diff --git a/CITATION.cff b/CITATION.cff
index 93df256e76e2..0ff9976aaca9 100644
--- a/CITATION.cff
+++ b/CITATION.cff
@@ -28,6 +28,15 @@ preferred-citation:
   - family-names: "Zhang"
     given-names: "Xiaoyun"
     affiliation: "Microsoft Corporation, Redmond WA USA"
+  - family-names: "Awadallah"
+    given-names: "Ahmed Hassan"
+    affiliation: "Microsoft Research, Redmond WA USA"
+  - family-names: "White"
+    given-names: "Ryen W"
+    affiliation: "Microsoft Research, Redmond WA USA"
+  - family-names: "Burger"
+    given-names: "Doug"
+    affiliation: "Microsoft Research, Redmond WA USA"
   - family-names: "Wang"
     given-names: "Chi"
     affiliation: "Microsoft Research, Redmond WA USA"
diff --git a/README.md b/README.md
index 2e8abe806a61..461a93fd86b8 100644
--- a/README.md
+++ b/README.md
@@ -22,11 +22,11 @@
 
 :fire: Nov 1: AutoGen is the top trending repo on GitHub in October 2023.
 
-:tada: Oct 03: AutoGen spins off from [FLAML](../FLAML) on Github and has a major paper update.
+:tada: Oct 03: AutoGen spins off from [FLAML](https://github.com/microsoft/FLAML) on Github and has a major paper update.
 
-:tada: Aug 16: Paper about AutoGen on [arxiv](https://arxiv.org/abs/2308.08155).
+:tada: Aug 16: Paper about AutoGen on [arxiv](https://arxiv.org/abs/2308.08155). [📚 Cite paper](#related-papers).
 
-:tada: Mar 29: AutoGen is first created in [FLAML](../FLAML/pull/968).
+:tada: Mar 29: AutoGen is first created in [FLAML](https://github.com/microsoft/FLAML/pull/968).
 
 <!--
 :fire: FLAML is highlighted in OpenAI's [cookbook](https://github.com/openai/openai-cookbook#related-resources-from-around-the-web).
@@ -158,14 +158,14 @@ In addition, you can find:
 
 - [Roadmap](https://github.com/orgs/microsoft/projects/989/views/3)
 
-## Citation
+## Related Papers
 
 [AutoGen](https://arxiv.org/abs/2308.08155)
 
 ```
 @inproceedings{wu2023autogen,
       title={AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework},
-      author={Qingyun Wu and Gagan Bansal and Jieyu Zhang and Yiran Wu and Shaokun Zhang and Erkang Zhu and Beibin Li and Li Jiang and Xiaoyun Zhang and Chi Wang},
+      author={Qingyun Wu and Gagan Bansal and Jieyu Zhang and Yiran Wu and Beibin Li and Erkang Zhu and Li Jiang and Xiaoyun Zhang and Shaokun Zhang and Jiale Liu and Ahmed Hassan Awadallah and Ryen W White and Doug Burger and Chi Wang},
       year={2023},
       eprint={2308.08155},
       archivePrefix={arXiv},