Recent Publications

For the most up-to-date list, please visit my Google Scholar profile.

2026

• Li Yuan, QingFei Huang, Yi Cai, Bingshan Zhu, Changmeng Zheng, Zikun Deng, Li Qing, Tao Wang. "Hybrid-DMMKG: A Hybrid Reasoning over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing." The Association for the Advancement of Artificial Intelligence (AAAI) Conference, 2026.
• Li Yuan, Yi Cai, Bingshan Zhu, Zhenghao Liu, Zikun Deng, Qing Li, and Tao Wang. Visual Knowledge-enhanced LLaVA for Fine-Grained Multimodal Named Entity Recognition and Grounding. Transactions on Audio, Speech and Language Processing. 2026.

2025

• Linglong Qian, Joseph Arul Raj, Hugh Logan Ellis, Ao Zhang, Yuezhou Zhang, Tao Wang, Richard JB Dobson, Zina Ibrahim. "CSAI: Conditional Self-Attention Imputation for Healthcare Time-series." IEEE Journal of Biomedical and Health Informatics, 2025.
• Longjiang E, Yi Cai, Baisong Zhao, Mingjie Zhang, Jiangguo Lin, Tao Wang. DMMSA Net: a Dual Multi-Modal Self-Attention Network for Lung Target Areas Segmentation using Chest Radiology Images and Reports. Journal of King Saud University Computer and Information Sciences.
• Ariel Soares Teles, Jaya Chaturvedi, Tao Wang, Marcia Scazufca, Yamiko Msosa, Daniel Stahl, Angus Roberts. "Generative Multimodal Large Language Models in Mental Health Care: Applications, Opportunities, and Challenges." PLOS Mental Health, 2025.
• Li Yuan, Yi Cai, Zhenghao Liu, Qing Li, Qingbao Huang, and Tao Wang. "Collaborative Multi-LoRA Experts with Achievement-based Multi-Tasks Loss for Unified Multimodal Information Extraction." International Joint Conference on Artificial Intelligence (IJCAI), 2025.
• Robert Harland, Tao Wang (join first author), David Codling, Catherine Polling, Matthew Broadbent, Holly Newton, Yamiko Joseph Msosa, Daisy Kornblum, Claire Delaney-Pope, Barbara Arroyo, Stuart MacLellan, Zoe Keddie, Mary Docherty, Angus Roberts, Derek Tracy, Philip McGuire, Richard Dobson, and Robert Stewart. "Developing clinical informatics to support direct care and population health management: the VIEWER story." BMJ Health & Care Informatics, 2025.
• Linglong Qian, Tao Wang, Jun Wang, Hugh Logan Ellis, Robin Mitra, Richard Dobson, and Zina Ibrahim. "How Deep is Your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation." IEEE Journal of Biomedical and Health Informatics, 2025.
• Tao Wang, David Codling, Yamiko Msosa, Matthew Broadbent, Daisy Kornblum, Catherine Polling, Thomas Searle, Claire Delaney-Pope, Barbara Arroyo, Stuart MacLellan, Zoe Keddie, Mary Docherty, Angus Roberts, Robert Stewart, Richard Dobson, and Robert Harland. VIEWER: an extensible visual analytics framework for enhancing mental healthcare. Journal of the American Medical Informatics Association. 2025
• Yuqi Bu, Xin Wu, Yi Cai, Qiong Liu, Tao Wang, and Qingbao Huang. Error-Aware Generative Reasoning for Zero-Shot Visual Grounding. Transactions on Multimedia. 2025.

2024

• Li Yuan, Yi Cai, Jingyu Xu, Qing Li, and Tao Wang. A Fine-Grained Network for Joint Multimodal Entity-Relation Extraction. IEEE Transactions on Knowledge & Data Engineering 01 (2024).
• Xin Wu, Yuqi Bu, Yi Cai, and Tao Wang. "Updating Large Language Models' Memories with Time Constraints." In Findings of the Association for Computational Linguistics: EMNLP 2024, pp. 13693-13702. 2024.
• Dipen Patel, Yamiko Joseph Msosa, Tao Wang, Julie Williams, Omar G. Mustafa, Siobhan Gee, Barbara Arroyo et al. "Implementation of an Electronic Clinical Decision Support System for the Early Recognition and Management of Dysglycemia in an Inpatient Mental Health Setting Using CogStack: Protocol for a Pilot Hybrid Type 3 Effectiveness-Implementation Randomized Controlled Cluster Trial." JMIR research protocols 13, no. 1 (2024): e49548.

