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20242026
most citedSpatial Reasoning in Multimodal Large Language Models: A Survey of Tasks, Benchmarks and Methods

1 citations · 2 across the 5 of their papers we have counts for

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cs.LG2026

OGAM: Connecting Systematic Testing to Runtime Assurance through Object-Grounded Attention Monitoring for VLA Policies

Haki Darwish, Xiangyu Yin, Changwen Li +3

Benchmarks expose vision-language-action (VLA) policies to few canonical instructions, while exhaustive deployment testing is impossible. We introduce Object-Grounded Attention Mon…

cs.LG2025

Never Start from Scratch: Expediting On-Device LLM Personalization via Explainable Model Selection

Haoming Wang, Boyuan Yang, Xiangyu Yin +1

Personalization of Large Language Models (LLMs) is important in practical applications to accommodate the individual needs of different mobile users. Due to data privacy concerns,…