Clark Barrett

Clark Barrett

Stanford University

H-index: 48

North America-United States

About Clark Barrett

Clark Barrett, With an exceptional h-index of 48 and a recent h-index of 35 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Formal Methods, Satisfiability Modulo Theories, Automated Reasoning, Verification, Security.

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

Marabou 2.0: A Versatile Formal Analyzer of Neural Networks

IsaRare: Automatic Verification of SMT Rewrites in Isabelle/HOL

Split Gröbner Bases for Satisfiability Modulo Finite Fields

Towards Efficient Verification of Quantized Neural Networks

Towards Optimal Caching and Model Selection for Large Model Inference

H2o: Heavy-hitter oracle for efficient generative inference of large language models

Markovian Agents for Truthful Language Modeling

Verix: Towards verified explainability of deep neural networks

Clark Barrett Information

University

Position

___

Citations(all)

16079

Citations(since 2020)

9116

Cited By

10349

hIndex(all)

48

hIndex(since 2020)

35

i10Index(all)

127

i10Index(since 2020)

102

Email

University Profile Page

Google Scholar

Clark Barrett Skills & