, Zhengke and Zhu, Zhongshu and Zhong, Ling and Zhao, Peilong and Sun, Mengshu and Zhang, Zhiqiang and Zhou, Jun and Chen, Wenguang and others},
+  booktitle={Companion Proceedings of the ACM on Web Conference 2025},
+  pages={334--343},
+  year={2025}
 }
 
-@article{yikgfabric,
+@article{yi2024kgfabric,
   title={KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection},
-  author={Yi, Peng and Liang, Lei and Da Zhang, Yong Chen and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and Zhou, Jun}
+  author={Yi, Peng and Liang, Lei and Zhang, Da and Chen, Yong and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and others},
+  journal={Proceedings of the VLDB Endowment},
+  volume={17},
+  number={12},
+  pages={3841--3854},
+  year={2024},
+  publisher={VLDB Endowment}
 }
 ```
 
@@ -205,4 +212,4 @@ kg-solver 采用逻辑形式引导的混合求解和推理引擎，该引擎包
 [Apache License 2.0](LICENSE)
 
 # KAG 核心团队
-梁磊，孙梦姝，桂正科，朱仲书，江洲钰，钟玲，赵培龙，伯仲璞，阳进，熊怀东，袁琳，徐军，汪兆洋，张志强，张文，陈华钧，陈文光，周俊，王昊奋
+梁磊，孙梦姝，桂正科，朱仲书，江洲钰，钟玲，赵培龙，伯仲璞，阳进，熊怀东，袁琳，徐军，汪兆洋，张志强，张文，陈华钧，陈文光，周俊，王昊奋, 易鹏，张达，陈勇，林昊，丁名时，陈嘉林，祝锦烨，刘翔宇

README_ja.md

@@ -292,21 +292,28 @@ kag
 
 このソフトウェアを使用する場合は、以下の方法で引用してください：
 
-* [KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation](https://arxiv.org/abs/2409.13731)
+* [KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation](https://dl.acm.org/doi/10.1145/3701716.3715240)
 
-* KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection
+* [KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection](https://dl.acm.org/doi/10.14778/3685800.3685810)
 
 ```bibtex
-@article{liang2024kag,
-  title={KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation},
-  author={Liang, Lei and Sun, Mengshu and Gui, Zhengke and Zhu, Zhongshu and Jiang, Zhouyu and Zhong, Ling and Zhao, Peilong and Bo, Zhongpu and Yang, Jin and others},
-  journal={arXiv preprint arXiv:2409.13731},
-  year={2024}
+@inproceedings{liang2025kag,
+  title={Kag: Boosting llms in professional domains via knowledge augmented generation},
+  author={Liang, Lei and Bo, Zhongpu and Gui, Zhengke and Zhu, Zhongshu and Zhong, Ling and Zhao, Peilong and Sun, Mengshu and Zhang, Zhiqiang and Zhou, Jun and Chen, Wenguang and others},
+  booktitle={Companion Proceedings of the ACM on Web Conference 2025},
+  pages={334--343},
+  year={2025}
 }
 
-@article{yikgfabric,
+@article{yi2024kgfabric,
   title={KGFabric: A Scalable Knowledge Graph Warehouse for Enterprise Data Interconnection},
-  author={Yi, Peng and Liang, Lei and Da Zhang, Yong Chen and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and Zhou, Jun}
+  author={Yi, Peng and Liang, Lei and Zhang, Da and Chen, Yong and Zhu, Jinye and Liu, Xiangyu and Tang, Kun and Chen, Jialin and Lin, Hao and Qiu, Leijie and others},
+  journal={Proceedings of the VLDB Endowment},
+  volume={17},
+  number={12},
+  pages={3841--3854},
+  year={2024},
+  publisher={VLDB Endowment}
 }
 ```
 
@@ -315,4 +322,4 @@ kag
 [Apache License 2.0](LICENSE)
 
 # KAG Core Team
-Lei Liang, Mengshu Sun, Zhengke Gui, Zhongshu Zhu, Zhouyu Jiang, Ling Zhong, Peilong Zhao, Zhongpu Bo, Jin Yang, Huaidong Xiong, Lin Yuan, Jun Xu, Zaoyang Wang, Zhiqiang Zhang, Wen Zhang, Huajun Chen, Wenguang Chen, Jun Zhou, Haofen Wang
+Lei Liang, Mengshu Sun, Zhengke Gui, Zhongshu Zhu, Zhouyu Jiang, Ling Zhong, Peilong Zhao, Zhongpu Bo, Jin Yang, Huaidong Xiong, Lin Yuan, Jun Xu, Zaoyang Wang, Zhiqiang Zhang, Wen Zhang, Huajun Chen, Wenguang Chen, Jun Zhou, Haofen Wang, Yi Peng, Da Zhang, Yong Chen, Hao Lin, Mingshi Ding, Jialin Chen, Jinye Zhu, Xiangyu Liu