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Prakhar Agarwal

2 accepted papers

2026

BrowseNet: Knowledge Graph-Based Associative Memory for Contextual Information Retrieval

ICLR 2026poster

Associative memory systems face significant challenges in efficiently retrieving semantically related information from large document collections, particularly when queries require traversing complex relationships between concepts. Traditional retrieval-augmented generation (RAG) approaches often st…

Cited by 0SourceScholar
2025

Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs

NeurIPS 2025poster

Modern engineering, spanning electrical, mechanical, aerospace, civil, and computer disciplines, stands as a cornerstone of human civilization and the foundation of our society. However, engineering design poses a fundamentally different challenge for large language models (LLMs) compared with tradi…

Cited by 0SourceScholar