Lattice AI Research

Research focus

Data Curation & Synthetic Data (2)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Ming-Ming Cheng (2)Modi Jin (1)Yiming Zhang (1)Boyuan Sun (1)

Papers (2)

Feb 13, 2026

3w ago

GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics

Expert-annotated geographic reasoning data and specialized rewards unlock superior geolocation performance in RL agents, outperforming even large VLLMs.

Modi Jin, Yiming Zhang, Boyuan Sun +3

Data Curation & Synthetic Data Reasoning & Chain-of-Thought Tool Use & Agents

3w ago

Towards Universal Video MLLMs with Attribute-Structured and Quality-Verified Instructions

Forget incomplete video descriptions: a new dataset and training pipeline yields video captioning models that are competitive with Gemini-3-Pro while reducing hallucinations.

Yunheng Li, Hengrui Zhang, Wenzhao Gao +4

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Multimodal Models

Qibin Hou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Qibin Hou

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)