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The proposed FedGDF algorithm is implemented under the name FedKD in our code.

#Local Cora python run_node_task_main.py --dataset Cora --num_workers 20 --overlapping_rate 0.0 --is_iid iid --alg_method Local --gpu_id 0

#FedGDF Cora python run_node_task_main.py --dataset Cora --num_workers 20 --overlapping_rate 0.0 --is_iid iid --alg_method FedKD --ALPHA 1.0 --lam_real 0 --sample_num 100 --lam2 0 --gpu_id 0

#FedTAD Cora python run_node_task_main.py --dataset Cora --num_workers 20 --overlapping_rate 0.0 --is_iid iid --alg_method FedTAD --ALPHA 1.0 --sample_num 100 --lam2 1 --topk 5 --gpu_id 0

#FedProto python run_node_task_main.py --dataset Cora --num_workers 20 --overlapping_rate 0.0 --is_iid iid --alg_method Fedproto --w_proto 0.5 --gpu_id 0

#FGPL python run_node_task_main.py --dataset Cora --num_workers 20 --overlapping_rate 0.0 --is_iid iid --alg_method FGPL --gpu_id 0

#FedTGP python run_node_task_main.py --dataset Cora --num_workers 20 --overlapping_rate 0.0 --is_iid iid --alg_method FedTGP --w_proto 0.5 --gpu_id 0

#test #test zzy