Xinyue Liang

The Hong Kong Polytechnic University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Multimodal Models (1)

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Yanjun Guo (1)Zhengqiang Zhang (1)Pengfei Wang (1)Zhiyuan Ma (1)

Papers (1)

Apr 20, 2026

5d ago·also OPPO

Memorize When Needed: Decoupled Memory Control for Spatially Consistent Long-Horizon Video Generation

Decoupling memory conditioning from video generation allows for more data-efficient training and better spatial consistency in long-horizon video generation, even when exploring novel scenes.

Yanjun Guo, Zhengqiang Zhang, Pengfei Wang +2

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

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Xinyue Liang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)