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Yuan Yao

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titleconferencedate
Neuro-Symbolic Proof Generation for Scaling Systems Software Verification20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Neuro-symbolic proof search implements a best-first tree search that repeatedly queries a fine-tuned LLM for single-step tactics, executes each step in a new…
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Towards Trustworthy AI: Reflections on Learning and Smale's LegacySmale@95: A Conference in Honor of Steve Smale2025-07-21
Two decades of work trace a throughline from the Smale 18 problem to concrete limits and fixes for modern ML: learnability requires condition number and…
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Cosmic: Cost-Effective Support for Cloud-Assisted 3D PrintingUSENIX ATC '252025-07-07
Cloud controller called Cosmic partitions serverless workers into groups and issues timely speculation to hide ~10 ms invocation delays measured on AWS Lambda…
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Applied Hodge TheorySpectral Algorithms: From Theory to Practice 20142014-10-27
Linear-algebra Hodge theory on clique complexes decomposes pairwise edge data exactly into orthogonal components: a solvable gradient (global) component found…
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