Author

Minxing Chu

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Preprint Oct 2026

RetainZ: Reclaim-Time-Aware Placement for AI Checkpoints on Zoned SSDs

Solid State Drives (SSDs) are becoming the dominant medium for performance-critical storage. Zoned Namespace (ZNS) SSDs are getting more and more attractive because sequential writes and explicit zone resets reduce address-mapping, over-provisioning, and internal garbage-collection costs. However, reclaiming space requ...

Min-Xing Chu, Ruo-Xin Yang · 0 citations

Preprint Aug 2026

Heterogeneity-Aware Microscaling for Efficient Low-Bit LLM Inference

AdaMX (Adaptive Microscaling), a heterogeneity-aware format and accelerator that removes 83% of the MXFP4 accuracy loss on commonsense and 82% on MMLU, and 43% and 27% of the NVFP4 loss across LLMs from 3B to 70B.

Junyi Luo, Xin Jiang, Tai-Hao Wen et al. · 0 citations