Qitian Wu, Author at Towards Data Science https://towardsdatascience.com Publish AI, ML & data-science insights to a global community of data professionals. Sat, 18 Jan 2025 09:49:21 +0000 en-US hourly 1 https://wordpress.org/?v=6.8.1 https://towardsdatascience.com/wp-content/uploads/2025/02/cropped-Favicon-32x32.png Qitian Wu, Author at Towards Data Science https://towardsdatascience.com 32 32 Towards Generalization on Graphs: From Invariance to Causality https://towardsdatascience.com/towards-generalization-on-graphs-from-invariance-to-causality-c81a174ac37b/ Thu, 18 Jul 2024 16:51:12 +0000 https://towardsdatascience.com/towards-generalization-on-graphs-from-invariance-to-causality-c81a174ac37b/ This blog post shares recent papers on out-of-distribution generalization on graph-structured data

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]]> How to Build Graph Transformers with O(N) Complexity https://towardsdatascience.com/how-to-build-graph-transformers-with-o-n-complexity-d507e103d30a/ Wed, 19 Apr 2023 23:05:42 +0000 https://towardsdatascience.com/how-to-build-graph-transformers-with-o-n-complexity-d507e103d30a/ Tutorial on Large-Graph Transformers

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]]> NodeFormer: Scalable Graph Transformers for Million Nodes https://towardsdatascience.com/scalable-graph-transformers-for-million-nodes-2f0014ceb9d4/ Thu, 22 Dec 2022 07:57:29 +0000 https://towardsdatascience.com/scalable-graph-transformers-for-million-nodes-2f0014ceb9d4/ All-Pair Message Passing with O(N)

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