Search Results for author: Jinjun Peng

Found 2 papers, 1 papers with code

Quarl: A Learning-Based Quantum Circuit Optimizer

no code implementations17 Jul 2023 Zikun Li, Jinjun Peng, Yixuan Mei, Sina Lin, Yi Wu, Oded Padon, Zhihao Jia

Applying reinforcement learning (RL) to quantum circuit optimization raises two main challenges: the large and varying action space and the non-uniform state representation.

Reinforcement Learning (RL)

NeuRI: Diversifying DNN Generation via Inductive Rule Inference

1 code implementation4 Feb 2023 Jiawei Liu, Jinjun Peng, Yuyao Wang, Lingming Zhang

NeuRI finds 100 new bugs for PyTorch and TensorFlow in four months, with 81 already fixed or confirmed.

Decision Making Program Synthesis +1

Cannot find the paper you are looking for? You can Submit a new open access paper.