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Hi,
Thanks for your contribution to the temporal graph community!
I'm writing to you that I think might be a good fit for your list:
Title: Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
url: https://arxiv.org/pdf/2503.14411
code: https://github.com/SiweiPro/CROSS
accepted by NeurIPS 2025.
If you think it's relevant, I'd be truly honored if you could consider adding it to your collection.
Best,
Siwei
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