Mingzhe Xing

Learning to extract transaction function from requirements: an industrial case on financial software

2020

In practice, it is very important to determine the size of a proposed software system yet to be built based on its requirements, i.e., early in the development life cycle. The most widely used approach …

Analysis of Resource Management Methods Based on Reinforcement Learning

2021

As the scale of service-based applications rapidly grows over recent years, tremendous amount of user data is being generated on a daily basis, which needs to be processed by computing jobs. Distributed computing frameworks are …

A Generic Method for Fine-grained Category Discovery in Natural Language Texts

2024 · arXiv (Cornell University)

Fine-grained category discovery using only coarse-grained supervision is a cost-effective yet challenging task. Previous training methods focus on aligning query samples with positive samples and distancing them from negatives. They often neglect intra-category and inter-category …