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Xiang Cheng

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Principles and Methodologies for Serial Performance OptimizationOSDI '252025-07-07
Reviewing 477 OSDI/SOSP papers from the past decade yields a claim that sequential optimizations fall into three principles—remove, replace, reorder—and eight…
Talk on
Theoretical and Practical Insights from Linear TransformersOptimization and Algorithm Design 20232023-11-27
One-layer linear transformers that minimize the in‑context loss provably reproduce one-step gradient descent (under Gaussian x and θ assumptions), and…
Talk
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