2023

• Tao Wang, David Codling, Dinesh Bhugra, Yamiko Msosa, Matthew Broadbent, Rashmi Patel, Angus Roberts, Philip McGuire, Robert Stewart, Richard Dobson, Robert Harland. Unraveling ethnic disparities in antipsychotic prescribing among patients with psychosis: a retrospective cohort study based on electronic clinical records. Schizophrenia Research, 2023.
• Feng Chen, Jiayuan Xie, Yi Cai, Zehang Lin, Qing Li, and Tao Wang. "Graph convolutional network for difficulty-controllable visual question generation." World Wide Web (2023): 1-23.
• Yamiko Joseph Msosa, Arturas Grauslys, Yifan Zhou, Tao Wang, Iain Buchan, Paul Langan, Steven Foster et al. "Trustworthy Data and AI Environments for Clinical Prediction: Application to Crisis-Risk in People with Depression." IEEE Journal of Biomedical and Health Informatics (2023).
• Xin Wu, Yi Cai, Zetao Lian, Ho-fung Leung, Tao Wang. Generating Natural Language from Logic Expressions with Structural Representation. Transactions on Audio, Speech and Language Processing, 2023.
• Helena Ariño, Soo Kyung Bae, Jaya Chaturvedi, Tao Wang, Angus Roberts. Identifying encephalopathy in patients admitted to an intensive care unit: going beyond structured information using natural language processing. Frontiers in Digital Health (2023).
• Jaya Chaturvedi, Tao Wang, Sumithra Velupillai, Robert Stewart, and Angus Roberts. "Development of a Knowledge Graph Embedding Model for Pain." In AMIA Annual Symposium Proceedings, vol. 2023, p. 299. American Medical Informatics Association, 2023.

2022

• Jiayuan Xie, Wenhao Fang, Qingbao Huang, Yi Cai, and Tao Wang. Enhancing Paraphrase Question Generation with Prior Knowledge. Transactions on Audio, Speech and Language Processing (2022).
• Dina Farran, Daniel Bean, Tao Wang, Yamiko Msosa, Cecilia Casetta, Richard Dobson, James T. Teo, Paul Scott, Fiona Gaughran. Anticoagulation for atrial fibrillation in people with serious mental illness in the general hospital setting. Journal of Psychiatric Research (2022).
• Dipen Patel, Yamiko J Msosa, Tao Wang, Omar G Mustafa, Siobhan Gee, Julie Williams, Angus Roberts, Richard JB Dobson and Fiona Gaughran. An implementation framework and a feasibility evaluation of a clinical decision support system for diabetes management in secondary mental healthcare using CogStack. BMC Medical Informatics and Decision Making (2022)
• Xiaofeng Chen, Haopeng Ren, Yi Cai, Ho-fung Leung, Tao Wang. Task-adaptive Feature Fusion for Generalized Few-shot Relation Classification in an Open World Environment. Transactions on Audio, Speech and Language Processing (2022).
• Tao Wang, Rebecca Bendayan, Yamiko Msosa, Megan Pritchard,Angus Roberts, Robert Stewart, Richard Dobson. Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach. Journal of Biomedical Informatics (2022).

2021

• Jiayuan Xie, Ningxin Peng, Yi Cai, Tao Wang. Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions. Transactions on Audio, Speech and Language Processing (2021).
• Rebecca Bendayan, Zeljko Kraljevic, Shaweena Shaari, Jayati Das-Munshi, Leona Leipold, Jaya Chaturvedi, Luwaiza Mirza, Sarah Aldelemi, Thomas Searle, Natalia Chance, Aurelie Mascio, Naoko Skiada, Tao Wang, Angus Roberts, Robert Stewart, Daniel Bean, Richard Dobson. Mapping Multimorbidity in Individuals with Schizophrenia and Bipolar Disorders: Evidence from the South London and Maudsley NHS Foundation Trust Biomedical Research Centre (SLAM BRC) Case Register. BMJ Open (2021).
• Tao Wang, Yi Cai, Ho-fung Leung, and Raymond Y.K. Lau, Haoran Xie, Qing Li. On entropy-based term weighting schemes for text categorization. Knowledge and Information Systems (2021).

Earlier Publications

• Tao Wang, Emmanouil Mentzakis, Markus Brede, and Antonella Ianni. Estimating Determinants of Attrition in Eating Disorder Communities on Twitter: An Instrumental Variables Approach. Journal of Medical Internet Research, 2019.
• Tao Wang, Markus Brede, Antonella Ianni, and Emmanouil Mentzakis. Characterizing dynamic communication in online eating disorder communities: A multiplex network approach. Applied Network Science, 2019.
• Tao Wang, Markus Brede, Antonella Ianni, and Emmanouil Mentzakis. Social Interactions in Online Eating Disorder Communities: A Network Perspective. PLOS One 2018.
• Tao Wang, Markus Brede, Antonella Ianni, and Emmanouil Mentzakis. Detecting and Characterizing Eating-Disorder Communities on Social Media. International Conference on Web Search and Data Mining 2017.
• Tao Wang, Yi Cai, Ho-fung Leung, Zhiwei Cai, and Huaqing Min. Entropy-based Term Weighting Schemes for Text Categorization in VSM. IEEE International Conference on Tools with Artificial Intelligence 2015.
• Tao Wang, Yi Cai, Ho-fung Leung, Raymond YK Lau, Qing Li, and Huaqing Min. Product aspect extraction supervised with online domain knowledge. Knowledge-Based Systems 71 (2014): 86-100 .

For a complete list of publications, please visit my Google Scholar profile.