Alagappan Valliappan

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Inference & Quantization (1)Scaling Laws & Emergent Abilities (1)

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Jul 23, 2026

Alagappan ValliappanJul 23, 2026

Windowed-MTP: Removing the Full-Context Draft-KV Tax at Million-Token Context

By bounding the draft's KV working set to a constant, Windowed-MTP slashes decoding costs by up to 44% at million-token contexts, redefining efficiency in autoregressive models.

Alagappan Valliappan

Inference & Quantization Scaling Laws & Emergent Abilities

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Alagappan Valliappan

Publication activitypapers/week, last 8 weeks

Research focus

Papers (1)