3 papers
cs.IR2026
Leveraging LLMs and Heterogeneous Knowledge Graphs for Persona-Driven Session-Based Recommendation
Muskan Gupta, Suraj Thapa, Jyotsana Khatri
Session-based recommendation systems (SBRS) aim to capture user's short-term intent from interaction sequences. However, the common assumption of anonymous sessions limits personal…
cs.IR2025
SemSR: Semantics aware robust Session-based Recommendations
Jyoti Narwariya, Priyanka Gupta, Muskan Gupta +2
Session-based recommendation (SR) models aim to recommend items to anonymous users based on their behavior during the current session. While various SR models in the literature uti…
cs.IR2024
Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation
Muskan Gupta, Priyanka Gupta, Lovekesh Vig
Session-based recommendation (SR) models aim to recommend top-K items to a user, based on the user's behaviour during the current session. Several SR models are proposed in the lit…