RTL-generation studies increasingly report functional correctness and post-synthesis quality, yet the evaluator itself is rarely treated as an experimental variable. A candidate can appear better when a security rule, protocol obligation, target context, feasibility gate, uncertainty policy, or provenance constraint is...
This paper proposes an novel framework that couples software-level scanning with hardware-level microprocessor activity monitoring to achieve efficient ransomware detection and mitigation and provides trace-level interpretability that explains the underlying decision process.
Salma Aboelmagd, Md Rakibul Ahasan, Zhi-Xin Pan et al.· 0 citations
Sparse attention reduces core-attention computation, but its indexers still incur repeated selection work and per-layer key-cache storage. Reusing selected indices across layers reduces this overhead but constrains multiple layers to the same token set. We introduce LatentIndex, which extends the latent-sharing princip...
Zhao-Hui Wang, Zhi-Xin Pan, Fan-Xu Meng et al.· 0 citations
Polymers are fundamental to modern materials science because their backbone chemistry, monomer composition, and chain architecture can be systematically tuned to achieve a virtually unlimited range of mechanical, thermal, electronic, and optical properties. To accelerate the discovery and design of polymeric material...
Amberbir Alemayoh, Zhi-Xin Pan, Ning Wang· Polymer Science & Techno...· 0 citations
A workload characterization study of 13 419 CNN configurations on two GPU platforms under GPU telemetry reveals that energy, latency, and memory exhibit fundamentally distinct scaling behaviors: energy and latency diverge by 3x under high computational demand, and cross-GPU transferability differs by target.
This work proposes HISA (Hierarchical Indexed Sparse Attention), a plug-and-play replacement for the indexer that rewrites the search path from a flat token scan into a two-stage hierarchical procedure: a block-level coarse filtering stage that scores pooled block representations to discard irrelevant regions, followed...
Yufei Xu, Fan-Xu Meng, Fan Jiang et al.· arXiv.org· 10 citations· ⚡1
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