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Nan Jiang

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titleconferencedate
Show Me Why It's Correct: Saving 1/3 of Debugging Time in Program Repair with(…)OOPSLA 20252025-10-16
iFix instruments code using call-graph and def‑use analysis, runs failing tests on multiple patched copies, aligns per-variable runtime values into a runtime…
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On the Curses of Future and History in Off-policy Evaluation in non-Markov EnvironmentsEmerging Generalization Settings 20242024-09-09
Claims that OPE in partially observable settings gets polynomial (no exponential-in-horizon) sample complexity by replacing history-based value functions with…
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LoopDelta: Embedding Locality-aware Opportunistic Delta Compression in Inline...USENIX ATC '232023-07-10
LoopDelta embeds delta compression into inline deduplication and implements four concrete techniques: dual-locality-based similarity tracking, locality-aware…
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Batch Value-function Approximation with Only RealizabilityReinforcement Learning from Batch Data and Simulation2020-11-30
Claims a polynomial sample complexity guarantee under only realizability by introducing a batch value-function tournament that compares every pair f, f' and…
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On the Hardness of Reinforcement Learning With Value-function ApproximationEmerging Challenges in Deep Learning (Simons Institute workshop, 2019)2019-08-05
Asserts that having a realizable value-function class plus exploratory batch data is not enough for sample-efficient RL: a constructed MDP family yields a…
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Unleashing the Gorillacorn - DevOps in Very Large Enterprisesdevopsdays Toronto 20182018-05-30
Claims a measurable win: a replatformed cloud environment yields 48 dev and 24 production updates in four months versus 3 and 3 on-prem — about a 16x increase…
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