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Yuheng Shi | Lattice

Yuheng Shi

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Multimodal Models (1)

Frequent co-authors

Xiaohuan Pei (1)Xiaohuan Pei (1)Linfeng Wen (1)Linfeng Wen (1)

Papers (1)

Apr 8, 2026

Yuheng Shi +72w ago·also Sydney

Q-Zoom: Query-Aware Adaptive Perception for Efficient Multimodal Large Language Models

MLLMs can achieve 4x faster inference without sacrificing accuracy by intelligently focusing on only the image regions relevant to the query.

Yuheng Shi, Xiaohuan Pei, Xiaohuan Pei +5

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Multimodal Models

Minjing Dong (1)

Minjing Dong (1)