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20232026
most citedHow Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances

2 citations · 3 across the 16 of their papers we have counts for

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cs.AI2026

Scaling GUI Agents with Visual State Transitions

Xiangyan Liu, Kaixin Li, Haonan Wang +6

We introduce State Transition Pretraining (STP) as a new scaling axis for GUI agents. During the STP stage, we continually pretrain a unified multimodal model on visual state trans…