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Zhengchao Wang

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#natural language process... Preprint Sep 2026

OLED-MoE: Accelerating MoE-Based dLLM Inference via Inter-Iteration Locality-Aware Expert Offloading

OLED-MoE is proposed, an expert offloading system that uses confidence-guided inter-iteration prediction to retain high-value experts in GPU memory without introducing extra prefetch traffic and compensates unavoidable cache misses through CPU-GPU cooperative execution.

Jing Xiao, Jia-Yue Wang, Yi-Tao Hu et al. · 0 citations
Preprint Aug 2026

RAC: Reference-Aware Activation Compression for Communication-Efficient Split LLM Inference

System is presented, a reference-aware codec that retrieves exact-token historical spans for prefill uplinks, reuses the reconstructed uplink state for same-round prefill downlinks, and generates boundary-specific decode references with lightweight causal predictors.

Guo-Tao Yang, Ming-Ze Zhao, Hao-Peng Li et al. · 0 citations

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