From e50a1ba6d70528b3e684c85f316aed05bb5085f2 Mon Sep 17 00:00:00 2001 From: unknown Date: Sun, 4 Sep 2022 13:24:42 +0800 Subject: [PATCH] update citation --- README.md | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 3f2bcc1..3a7c429 100644 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ ![STDEN framework](https://github.com/Echo-Ji/STDEN/blob/main/assets/framework.jpg) This is a Pytroch implementation of Spatio-temporal Differential Equation Network (STDEN) for physics-guided traffic flow prediction, as described in our paper: -Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, and Hu Zhang, **[STDEN: Towards Physics-guided Neural Networks for Traffic Flow Prediction](https://www.bigscity.com/publications/stden-towards-physics-guided-neural-networks-for-traffic-flow-prediction/)**, AAAI 2022. +Jiahao Ji, Jingyuan Wang, Zhe Jiang, Jiawei Jiang, and Hu Zhang, **[STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction](https://ojs.aaai.org/index.php/AAAI/article/view/20322)**, AAAI 2022. The training framework of this project comes from [chnsh](https://github.com/chnsh/DCRNN_PyTorch). Thanks a lot :) @@ -41,17 +41,20 @@ The configuration file of all datasets are as follows: |WRS-393|stden_wrs.yaml| |ZGC-564|stden_zgc.yaml| -Note the data is not public and I am not allowed to distribute it. +Note the data is not public, and I am not allowed to distribute it. ## Cite -If you find the paper usefule, please cite as following: +If you find the paper useful, please cite as following: ```tex -@inproceedings{ji2022stden, - title={STDEN: Towards Physics-guided Neural Networks for Traffic Flow Prediction}, - author={Ji, Jiahao and Wang, Jingyuan and Jiang, Zhe and Jiang, Jiawei and Zhang, Hu}, - booktitle={2022 AAAI Conference on Artificial Intelligence (AAAI'22)}, - year={2022} +@inproceedings{ji2022stden, + title={{STDEN}: Towards physics-guided neural networks for traffic flow prediction}, + author={Ji, Jiahao and Wang, Jingyuan and Jiang, Zhe and Jiang, Jiawei and Zhang, Hu}, + booktitle={Proceedings of the AAAI Conference on Artificial Intelligence}, + year={2022}, + volume={36}, + number={4}, + pages={4048-4056} } ``` \ No newline at end of file