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20232026
most citedGMLM: Bridging Graph Neural Networks and Language Models for Heterophilic Node Classification

1 citations · 1 across the 12 of their papers we have counts for

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cs.CL2026

Small Agents with Semantic Search: Efficient Multilingual Code Localization

Maxence Lasbordes, Aarush Sinha, Raphael Sourty +2

Locating relevant files from natural-language requests is a core subtask for agents operating over code repositories. We investigate whether this task can be delegated to compact,…

cs.CL2025★ 1 cited

GMLM: Bridging Graph Neural Networks and Language Models for Heterophilic Node Classification

Aarush Sinha

Integrating Pre-trained Language Models (PLMs) with Graph Neural Networks (GNNs) remains a central challenge in text-rich heterophilic graph learning. We propose a novel integratio…

cs.CL2025

ArxEval: Evaluating Retrieval and Generation in Language Models for Scientific Literature

Aarush Sinha, Viraj Virk, Dipshikha Chakraborty +1

Language Models [LMs] are now playing an increasingly large role in information generation and synthesis; the representation of scientific knowledge in these systems needs to be hi…