From 552c30f4c05c066694b4903b8c992bdb6ec202e8 Mon Sep 17 00:00:00 2001
From: Chi Wang <wang.chi@microsoft.com>
Date: Sat, 23 Sep 2023 22:06:52 +0000
Subject: [PATCH] cleanup

---
 website/docs/Research.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/website/docs/Research.md b/website/docs/Research.md
index 37689a8012e0..3f1ac4ee0dc8 100644
--- a/website/docs/Research.md
+++ b/website/docs/Research.md
@@ -15,14 +15,14 @@ For technical details, please check our technical report and research publicatio
 }
 ```
 
-* [Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference](https://arxiv.org/abs/2303.04673). Chi Wang, Susan Xueqing Liu, Ahmed H. Awadallah. ArXiv preprint arXiv:2303.04673 (2023).
+* [Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference](https://arxiv.org/abs/2303.04673). Chi Wang, Susan Xueqing Liu, Ahmed H. Awadallah. AutoML'23.
 
 ```bibtex
 @inproceedings{wang2023EcoOptiGen,
     title={Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference},
     author={Chi Wang and Susan Xueqing Liu and Ahmed H. Awadallah},
     year={2023},
-    booktitle={ArXiv preprint arXiv:2303.04673},
+    booktitle={AutoML'23},
 }
 ```