Author

Yu-Xiang Wang

3 papers indexed here

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Preprint Sep 2026

Interpreting and Evaluating Dynamic-Rate Speech Codec Boundaries

Dynamic-frame-rate neural speech codecs replace a uniform frame grid with variable-duration tokens, making boundary placement part of the representation itself. Yet it is unclear what these boundaries encode and whether interpretable boundaries are also useful for neural speech reconstruction. This work combines bounda...

Han Wang, Jia-Qi Li, Ying Shen et al. · 0 citations

#machine learning Preprint Sep 2026

RecurTrace: Adaptive Latent Reasoning with Loop-Time Memory

RecurTrace introduces Loop Memory Attention, which lets each looped layer attend to its own states from previous iterations along the loop-time axis, so the model can revisit earlier computations instead of relying on the latest state alone.

Yu-Xiang Wang, Kunyu Feng, Ying-Da Shen et al. · 3 citations

#artificial intelligence Preprint Aug 2026

Ignorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents

A knowledge-gated task-construction protocol is introduced that separates a task instruction from a compact artefact containing private conventions, reference tables, and utility operators, and it is shown that the retained tasks improve post-training.

Han-Lin Tian, Min-Hao Li, Yuhan Mi et al. · 0 citations