Kanishka Dandeniya

GradSup: Gradient Superposition for Personalised and Scalable LLM Recommendation

Large language models (LLMs) have demonstrated strong capabilities in recommendation tasks such as item, sequence, conversational recommendation, and explanation generation. However, LLM weights are typically shared across all users. Adapting these models to individual users remains a fundamental challenge that require...