IEEE

Exploring Function Call Graph Vectorization and File Statistical Features in Malicious PE File Classification

Abstract: Over the last few years, the malware propagation on PC platforms, especially on Windows OS has been even severe. For the purpose of resisting a large scale of malware variants, machine ...
IEEE

Analyzing the Suitability of Cost Functions for Explaining and Imitating Human Driving Behavior based on Inverse Reinforcement Learning

Abstract: Autonomous vehicles are sharing the road with human drivers. In order to facilitate interactive driving and cooperative behavior in dense traffic, a thorough understanding and representation ...
GitHub

GraDe_IF: Graph Denoising Diffusion for Inverse Protein Folding (NeurIPS 2023)

If you consider our codes and datasets useful, please cite: @inproceedings{ yi2023graph, title={Graph Denoising Diffusion for Inverse Protein Folding}, author={Kai Yi and Bingxin Zhou and Yiqing Shen ...
GitHub

Struct2GO:protein function prediction based on Graph pooling algorithm and AlphaFold2 structure information

Struct2GO is a protein function prediction model based on self-attention graph pooling, which utilizes structural information from AlphaFold2 to augment the accuracy and generality of the model's ...