Jinpeng Chen

Huawei Research

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (2)Multimodal Models (2)Inference & Quantization (1)Tool Use & Agents (1)

Frequent co-authors

Yicheng Ji (1)Cong Wang (1)Lidan Shou (1)Gang Chen (1)

Papers (2)

Apr 7, 2026

Yicheng Ji +52w ago·also Huawei, ZJU

See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs

Video-LLMs can be sped up by nearly 3x without sacrificing performance, simply by loosening the strict matching requirements of speculative decoding and focusing on visual-semantic relevance.

Yicheng Ji, Jinpeng Chen, Cong Wang +3

Computer Vision Inference & Quantization Multimodal Models

Apr 5, 2026

3w ago·also Huawei

AURA: Always-On Understanding and Real-Time Assistance via Video Streams

Real-time, open-ended video understanding is now possible: AURA enables VideoLLMs to proactively respond to live video streams, moving beyond simple captioning.

Xudong Lu, Yang Bo, Jinpeng Chen +8

Computer Vision Multimodal Models Tool Use & Agents

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Jinpeng Chen

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)