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Jiayi's Research and Personal Projects by Area

Programing Languages and Software Engineering

  • Coeditor: Leveraging Contextual Changes for Multi-round Code Auto-editing.
  • TypeT5: Seq2seq Type Inference using Static Analysis and CodeT5.
  • LambdaNet: Probabilistic Type Inference for Javascript using Graph Neural Networks.
  • Singularity: Pattern Fuzzing for Worst-Case Algorithmic Complexity using Program Synthesis.
  • Escher-Scala: Recursive Program Synthesis using input-output examples.
  • LazyLang: A Haskell-style lazy-evaluation language in 500 lines of Scala code, using Monad Transformers.
  • TensorSafe: A Scala tensor/matrix library that encodes tensor shapes using type-level programming.

Robotics

  • STEADY: Simultaneous State Estimation and Dynamics Learning from Indirect Observations.
  • OneVision: Centralized to Distributed Controller Synthesis.

Miscellaneous

  • Takode: Web & Mobile UI for Orchestrating Teams of Agents.
  • SimpleTypePrint.jl: Display Julia types in a more human-friendly way.
  • SmartAsserts.jl: A drop-in replacement of the @assert macro that prints out additional information upon failure.
  • Muse: A heuristic (non–machine learning) algorithm that synthesizes realistic handwritten text from plain input.
  • textVary: An essay writer that detects repeating phrases.
  • LensTrace: A ray tracer written in Scala, featuring dispersion effects.
  • CAS-scala: A simple Computer Algebra System written in Scala with 2D formula rendering.

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