Duoyi Zhang

According to our database, Duoyi Zhang authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

LETNER: Label-EfficienT named entity recognition for cyber threat intelligence.

Yue Wang, Duoyi Zhang, Md. Abul Bashar, Mahinthan Chandramohan, Richi Nayak

Expert Syst. Appl., 2026

2025

A novel modality contribution confidence-enhanced multimodal deep learning framework for multiomics data.

Duoyi Zhang, Md. Abul Bashar, Richi Nayak, Leila Cuttle

BMC Bioinform., December, 2025

A novel multi-modal fusion method based on uncertainty-guided meta-learning.

Duoyi Zhang, Md. Abul Bashar, Richi Nayak

Pattern Recognit., 2025

Unveiling Reliability in Multi-omics Classification: Fusion, Calibration, and Dynamic Scaling.

Dang Khoa Nguyen, Duoyi Zhang, Md. Abul Bashar, Richi Nayak

Proceedings of the Data Science and Machine Learning, 2025

AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions.

Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data.

Sharon Torao-Pingi, Duoyi Zhang, Md. Abul Bashar, Richi Nayak

Data Sci. Eng., March, 2024

Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks.

Duoyi Zhang, Richi Nayak, Md. Abul Bashar

Neural Networks, 2024

Topic Models Meet LLMs: Generating Insightful Questions from User Feedback.

Duoyi Zhang, Yue Wang, Richi Nayak, Md. Abul Bashar

Proceedings of the Data Science and Machine Learning, 2024

Enhancing AI Safety in the Public Sector: A Field Experiment on Guardrails Leveraging LLMs for State Government Employees.

Yue Wang, Duoyi Zhang, Xiangrui Kong, Marco Fahmi, Richi Nayak

Proceedings of the Data Science and Machine Learning, 2024

2023

Enhanced Topic Modeling with Multi-modal Representation Learning.

Duoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

2021

Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification.

Duoyi Zhang, Richi Nayak, Md. Abul Bashar

Proceedings of the Data Mining, 2021