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Author: yh-yao

docs/cite.rst

@@ -1,11 +1,17 @@
 Cite
 ====
 
-Please cite our `paper <https://arxiv.org/abs/2201.12433>`_ (and the respective papers of the methods used) if you use this code in your own work::
+Please cite our `paper <https://arxiv.org/abs/2410.06340>`_ (and the respective papers of the methods used) if you use this code in your own work::
 
-    @article{yao2023fedgcn,
-      title={FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks},
-      author={Yao, Yuhang and Jin, Weizhao and Ravi, Srivatsan and Joe-Wong, Carlee},
-      journal={Advances in Neural Information Processing Systems (NeurIPS)},
-      year={2023}
-    }
+  @article{yao2024fedgraph,
+  title={FedGraph: A Research Library and Benchmark for Federated Graph Learning},
+  author={Yao, Yuhang and Li, Yuan and Fan, Xinyi and Li, Junhao and Liu, Kay and Jin, Weizhao and Ravi, Srivatsan and Yu, Philip S and Joe-Wong, Carlee},
+  journal={arXiv preprint arXiv:2410.06340},
+  year={2024}
+  }
+  @article{yao2023fedgcn,
+    title={FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks},
+    author={Yao, Yuhang and Jin, Weizhao and Ravi, Srivatsan and Joe-Wong, Carlee},
+    journal={Advances in Neural Information Processing Systems (NeurIPS)},
+    year={2023}
+  }

docs/sg_execution_times.rst

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**02:11.421** total execution time for 4 files **from all galleries**:
+**02:41.936** total execution time for 4 files **from all galleries**:
 
 .. container::
 
@@ -33,14 +33,14 @@ Computation times
      - Time
      - Mem (MB)
    * - :ref:`sphx_glr_tutorials_FGL_LP.py` (``../tutorials/FGL_LP.py``)
-     - 01:32.812
+     - 01:57.128
      - 0.0
    * - :ref:`sphx_glr_tutorials_FGL_NC_HE.py` (``../tutorials/FGL_NC_HE.py``)
-     - 00:21.875
-     - 0.0
-   * - :ref:`sphx_glr_tutorials_FGL_GC.py` (``../tutorials/FGL_GC.py``)
-     - 00:08.598
+     - 00:23.158
      - 0.0
    * - :ref:`sphx_glr_tutorials_FGL_NC.py` (``../tutorials/FGL_NC.py``)
-     - 00:08.136
+     - 00:11.369
+     - 0.0
+   * - :ref:`sphx_glr_tutorials_FGL_GC.py` (``../tutorials/FGL_GC.py``)
+     - 00:10.281
      - 0.0