Shikun Liu

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Architecture Design (Transformers, SSMs, MoE) (1)Computer Vision (1)Training Efficiency & Optimization (1)

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Yehonathan Litman (1)Dario Seyb (1)Nicholas Milef (1)Carl Marshall (1)

Papers (1)

Feb 16, 2026

Yehonathan Litman +6Feb 16, 2026·also CMU ML

EditCtrl: Disentangled Local and Global Control for Real-Time Generative Video Editing

EditCtrl slashes the compute cost of generative video editing by 10x while *improving* quality, thanks to its focus on local masked tokens and lightweight global context.

Yehonathan Litman, Shikun Liu, Dario Seyb +4

Architecture Design (Transformers, SSMs, MoE)Computer Vision Training Efficiency & Optimization

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Shikun Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)