Computer Science Research Group

Perspective: Improving social connection and inclusion through equitable digital health solutions

D Kwasnicka, J Kelly, E Quested, L Baldassar, S Robinson, R Sinnott, P O’Halloran, A Tiedemann, P Flatau, R Ogrin, J Farmer, AC King

Journal article  |  2026  |  Npj Digital Medicine

In this Perspective, we address the critical intersection of digital health, social connection, and health equity. Taking an inter..

Large Language Models for Computer-Aided Design: A Survey

Licheng Zhang, Bach Le, Naveed Akhtar, Siew-Kei Lam, Duc Ngo

Journal article  |  2026  |  ACM Computing Surveys

Large Language Models (LLMs) have seen rapid advancements in recent years, with models like ChatGPT and DeepSeek, showcasing their..

Just-in-time bug classifier: A step towards integrating Automated Program Repair in CI/CD pipelines

V Kabadi, XBD Le, P Thongtanunam, C Treude

Journal article  |  2026  |  Information and Software Technology

Context: Automated Program Repair (APR) tools have advanced in recent years, yet their effectiveness can improve when integrated i..

EVerGen: Optimal path planning for electric vehicle using modified genetic algorithm in internet of vehicular things

S Khatua, A Mukherjee, D De, SK Ghosh, R Buyya

Journal article  |  2026  |  Computers and Electrical Engineering

The widespread adoption of electric vehicles (EVs) for green and eco-friendly vehicular systems, has brought several challenges, s..

Evaluating large language models for multilingual vulnerability detection at dual granularities

H Shu, M Fu, J Yu, D Wang, C Tantithamthavorn, J Chen, Y Kamei

Journal article  |  2026  |  Empirical Software Engineering

Various deep learning-based approaches utilizing pre-trained language models (PLMs) have been proposed for automated vulnerability..

Efficient bidirectional charge scheduling for electric vehicles: Optimizing cost and carbon emissions

S Zhao, AN Toosi, M Goudarzi, MA Cheema, H Wang

Journal article  |  2026  |  Sustainable Energy Grids and Networks

Modern Electric Vehicles (EVs) support two-way energy flow, allowing vehicles to both draw power from and supply power to the grid..

SynJAC: synthetic-data-driven joint-granular adaptation and calibration for domain specific scanned document key information extraction

Y Ding, SC Han, Z Li, H Chung

Journal article  |  2026  |  Information Fusion

Visually Rich Documents (VRDs), comprising elements such as charts, tables, and paragraphs, convey complex information across dive..

DPS: Design pattern summarisation using code features

N Nazar, S Sikka, C Treude

Journal article  |  2026  |  Empirical Software Engineering

Automatic summarisation has been used effectively in recent years to condense texts, conversations, audio, code, and various other..

PIFGSR: Pluggable framework for information fusion using generative artificial intelligence (GenAI) in recommender systems

Y Di, H Shi, KH Syed, R Ma, H Guan, Y Liu, R Buyya

Journal article  |  2026  |  Information Fusion

The application of Generative Artificial Intelligence (GenAI) in information fusion brings new breakthroughs in enhancing user exp..

A joint time and energy-efficient federated learning-based computation offloading method for mobile edge computing

A Mukherjee, R Buyya

Journal article  |  2026  |  Future Generation Computer Systems

Computation offloading at lower time and lower energy consumption is crucial for resource-constrained mobile devices. This paper p..