Author

Shao-Bo Cui

2 papers indexed here

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#artificial intelligence Preprint Sep 2026

T-LoopFormer: Token-Level Elastic-Depth Looped Transformers for Latent Reasoning with Dynamic Routing

This work proposes dynamic token-choice routing for looped transformers, enabling each token to adaptively determine its own number of loop iterations based on its hidden state, which can improve the token generation accuracy and validate the effectiveness of token-choice router and recursion-wise KV cache.

Ming-Qian Yu, Wen-Peng Zhang, Shao-Bo Cui et al. · 1 citation

#machine learning Preprint Sep 2026

Charts Are Beyond Pixels: Probing for Layer-Wise Chart Understanding and Editing

Charts are structured visual compositions whose elements have distinct functional roles, semantic correspondences, and visibility relations. This structural view motivates evaluating whether models can understand and manipulate charts at the layer level. Existing chart benchmarks, however, primarily assess the correctn...

Xiao-Chuan Zhong, Yi-Fan Hou, Chen-Xi Pang et al. · 0 citations