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cs.CL2025
A BERT-based Hierarchical Classification Model with Applications in Chinese Commodity Classification
Kun Liu, Tuozhen Liu, Feifei Wang +1
Existing e-commerce platforms heavily rely on manual annotation for product categorization, which is inefficient and inconsistent. These platforms often employ a hierarchical struc…
cs.CR2025
Resolving Indirect Calls in Binary Code via Cross-Reference Augmented Graph Neural Networks
Haotian Zhang, Kun Liu, Cristian Garces +3
Binary code analysis is essential in scenarios where source code is unavailable, with extensive applications across various security domains. However, accurately resolving indirect…