作者位次 #3/4NeurIPS 2026Poster· Deep Learning / Algorithms
TriAxialKV: Toward Extreme Low-Precision KV-Cache Quantization for Agentic Inference Tasks
Hanzhang Shen · Haoran Wu · Yiren Zhao · Robert Mullins
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Hanzhang Shen · Haoran Wu · Yiren Zhao · Robert Mullins
Zixi Zhang · Zhiwen Mo · Yiren Zhao · Robert D. Mullins
Agentic LLM inference with long contexts is increasingly limited by memory bandwidth rather than compute. In this setting, SwiGLU MLP blocks, whose large weights exceed cache capacity, become a major yet under-optimized bottleneck in the Transformer architecture. We propose DeepFusionKernel, a de...