Xiaoyi Zhang

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (2)Multimodal Models (1)Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)

Frequent co-authors

Zongyu Guo (2)Yuchen Guan (1)Xiao Li (1)Xiulian Peng (1)

Papers (2)

Jun 10, 2026

Yuchen Guan +4Jun 10, 2026·also Microsoft Research

From Content to Knowledge: Lightning Fast Long-Video Understanding with Neural Knowledge Representations

Transforming long videos into lightweight, reusable knowledge representations could redefine the efficiency of video understanding systems.

Yuchen Guan, Xiao Li, Zongyu Guo +2

Computer Vision Multimodal Models

Apr 14, 2026

University of Science and TechnologyApr 14, 2026·also Microsoft Research, SJTU

CoD-Lite: Real-Time Diffusion-Based Generative Image Compression

Real-time, lightweight image compression is now possible with diffusion models, thanks to a novel architecture that swaps transformers for convolutions and prioritizes compression-focused pre-training.

Zhaoyang Jia, Naifu Xue, Zihan Zheng +2

Architecture Design (Transformers, SSMs, MoE)Computer Vision Inference & Quantization

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Xiaoyi Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)