Mingyan Liu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Scaling Laws & Emergent Abilities (2)Inference & Quantization (1)Reasoning & Chain-of-Thought (1)Recommendation & Information Retrieval (1)

Frequent co-authors

Min Huang (1)Jiaming Tang (1)Chenlan Wang (1)Armin Sarabi (1)

Papers (2)

Oct 7, 2026

Mingyan Liu +16d ago

SemanticFold: Latent Sequence Compression SeparatesLanguage Modeling, Decodability, and Reasoning

LLM capabilities diverge under latent sequence compression; language modeling, decodability, and reasoning do not share a single compression threshold.

Mingyan Liu, Min Huang

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

Sep 22, 2026

Affiliation:3w ago

Decoding the Legalese: A Scalable and Quantitative Framework for Analyzing Corporate Privacy Policies

Jiaming Tang, Chenlan Wang, Mingyan Liu +1

Recommendation & Information Retrieval Scaling Laws & Emergent Abilities

Mingyan Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Mingyan Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)