2 papers
cs.AI2026
Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents
Tianshi Xu, Huifeng Wen, Meng Li
LLM agents are shaped not only by their language models, but also by the runtime harness that mediates observation, tool use, action execution, feedback interpretation, and traject…
cs.AR2025
SpecMamba: Accelerating Mamba Inference on FPGA with Speculative Decoding
Linfeng Zhong, Songqiang Xu, Huifeng Wen +4
The growing demand for efficient long-sequence modeling on edge devices has propelled widespread adoption of State Space Models (SSMs) like Mamba, due to their superior computation…