Jiayi Wei
Jiayi Wei
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Coeditor: Leveraging Repo-level Diffs for Code Auto-editing
Coeditor, a code editing model trained on code commits, surpasses previous code completion methods and unveils a new multi-round auto-editing application.
Jiayi Wei
,
Greg Durrett
,
Isil Dillig
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TypeT5: Seq2seq Type Inference using Static Analysis
Combining the strengths of CodeT5 and static analysis to predict Python type annotations.
Jiayi Wei
,
Greg Durrett
,
Isil Dillig
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STEADY: Simultaneous State Estimation and Dynamics Learning from Indirect Observations
A Monte Carlo expectation-maximization algorithm for learning stochastic kinodynamic models from noisy and indirect observations.
Jiayi Wei
,
Jarrett Holtz
,
Isil Dillig
,
Joydeep Biswas
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OneVision: Centralized to Distributed Controller Synthesis with Delay Compensation
A controller synthesis framework that automatically handles delay compensation for distributed robotic systems using receding horizon control.
Jiayi Wei
,
Tongrui Li
,
Swarat Chaudhuri
,
Isil Dillig
,
Joydeep Biswas
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LambdaNet: Probabilistic Type Inference using Graph Neural Networks
A neural architecture for type inference that combines the strength of explicit program analysis with graph neural networks.
Jiayi Wei
,
Maruth Goyal
,
Greg Durrett
,
Isil Dillig
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Singularity: Pattern Fuzzing for Worst Case Complexity
A new blackbox complexity testing technique for determining the worst-case asymptotic complexity using program synthesis.
Jiayi Wei
,
Jia Chen
,
Yu Feng
,
Kostas Ferles
,
Isil Dillig
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