Yazdan Jamshidi
2 indexed papers
Recent (6 mo)
2With code
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226
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NLP×2ML×1Crypto×1
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2026
Talk is (Not) Cheap: A Taxonomy and Benchmark Coverage Audit for LLM Attacks
The paper introduces a comprehensive taxonomy and auditing framework to assess the collective coverage of existing LLM attack benchmarks, revealing significant and systematic gaps in current testing methodologies.
PALS: Percentile-Aware Layerwise Sparsity for LLM Pruning
The paper proposes PALS, a method for adjusting per-layer sparsity based on activation magnitudes in transformer models, achieving better performance than uniform one-shot pruning methods.
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Papers
cs.CLcs.LGEmpiricalRecentJul 8, 2026
PALS: Percentile-Aware Layerwise Sparsity for LLM Pruning
The paper proposes PALS, a method for adjusting per-layer sparsity based on activation magnitudes in transformer models, achieving better performance than uniform one-shot pruning methods.
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cs.CRcs.CLRecent