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Pose a question about one of the following possibility readings: “[Reducing the Dimensionality of Data with Neural Networks](https://science.sciencemag.org/content/313/5786/504.full)”, Hinton, G. E., …
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Pose a question about one of the following articles:
“[DeepWalk: Online Learning of Social Representations](https://dl.acm.org/doi/pdf/10.1145/2623330.2623732)”, 2014. B. Perozzi, R. Al-Rfou, S. S…
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I hope this message finds you well. I am writing to you with great interest in your recent work titled "hire: Hierarchical Relational Learning for Few-shot KGC," which I found to be an intriguing cont…
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Hello. In your paper you mentioned that this work "was unified into an end-to-end framework".
However, in your published code: 1) you directly use ogb-supplied features instead of text attributes; 2…
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**Dynamic neural network** is an emerging technology in deep learning. Compared to static models which have fixed computational graphs and parameters at the inference stage, dynamic networks can adapt…
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## 🚀 Feature
It would be nice to have a `programl.to_pyg` function to convert one or more Program Graphs to [`torch_geometric.data.Data`](https://pytorch-geometric.readthedocs.io/en/latest/modules/…
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I find the function of save pb file is incompleted , I really can't make it ,wish your help , please...
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您好！
我在运行代码：experiment(dataset="ppi", model="deepwalk", dw="network_embedding_dw", mw="network_embedding_mw", training_percents=[0.5]) 后，输出的 micro-F1=0.6416。然而，文章：“CogDL: A Comprehensive Library for G…
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Thank you for implementation of high performance sparse representation for graph. I am curious about the roadmap of this repo. Would it provide integration with CUDA.jl? I want to integrate this repo …
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Dear professor,
Thank you for your contributions to the open source community. I just started studying deep learning and graph color. After reading the paper and code, I have two questions. I would…