Exploring Fusion Strategies in Deep Learning Models for Multi-Modal Classification. - Duoyi Zhang; Richi Nayak; Md. Abul Bashar (AusDM, 2021)

Enhanced Topic Modeling with Multi-modal Representation Learning. - Duoyi Zhang; Yue Wang 130; Md. Abul Bashar; Richi Nayak (PAKDD (1), 2023)

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)

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., 2024)

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 (ACL (1), 2025)

A novel multi-modal fusion method based on uncertainty-guided meta-learning. - Duoyi Zhang; Md. Abul Bashar; Richi Nayak (Pattern Recognit., 2025)