Mengcheng Lan

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Data Curation & Synthetic Data (1)Open-Source Models & Weights (1)Tool Use & Agents (1)Architecture Design (Transformers, SSMs, MoE) (1)

Frequent co-authors

Zilong Huang (2)Zihan Ding (1)Longxu Dou (1)Qi Gao (1)

Papers (2)

Aug 16, 2026

Zihan Ding +311w ago·also Affiliation:

UI-Mate: Advancing Open-Weight Foundation GUI Agents with In-Context Demonstrations

UI-Mate-27B not only sets a new open-weight benchmark in GUI automation but also doubles the success rate of long-horizon tasks with just one demonstration.

Zihan Ding, Longxu Dou, Qi Gao +29

Data Curation & Synthetic Data Open-Source Models & Weights Tool Use & Agents

May 1, 2026

Yan Fang +8May 1, 2026

Let ViT Speak: Generative Language-Image Pre-training

Ditch the complex multimodal pre-training pipelines: GenLIP proves a simple language modeling objective can effectively align vision encoders with LLMs, achieving strong performance with less data.

Yan Fang, Mengcheng Lan, Zilong Huang +6

Architecture Design (Transformers, SSMs, MoE)Computer Vision Multimodal Models

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Mengcheng Lan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)