Recently, transformer-based models have achieved remarkable success in various fields,
such as computer vision, speech recognition, and natural language processing. However …

Transformers have revolutionized deep learning and generative modeling, enabling
unprecedented advancements in natural language processing tasks. However, the size of …

Automated design of efficient transformer models has recently attracted significant attention
from industry and academia. However, most works only focus on certain metrics while …

The rapid progress of artificial intelligence (AI) has led to the emergence of a highly
promising field known as neuro-symbolic (NeSy) computing. This approach combines the …

Over the past decade, artificial intelligence (AI) has gained significant interest in industry and
academia. Deep neural network (DNN) models have exploded in size over the years. Wider …

Deep learning (DL) systems are revolutionizing technology across various fields. These
breakthroughs are driven by the availability of big data, tremendous growth in computational …