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The proposed Adaptive Graph Convolutional LSTM (AGC-LSTM) outperforms LSTM.

Comparing training results with LSTM

Compare AGC-LSTM with single GC_weight and AGC-LSTM with multiple GC_weight

The proposed Adaptive Graph Convolutional LSTM outperforms LSTM.

Comparing training results with LSTM