4 papers
HugSelect: An Explainable Multi-Criteria Decision-Support Framework for foundation-model selection
Alireza Joonbakhsh, Arda Canser Adalı, Slinger Jansen +2
Foundation models are increasingly reused as software components, making model selection a critical software-engineering decision. Current model hubs primarily support discovery th…
Evidence-Driven Decision Support for AI Model Selection in Research Software Engineering
Alireza Joonbakhsh, Alireza Rostami, AmirMohammad Kamalinia +4
The rapid proliferation of artificial intelligence (AI) models and methods presents growing challenges for research software engineers and researchers who must select, integrate, a…
ExBigBang: A Dynamic Approach for Explainable Persona Classification through Contextualized Hybrid Transformer Analysis
Saleh Afzoon, Amin Beheshti, Nabi Rezvani +7
In user-centric design, persona development plays a vital role in understanding user behaviour, capturing needs, segmenting audiences, and guiding design decisions. However, the gr…
Auto-SpMV: Automated Optimizing SpMV Kernels on GPU
Mina Ashoury, Mohammad Loni, Farshad Khunjush +1
Sparse matrix-vector multiplication (SpMV) is an essential linear algebra operation that dominates the computing cost in many scientific applications. Due to providing massive para…