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AIML Research Seminar: How to engage effectively on LinkedIn

Miguel Balbin

With over a billion users, LinkedIn is filled with people sharing their professional lives, achievements, and goals. But are you among the loudest voices on the platform?

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AIML Research Seminar: Intelligent Molecular Design

Dr Jie Liu

Abstract:  Proteolysis-targeting chimeras (PROTACs) represent a powerful strategy for targeted protein degradation, yet their design is hindered by the complexity of linker generation and degradability assessment. Our recent research unifies PROTAC generation and degradability prediction. We leverage graph-based architectures to generate chemically valid linkers guided by protein鈥搇igand context and integrates predictive modelling to evaluate degradation potential. Experiments demonstrate the framework鈥檚 ability to produce diverse, drug-like candidates with reliable degradability predictions.

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