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X. Ji | Lattice

X. Ji

Papers on Lattice

1

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3

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Publication activitypapers/week, last 8 weeks

Research focus

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

Frequent co-authors

Anqi Zhang (1)Xiaokang Ji (1)Guangyu Gao (1)Jianbo Jiao (1)

Papers (1)

Mar 19, 2026

1w ago

Rethinking MLLM Itself as a Segmenter with a Single Segmentation Token

Ditch the mask decoder: a single segmentation token can unlock competitive image segmentation directly from MLLMs.

Anqi Zhang, Xiaokang Ji, X. Ji +5

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

C. Liu (1)

Chi Harold Liu (1)

Yunchao Wei (1)