Jiayi Wu

Distribution Bias Aware Collaborative Generative Adversarial Network for Imbalanced Deep Learning in Industrial IoT

2022 · IEEE Transactions on Industrial Informatics

The impact of Internet of Things (IoT) has become increasingly significant in smart manufacturing, while deep generative model (DGM) is viewed as a promising learning technique to work with large amount of continuously generated industrial …

Personalized Course Recommendation Model Based on User’s Interests and Feature Information

2022

To resolve the problems of sparse data and poor recommendation effect in course recommendation, a personalized course recommendation model based on user’s interests and feature information is presented in this study. Firstly, the weight of …

Research on the Reform of College Business English Teaching Based on the Integration of Computer Networks and Foreign Language Courses

2024

In order to understand the reform of college business English teaching through the integration of foreign language courses, a research on the reform of college business English teaching based on the integration of computer networks …

ComplexFormer: Disruptively Advancing Transformer Inference Ability via Head-Specific Complex Vector Attention

2025 · arXiv (Cornell University)

Transformer models rely on self-attention to capture token dependencies but face challenges in effectively integrating positional information while allowing multi-head attention (MHA) flexibility. Prior methods often model semantic and positional differences disparately or apply uniform …