Lattice AI Research

Research focus

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

Frequent co-authors

Xinmu Ge (1)Zizhuo Zhang (1)Yu Huang (1)Jianing Zhu (1)

Papers (2)

Aug 12, 2026

Xinmu Ge +102w ago

Towards Understanding On-Policy Distillation through the Lens of Test-Time Scaling

OPD may improve sampling efficiency, but it risks making previously solvable problems unsolvable, challenging the notion of true capability expansion in LLMs.

Xinmu Ge, Zizhuo Zhang, Yu Huang +8

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

Aug 4, 2026

3w ago·also HKU, SJTU

SeqLLM: Augmenting LLMs with Behavioral-Sequence Modeling for High-Stakes Decisions at WeChat Pay

Screening precision for merchant risk control at WeChat Pay skyrockets from 92.0% to 97.5% with SeqLLM's innovative integration of behavioral-sequence modeling.

Guilin Li, Jiaxing Zhang, Matthias Hwai Yong Tan +1

Natural Language Processing Scalable Oversight & Alignment Theory

Weiran Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Weiran Huang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)