diff --git a/README.md b/README.md
index 44e8abdef..a5fc5eb90 100644
--- a/README.md
+++ b/README.md
@@ -421,37 +421,3 @@ If you find our work helpful for your research or application, please cite our p
         year    = {2024},
     }
     ```
-
-2. [On the Design and Analysis of LLM-Based Algorithms](https://arxiv.org/abs/2407.14788)
-
-    ```
-    @article{llm_based_algorithms,
-        author  = {Yanxi Chen and
-                   Yaliang Li and
-                   Bolin Ding and
-                   Jingren Zhou},
-        title   = {On the Design and Analysis of LLM-Based Algorithms},
-        journal = {CoRR},
-        volume  = {abs/2407.14788},
-        year    = {2024},
-    }
-    ```
-
-3. [Very Large-Scale Multi-Agent Simulation in AgentScope](https://arxiv.org/abs/2407.17789)
-
-    ```
-    @article{agentscope_simulation,
-        author  = {Xuchen Pan and
-                   Dawei Gao and
-                   Yuexiang Xie and
-                   Zhewei Wei and
-                   Yaliang Li and
-                   Bolin Ding and
-                   Ji{-}Rong Wen and
-                   Jingren Zhou},
-        title   = {Very Large-Scale Multi-Agent Simulation in AgentScope},
-        journal = {CoRR},
-        volume  = {abs/2407.17789},
-        year    = {2024},
-    }
-    ```
diff --git a/README_ZH.md b/README_ZH.md
index d65fca5e1..27729bb7f 100644
--- a/README_ZH.md
+++ b/README_ZH.md
@@ -393,37 +393,3 @@ pre-commit install
         year    = {2024},
     }
     ```
-
-2. [On the Design and Analysis of LLM-Based Algorithms](https://arxiv.org/abs/2407.14788)
-
-    ```
-    @article{llm_based_algorithms,
-        author  = {Yanxi Chen and
-                   Yaliang Li and
-                   Bolin Ding and
-                   Jingren Zhou},
-        title   = {On the Design and Analysis of LLM-Based Algorithms},
-        journal = {CoRR},
-        volume  = {abs/2407.14788},
-        year    = {2024},
-    }
-    ```
-
-3. [Very Large-Scale Multi-Agent Simulation in AgentScope](https://arxiv.org/abs/2407.17789)
-
-    ```
-    @article{agentscope_simulation,
-        author  = {Xuchen Pan and
-                   Dawei Gao and
-                   Yuexiang Xie and
-                   Zhewei Wei and
-                   Yaliang Li and
-                   Bolin Ding and
-                   Ji{-}Rong Wen and
-                   Jingren Zhou},
-        title   = {Very Large-Scale Multi-Agent Simulation in AgentScope},
-        journal = {CoRR},
-        volume  = {abs/2407.17789},
-        year    = {2024},
-    }
-    ```