Peixin Wang

Peixin Wang

University of Oxford

H-index: 2

Europe-United Kingdom

About Peixin Wang

Peixin Wang, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of Formal Methods, Program Verification, Probabilistic Programming, Trustworthy AI.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unifying Qualitative and Quantitative Safety Verification of DNN-Controlled Systems

Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales

Taming reachability analysis of dnn-controlled systems via abstraction-based training

Boosting verification of deep reinforcement learning via piece-wise linear decision neural networks

Tail-Bound Cost Analysis over Nondeterministic Probabilistic Programs

Template-Based Static Posterior Inference for Bayesian Probabilistic Programming

Static Analysis of Posterior Inference in Bayesian Probabilistic Programming

Peixin Wang Information

University

Position

Department of Computer Science

Citations(all)

105

Citations(since 2020)

105

Cited By

32

hIndex(all)

2

hIndex(since 2020)

2

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Peixin Wang Skills & Research Interests

Formal Methods

Program Verification

Probabilistic Programming

Trustworthy AI

Top articles of Peixin Wang

Unifying Qualitative and Quantitative Safety Verification of DNN-Controlled Systems

arXiv preprint arXiv:2404.01769

2024/4/2

Robustness Verification of Deep Reinforcement Learning Based Control Systems Using Reward Martingales

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

Taming reachability analysis of dnn-controlled systems via abstraction-based training

2023/12/30

Boosting verification of deep reinforcement learning via piece-wise linear decision neural networks

Advances in Neural Information Processing Systems

2023/12/15

Tail-Bound Cost Analysis over Nondeterministic Probabilistic Programs

Journal of Shanghai Jiaotong University (Science)

2023/12

Peixin Wang
Peixin Wang

H-Index: 2

Template-Based Static Posterior Inference for Bayesian Probabilistic Programming

arXiv preprint arXiv:2307.13160

2023/7/24

Static Analysis of Posterior Inference in Bayesian Probabilistic Programming

2023/3/10

See List of Professors in Peixin Wang University(University of Oxford)

Co-Authors

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