update news (#361)

alibaba · Sep 5, 2022 · de90d32 · de90d32
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@@ -17,6 +17,7 @@ You can try FederatedScope via [FederatedScope Playground](https://try.federated
 | [Code Structure](#code-structure) | [Quick Start](#quick-start) | [Advanced](#advanced) | [Documentation](#documentation) | [Publications](#publications) | [Contributing](#contributing) | 
 
 ## News
+- [08-18-2022] Our KDD 2022 [paper](https://arxiv.org/abs/2204.05562) on federated graph learning receives the KDD Best Paper Award for ADS track!
 - [07-30-2022] We release FederatedScope v0.2.0! 
 - [07-11-2022] We are hosting the CIKM'22 AnalytiCup competition. For more details, please see [competition website](https://federatedscope.io/competition/).
 - [06-17-2022] We release **pFL-Bench**, a comprehensive benchmark for personalized Federated Learning (pFL), containing 10+ datasets and 20+ baselines. [[code](https://github.com/alibaba/FederatedScope/tree/master/benchmark/pFL-Bench), [pdf](https://arxiv.org/abs/2206.03655)]