Author

Hanling Zhang

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Preprint Oct 2026

Cache Engineering for Agents

Large Language Model (LLM) agents can handle increasingly complex tasks, navigating long trajectories of observations and actions. As these trajectories grow, key-value (KV) cache I/O and storage become the dominant cost. Trajectories can also exceed the LLM's maximum context length, requiring control over active cache...

Tianyu Fu, Ruo-Xin Wang, Zi-Han Min et al. · 0 citations

#natural language process... Preprint Sep 2026

Reducing the Output-Mode Gap in Speech Language Models via Joint-Output On-Policy Distillation

Joint-Output On-Policy Distillation (JO-OPD) is proposed, which distills the model's stronger S2T policy into joint generation using student-generated S2TS trajectories, which reduces OMG across two interleaved generation architectures.

Da-Xin Tan, De-Hua Tao, Chen-Xi Deng et al. · 0 citations