diff --git a/exp/MAE/D3/exp_print.log b/exp/MAE/D3/exp_print.log
index 5012cb3..02217b6 100644
--- a/exp/MAE/D3/exp_print.log
+++ b/exp/MAE/D3/exp_print.log
@@ -1,6 +1,6 @@
 2024-10-14 11:02:12,150 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-10-14 11:02:12,151 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-10-14 11:02:12,151 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110212
+2024-10-14 11:02:12,151 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110212
 2024-10-14 11:02:23,659 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110212
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110212
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAE/D4/exp_print.log b/exp/MAE/D4/exp_print.log
index 2616a92..fb47431 100644
--- a/exp/MAE/D4/exp_print.log
+++ b/exp/MAE/D4/exp_print.log
@@ -1,6 +1,6 @@
 2024-10-14 10:54:14,011 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-10-14 10:54:14,012 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-10-14 10:54:14,012 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014105414
+2024-10-14 10:54:14,012 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014105414
 2024-10-14 10:54:21,743 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014105414
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014105414
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAE/D7/exp_print.log b/exp/MAE/D7/exp_print.log
index 771f057..7b3bf10 100644
--- a/exp/MAE/D7/exp_print.log
+++ b/exp/MAE/D7/exp_print.log
@@ -1,6 +1,6 @@
 2024-10-14 10:48:45,553 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-10-14 10:48:45,553 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-10-14 10:48:45,553 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014104845
+2024-10-14 10:48:45,553 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014104845
 2024-10-14 10:50:21,999 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014104845
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014104845
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAE/D8/exp_print.log b/exp/MAE/D8/exp_print.log
index c328fb0..2bd7676 100644
--- a/exp/MAE/D8/exp_print.log
+++ b/exp/MAE/D8/exp_print.log
@@ -1,6 +1,6 @@
 2024-10-14 11:01:36,437 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-10-14 11:01:36,437 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-10-14 11:01:36,438 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110136
+2024-10-14 11:01:36,438 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110136
 2024-10-14 11:01:40,950 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110136
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241014110136
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAPE/D3/exp_print.log b/exp/MAPE/D3/exp_print.log
index 6eb190a..bb7dcf9 100644
--- a/exp/MAPE/D3/exp_print.log
+++ b/exp/MAPE/D3/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-13 17:46:15,011 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-13 17:46:15,011 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-13 17:46:15,011 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113174615
+2024-11-13 17:46:15,011 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113174615
 2024-11-13 17:46:42,403 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113174615
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113174615
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAPE/D4/exp_print.log b/exp/MAPE/D4/exp_print.log
index bcf20ee..eb0a4c2 100644
--- a/exp/MAPE/D4/exp_print.log
+++ b/exp/MAPE/D4/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-13 16:42:51,402 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-13 16:42:51,403 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-13 16:42:51,403 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113164251
+2024-11-13 16:42:51,403 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113164251
 2024-11-13 16:43:06,917 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113164251
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241113164251
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAPE/D7/exp_print.log b/exp/MAPE/D7/exp_print.log
index ced31b1..eb6e777 100644
--- a/exp/MAPE/D7/exp_print.log
+++ b/exp/MAPE/D7/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-15 19:01:52,461 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-15 19:01:52,461 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-15 19:01:52,462 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.0015_lstep1
+2024-11-15 19:01:52,462 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.0015_lstep1
 2024-11-15 19:04:16,897 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.0015_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.0015_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.0015_lstep1
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.0015_lstep1
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/MAPE/D8/exp_print.log b/exp/MAPE/D8/exp_print.log
index 3c12a83..36a090e 100644
--- a/exp/MAPE/D8/exp_print.log
+++ b/exp/MAPE/D8/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-13 11:33:55,185 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-13 11:33:55,185 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-13 11:33:55,186 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241113113355
+2024-11-13 11:33:55,186 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241113113355
 2024-11-13 11:34:13,264 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241113113355
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241113113355
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/RMSE/D3/exp_print.log b/exp/RMSE/D3/exp_print.log
index d536cb7..5809c88 100644
--- a/exp/RMSE/D3/exp_print.log
+++ b/exp/RMSE/D3/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-14 09:45:05,259 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-14 09:45:05,260 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-14 09:45:05,260 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114094505
+2024-11-14 09:45:05,260 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114094505
 2024-11-14 09:45:49,140 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114094505
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114094505
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/RMSE/D4/exp_print.log b/exp/RMSE/D4/exp_print.log
index e4498fd..6eb3daa 100644
--- a/exp/RMSE/D4/exp_print.log
+++ b/exp/RMSE/D4/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-14 11:58:17,465 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-14 11:58:17,465 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-14 11:58:17,465 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114115817
+2024-11-14 11:58:17,465 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114115817
 2024-11-14 11:58:27,446 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114115817
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.003_lstep1/sub_exp_20241114115817
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/RMSE/D7/exp_print.log b/exp/RMSE/D7/exp_print.log
index e6f117f..2a477d9 100644
--- a/exp/RMSE/D7/exp_print.log
+++ b/exp/RMSE/D7/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-14 11:58:30,656 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-14 11:58:30,657 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-14 11:58:30,657 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115830
+2024-11-14 11:58:30,657 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115830
 2024-11-14 12:00:28,794 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115830
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115830
 personalization:
   K: 5
   beta: 1.0
diff --git a/exp/RMSE/D8/exp_print.log b/exp/RMSE/D8/exp_print.log
index 29fb700..6761ca3 100644
--- a/exp/RMSE/D8/exp_print.log
+++ b/exp/RMSE/D8/exp_print.log
@@ -1,6 +1,6 @@
 2024-11-14 11:58:46,662 (logging:124) INFO: the current machine is at 127.0.1.1
 2024-11-14 11:58:46,663 (logging:126) INFO: the current dir is /home/czzhangheng/code/FederatedScope
-2024-11-14 11:58:46,663 (logging:127) INFO: the output dir is exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115846
+2024-11-14 11:58:46,663 (logging:127) INFO: the output dir is exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115846
 2024-11-14 11:59:04,230 (config:243) INFO: the used configs are: 
 aggregator:
   BFT_args:
@@ -137,7 +137,7 @@ eval:
   monitoring: []
   report: ['weighted_avg', 'avg', 'fairness', 'raw']
   split: ['test', 'val']
-expname: FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1
+expname: FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1
 expname_tag: 
 feat_engr:
   num_bins: 5
@@ -326,7 +326,7 @@ model:
   use_week: True
 nbafl:
   use: False
-outdir: exp/FedAvg_DDGCRN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115846
+outdir: exp/FedAvg_FedDGCN_on_trafficflow_lr0.01_lstep1/sub_exp_20241114115846
 personalization:
   K: 5
   beta: 1.0