Duoyi Zhang

11 papers Misc 4Journal 5Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel modality contribution confidence-enhanced multimodal deep learning framework for multiomics data.
BMC Bioinform.
Duoyi Zhang, Md. Abul Bashar, Richi Nayak, Leila Cuttle
2025 J jnl
A novel multi-modal fusion method based on uncertainty-guided meta-learning.
Pattern Recognit.
Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2025 — conf
AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions.
ACL (1)
Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen
2025 J jnl
AIMSCheck: Leveraging LLMs for AI-Assisted Review of Modern Slavery Statements Across Jurisdictions.
CoRR
Adriana Eufrosina Bora, Akshatha Arodi, Duoyi Zhang, Jordan Bannister, Mirko Bronzi, Arsène Fansi Tchango, Md. Abul Bashar, Richi Nayak, Kerrie L. Mengersen
2025 Misc conf
Unveiling Reliability in Multi-omics Classification: Fusion, Calibration, and Dynamic Scaling.
AusDM
Dang Khoa Nguyen, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2024 Misc conf
Enhancing AI Safety in the Public Sector: A Field Experiment on Guardrails Leveraging LLMs for State Government Employees.
AusDM
Yue Wang, Duoyi Zhang, Xiangrui Kong, Marco Fahmi, Richi Nayak
2024 J jnl
Joint Representation Learning with Generative Adversarial Imputation Network for Improved Classification of Longitudinal Data.
Data Sci. Eng.
Sharon Torao-Pingi, Duoyi Zhang, Md. Abul Bashar, Richi Nayak
2024 J jnl
Pre-gating and contextual attention gate - A new fusion method for multi-modal data tasks.
Neural Networks
Duoyi Zhang, Richi Nayak, Md. Abul Bashar
2024 Misc conf
Topic Models Meet LLMs: Generating Insightful Questions from User Feedback.
AusDM
Duoyi Zhang, Yue Wang, Richi Nayak, Md. Abul Bashar
2023 — conf
Enhanced Topic Modeling with Multi-modal Representation Learning.
PAKDD (1)
Duoyi Zhang, Yue Wang, Md. Abul Bashar, Richi Nayak
2021 Misc conf
Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification.
AusDM
Duoyi Zhang, Richi Nayak, Md. Abul Bashar