Lattice AI Research

Research focus

Recommendation & Information Retrieval (2)Interpretability & Mechanistic Interp (1)Multimodal Models (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Adamya Shyam (2)Venkateswara Rao Kagita (2)Vikas Kumar (2)

Papers (2)

Feb 23, 2026

Adamya Shyam +33w ago

DReX: An Explainable Deep Learning-based Multimodal Recommendation Framework

DReX offers a unified multimodal recommendation framework that not only outperforms existing methods but also provides interpretable user and item profiles by leveraging interaction-level features.

Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana +1

Interpretability & Mechanistic Interp Multimodal Models Recommendation & Information Retrieval

Adamya Shyam +33w ago

GrIT: Group Informed Transformer for Sequential Recommendation

Forget isolated user histories – GrIT leverages dynamic group affiliations to predict your next purchase with surprising accuracy.

Adamya Shyam, Venkateswara Rao Kagita, Bharti Rana +1

Architecture Design (Transformers, SSMs, MoE)Recommendation & Information Retrieval

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Bharti Rana

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)