Longfei Li

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Reasoning & Chain-of-Thought (1)Scaling Laws & Emergent Abilities (1)

Frequent co-authors

Yao Zhao (2)Jun Zhou (2)Yizhou Han (1)Ruoyu Sun (1)

Papers (2)

Jun 15, 2026

3d ago·also Ant Group, Ling Team

QK-Normed MLA: QK normalization without full key caching

QK normalization can be effectively integrated into MLA without the overhead of full key caching, leading to improved performance and efficiency.

Yizhou Han, Yao Zhao, Jun Zhou +2

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization

Jun 13, 2026

Ang Li +2175d ago·also Microsoft Research, Ant Group, Anyverse Dynamics, BAAI +8

Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale

Ling-2.6 and Ring-2.6 achieve unprecedented efficiency in agentic intelligence, enabling instant responses and deep reasoning at trillion-parameter scale.

Ang Li, Ben Liu, Bin Han +215

Reasoning & Chain-of-Thought Scaling Laws & Emergent Abilities Tool Use & Agents

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Longfei Li

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)