Recent Publications

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

2025

• Wang, Tao; Codling, David; Msosa, Yamiko Joseph; et al. "VIEWER: an extensible visual analytics framework for enhancing mental healthcare." Journal of the American Medical Informatics Association, ocaf010, 2025. Oxford University Press.
• Bu, Yuqi; Wu, Xin; Cai, Yi; Liu, Qiong; Wang, Tao; Huang, Qingbao. "Error-Aware Generative Reasoning for Zero-Shot Visual Grounding." IEEE TRANSACTIONS ON MULTIMEDIA, 2025. Institute of Electrical and Electronics Engineers Inc.

2024

• Yuan, Li; Cai, Yi; Xu, Jingyu; Li, Qing; Wang, Tao. "A Fine-Grained Network for Joint Multimodal Entity-Relation Extraction." IEEE Transactions on Knowledge & Data Engineering, 01: 1-15, 2024. IEEE Computer Society.
• Wu, Xin; Bu, Yuqi; Cai, Yi; Wang, Tao. "Updating Large Language Models' Memories with Time Constraints." Findings of the Association for Computational Linguistics: EMNLP 2024, 13693-13702, 2024.
• Patel, Dipen; Msosa, Yamiko Joseph; Wang, Tao; 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(1): e49548, 2024. JMIR Publications Inc.

2023

• Wang, Tao; Codling, David; Bhugra, Dinesh; et al. "Unraveling ethnic disparities in antipsychotic prescribing among patients with psychosis: A retrospective cohort study based on electronic clinical records." Schizophrenia Research, 260: 168-179, 2023. Elsevier.
• Chen, Feng; Xie, Jiayuan; Cai, Yi; Lin, Zehang; Li, Qing; Wang, Tao. "Graph convolutional network for difficulty-controllable visual question generation." World Wide Web, 1-23, 2023. Springer.
• Msosa, Yamiko Joseph; Grauslys, Arturas; Zhou, Yifan; Wang, Tao; 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. IEEE.
• Wu, Xin; Cai, Yi; Lian, Zetao; Leung, Ho-fung; Wang, Tao. "Generating Natural Language From Logic Expressions With Structural Representation." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023. IEEE.
• Ariño, Helena; Bae, Soo Kyung; Chaturvedi, Jaya; Wang, Tao; Roberts, Angus. "Identifying encephalopathy in patients admitted to an intensive care unit: going beyond structured information using natural language processing." Frontiers in Digital Health, 2023.
• Chaturvedi, Jaya; Wang, Tao; Velupillai, Sumithra; Stewart, Robert; Roberts, Angus. "Development of a Knowledge Graph Embeddings Model for Pain." AMIA Annual Symposium Proceedings, 299, 2023. American Medical Informatics Association.

2022

• Xie, Jiayuan; Fang, Wenhao; Huang, Qingbao; Cai, Yi; Wang, Tao. "Enhancing Paraphrase Question Generation with Prior Knowledge." IEEE/ACM Transactions on Audio, Speech and Language Processing, 2022. IEEE.
• Farran, Dina; Bean, Daniel; Wang, Tao; Msosa, Yamiko; Casetta, Cecilia; Dobson, Richard; Teo, James T; Scott, Paul; Gaughran, Fiona. "Anticoagulation for atrial fibrillation in people with serious mental illness in the general hospital setting." Journal of psychiatric research, 153: 167-173, 2022. Elsevier.
• Patel, Dipen; Msosa, Yamiko Joseph; Wang, Tao; et al. "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.
• Chen, Xiaofeng; Ren, Haopeng; Cai, Yi; Leung, Ho-fung; Wang, Tao. "Task-adaptive Feature Fusion for Generalized Few-shot Relation Classification in an Open World Environment." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2022. IEEE.
• Wang, Tao; Bendayan, Rebecca; Msosa, Yamiko; Pritchard, Megan; Roberts, Angus; Stewart, Robert; Dobson, Richard. "Patient-centric characterization of multimorbidity trajectories in patients with severe mental illnesses: A temporal bipartite network modeling approach." Journal of biomedical informatics, 127: 104010, 2022. Academic Press.

2021

• Xie, Jiayuan; Peng, Ningxin; Cai, Yi; Wang, Tao. "Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions." IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021. IEEE.
• Bendayan, Rebecca; et al. including Wang, Tao. "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.
• Wang, Tao; Cai, Yi; Leung, Ho-fung; Lau, Raymond YK; Xie, Haoran; Li, Qing. "On entropy-based term weighting schemes for text categorization." Knowledge and Information Systems, 63(9): 2313-2346, 2021. Springer London.

Earlier Publications

• Wang, Tao, 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 21, no. 5 (2019): e10942.
• Wang, Tao, Markus Brede, Antonella Ianni, and Emmanouil Mentzakis. "Characterizing dynamic communication in online eating disorder communities: A multiplex network approach." Applied Network Science 4, no. 1 (2019): 12.
• Wang, Tao; Brede, Markus; Ianni, Antonella; Mentzakis, Emmanouil. "Social interactions in online eating disorder communities: A network perspective." PloS one, 13(7): e0200800, 2018. Public Library of Science.
• Wang, Tao; Brede, Markus; Ianni, Antonella; Mentzakis, Emmanouil. "Detecting and characterizing eating-disorder communities on social media." Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 91-100, 2017. ACM.
• Wang, Tao, Yi Cai, Ho-fung Leung, Zhiwei Cai, and Huaqing Min. "Entropy-based term weighting schemes for text categorization in VSM." In 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI), pp. 325-332. IEEE, 2015.
• Wang, Tao; Cai, Yi; Leung, Ho-fung; Lau, Raymond YK; Li, Qing; Min, Huaqing. "Product aspect extraction supervised with online domain knowledge." Knowledge-Based Systems, 71: 86-100, 2014. Elsevier.

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