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Author

Yidong Chen

Xiamen University

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Preprint Aug 2026

TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents

TARL is introduced, a memory state update framework that maps each statement to one of five executable actions and is trained by comparing the memory states produced by alternative update operations, encouraging the model to select the operation that leads to the correct result.

Han Xiao, Hong-Jun Xu, Xin Zhang et al. · 1 citation
Aug 2026

Variational Sign Language Translation

A novel framework based on conditional Variational autoencoder for SLT (VSLT) that facilitates direct and sufficient cross-modal alignment between sign language videos and spoken language text is proposed, and a shared Attention Residual Gaussian Distribution (ARGD) which considers the textual information as a residual...

Rui Zhao, Liang Zhang, Biao Fu et al. · 0 citations
Preprint Aug 2026

TARL: Transaction-Aware Reliable Ledgers for Executable Memory Management in Long-Term Agents

TARL is introduced, a memory state update framework that maps each statement to one of five executable actions and is trained by comparing the memory states produced by alternative update operations, encouraging the model to select the operation that leads to the correct result.

Han Xiao, Hongjun Xu, Xin Zhang et al. · 0 citations

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