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08/14/2023
OctoPack: Instruction Tuning Code Large Language Models
Finetuning large language models (LLMs) on instructions leads to vast pe...
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01/19/2023
GIPA++: A General Information Propagation Algorithm for Graph Learning
Graph neural networks (GNNs) have been widely used in graph-structured d...
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11/08/2021
Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning
Adversarial attacks on graphs have posed a major threat to the robustnes...
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06/12/2021
TDGIA:Effective Injection Attacks on Graph Neural Networks
Graph Neural Networks (GNNs) have achieved promising performance in vari...
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05/13/2021
GIPA: General Information Propagation Algorithm for Graph Learning
Graph neural networks (GNNs) have been popularly used in analyzing graph...
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05/27/2020