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Haochen Huang

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Breaking the Reward Barrier: Accelerating Tree-of-Thought Reasoning via Speculative...20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
Proposes SPEX, a speculative-exploration system implemented on SGLang that predicts and expands likely Tree-of-Thought branches before reward feedback, using…
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PYLIVE: On-the-Fly Code Change for Python-based Online ServicesUSENIX ATC '212021-07-14
A framework that enables on-the-fly code change for Python online services, using Python’s meta-object protocol and dynamic typing to add dynamic logging and…
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PracExtractor: Extracting Configuration Good Practices from Manuals to Detect...USENIX ATC '202020-07-15
PracExtractor uses NLP (keyword + syntactic pattern filtering, dependency parsing, entity identification and semantic pattern matching) to turn manual…
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