Research collaboration networks play a crucial role in enhancing knowledge management practices within higher education libraries. This study explores the impact of research collaboration mapping on knowledge dissemination, academic productivity, and institutional innovation. By employing bibliometric techniques such as co-citation and co-occurrence analysis, this research identifies key trends, collaborative structures, and thematic clusters in academic library networks. The findings highlight the benefits of integrating digital tools and artificial intelligence for fostering interdisciplinary collaboration and optimizing resource sharing. However, challenges such as communication barriers, technological gaps, and diversity management must be addressed to maximize the potential of these networks. The study underscores the significance of strategic planning in academic libraries to adapt to evolving technological landscapes and enhance research support services. By leveraging research collaboration networks, libraries can strengthen their role as knowledge hubs, contributing to the broader goals of sustainability and digital transformation in academia.