Abstract: In the graph-based semi-supervised learning, the Green-function method is a classical method that works by computing the Green's function in the graph space. However, when applied to large ...

Abstract: In this article, we propose a novel approach to reduce hardware resource consumption when neural networks (NNs) are deployed on field-programmable gate array (FPGA) boards. Rather than using ...

@article{rethinkingGraphs, author = {Qasim, Shah Rukh and Mahmood, Hassan and Shafait, Faisal}, title = {Rethinking Table Parsing using Graph Neural Networks ...

Check removed topics, updated syllabus, and deleted units to focus on key concepts for better preparation in the 2026 exams.

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