Outputs
Abdullah, A., Sandjaja, Fannya Ratana, Majeed, A. A., Wickremasinghe, G., Rafferty, K., & Sharma, V. (2024). Uncertainty in Supply Chain Digital Twins: A Quantum-Classical Hybrid Approach. ArXiv.org.
Bradley, E., Roman, M., Rafferty, K., & Devereux, B. (2024). SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction. ArXiv.org.
Brown, A., Roman, M., & Devereux, B. (2025). A Systematic Literature Review of Retrieval-Augmented Generation: Techniques, Metrics, and Challenges. Big Data and Cognitive Computing, 9(12), 320–320.
Dai, Y., Spence, I., Rafferty, K., Quinn, B., Huang, J., & Wang, H. (2025). TDSRL: Time Series Dual Self-Supervised Representation Learning for Anomaly Detection From Different Perspectives. IEEE Internet of Things Journal, 12(17), 35078–35096.
Deka, P., & Devereux, B. (2025). Structured Extraction from Business Process Diagrams Using Vision-Language Models. ArXiv.org.
Deka, P., & Devereux, B. (2025). Flowchart2Mermaid: A Vision-Language Model Powered System for Converting Flowcharts into Editable Diagram Code. ArXiv.org.
Lieander, A. J., Wang, H., & Rafferty, K. (2025). Prompt Optimization with Two Gradients for Classification in Large Language Models. AI, 6(8), 182.
Oyelade, O. N., Wang, H., & Rafferty, K. (2025). A Survey of Adaptation of Large Language Models to Idea and Hypothesis Generation: Downstream Task Adaptation, Knowledge Distillation Approaches and Challenges. ACM Computing Surveys, 58(6), 1.
Oyelade, O. N., Wang, H., & Rafferty, K. (2025). SMAR + NIE IdeaGen: A knowledge graph based node importance estimation with analogical reasoning on large language model for idea generation. Expert Systems with Applications, 279, 127455.
Ren, T., Wang, H., & Rafferty, K. (2025). Enhancing Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition. Proceedings of the AAAI Conference on Artificial Intelligence, 39(23), 25083–25091.
Ren, T., Zhang, Z., Wang, H., & Rafferty, K. (2025). OBELLA: Open the Book for Evaluating Long-Form Large Language Model Answers in Open-Domain Question Answering. Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 1109–1119.
Sandjaja, Fannya R, Majeed, A. A., Abdullah, A., Wickremasinghe, G., Rafferty, K., & Sharma, V. (2025). Policy Design in Zero-Trust Distributed Networks: Challenges and Solutions. ArXiv.org.
Smith, C., Rafferty, K., Sharma, V., & Rainey, E. (2025). Effective Mitigation of Cognitive Load in Complex Mixed Reality Tasks. Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 506–517.
Gyan Wickremasinghe, Fannya Ratana Sandjaja, Rafferty, K., & Sharma, V. (2025, November 24). State-verification in asynchronous blockchain-driven agentic AI systems. Proceedings of the 40th International Conference on Information Networking: ICOIN 2026.
Wickremasinghe, G., Frost, S., Rafferty, K., & Sharma, V. (2025). Sustainable business decision modelling with blockchain and digital twins: A survey. Blockchain: Research and Applications, 100312.
Wickremasinghe, G., Frost, S., Rafferty, K., & Sharma, V. (2024). Demonstrating a Hyperledger Fabric-based Blockchain with Knowledge Graphs for a Supply Chain Ecosystem. 2024 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 15–16.
ACM SAC 2026, Thessaloniki, Greece
Pritam Deka: ‘Structured Extraction from Business Process Diagrams Using Vision-Language Models’
AI Con 2024, AICC, Belfast
Pritam Deka: ‘AI-Powered Information Extraction: Turning Business Documents into Actionable Insights’
EAI INISCOM 2026, Da Nang City, Vietnam (Best Paper Award)
Fannya Ratana Sandjaja: ‘Policy Design in Zero-Trust Distributed Networks: Challenges and Solutions’
ICOIN 2026, Hanoi, Vietnam
Gyan Wickremasinghe: ‘State-Verification in Asynchronous Blockchain-Driven Agentic AI Systems’
ICDAR 2025, Wuhan, China
Ethan Bradley: ‘SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction’
IEEE SmartComp 2025, Cork, Ireland
Vishal Sharma, Gyan Wickremasinghe, Ayesha Abdul Majeed: ‘Secure & Smart Distributed Computing (Agentic AI & Blockchain)’
AAAI 2025, Philadelphia, USA
Tianyu Ren: ‘Enhanced Question Generation through Diversity-Seeking Reinforcement Learning with Bilevel Policy Decomposition’
HUCAPP 2025, Porto, Portugal (Best Student Paper Award)
Callum Smith: ‘Effective Mitigation of Cognitive Load in Mixed Reality Tasks’
IEEE ICBC 2024, Dublin, Ireland
Gyan Wickremasinghe: ‘Demonstrating a Hyperledger Fabric-based Blockchain with Knowledge Graphs for a Supply Chain Ecosystem’
Vishal Sharma, Gyan Wickremasinghe: ‘Beyond – Crypto: Preparing for the Next Wave of Challenges in Distributed Ledger Technology’
