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Zheng Wang

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Open access Oct 2026

CapOpt: Capability-Aware Superoptimization for Secure and Provably Faster Code

Superoptimization is a powerful code optimization technique that generates optimized instruction sequences by exploring the space of instruction-level transformations. However, existing superoptimizers assume that pointers and integers are interchangeable, an assumption that no longer holds in memory-security-enhanced...

Xiao-Yang Sun, Dejice Jacob, Huan-Ting Wang et al. · 0 citations
Oct 2026

SynergyScale: Optimizing Offloading and Task Partitioning for Efficient Model Training

Deep neural networks (DNNs) with billions of parameters power many important applications, but their training is fundamentally constrained by the limited on-chip memory of GPUs. This memory wall forces training to rely on distributed execution or memory offloading, both of which introduce substantial inefficiencies. Ex...

Xiaoyang Sun, Jie Xu, Zheng Wang · 0 citations

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