L. Valkov

AI Center-Mountain View, Samsung Electronics

Papers on Lattice

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Research focus

Inference & Quantization (1)Reasoning & Chain-of-Thought (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Xingjian Diao (1)Wenbo Li (1)Yashas Malur Saidutta (1)Avinash Amballa (1)

Papers (1)

Jun 10, 2026

AI Center-Mountain ViewJun 10, 2026·also Dartmouth, Joy Future Academy

Doc-to-Atom: Learning to Compile and Compose Memory Atoms

Compiling documents into semantically typed knowledge atoms allows for targeted, efficient retrieval that boosts performance on long-document reasoning tasks.

Xingjian Diao, Wenbo Li, Yashas Malur Saidutta +4

Inference & Quantization Reasoning & Chain-of-Thought Scaling Laws & Emergent Abilities

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L. Valkov

Research focus

Frequent co-authors

Papers (1)