Adding initial residual connections and identity mapping to a LightGCN-style recommendation model yields small reported gains on Gowalla, Yelp-2018, and Amazon-Book.
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Enhancing Recommendation Systems with GNNs and Addressing Over-Smoothing
Adding initial residual connections and identity mapping to a LightGCN-style recommendation model yields small reported gains on Gowalla, Yelp-2018, and Amazon-Book.