Yi Yuan

Shanghai Artificial Intelligence Laboratory

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Tool Use & Agents (1)Computer Vision (1)

Frequent co-authors

Xuhong Wang (1)Shanzhe Lei (1)Ze Zhao (1)Zhongwang Lun (1)

Papers (2)

Apr 7, 2026

3w ago

Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Confidence Estimation and Calibration

Users are right to be skeptical of AI-generated research reports: this new agent tackles the problem head-on by quantifying and calibrating its confidence in each claim.

Yi Yuan, Xuhong Wang, Shanzhe Lei

Eval Frameworks & Benchmarks Natural Language Processing Tool Use & Agents

Mar 16, 2026

Mar 16, 2026·also Shanghai AI Lab

Efficient Document Parsing via Parallel Token Prediction

Document parsing just got a whole lot faster: a simple plug-in method boosts VLM decoding speed by up to 2.2x while also reducing hallucinations.

Ze Zhao, Zhongwang Lun, Yi Yuan +2

Computer Vision Inference & Quantization Multimodal Models

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Yi Yuan

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)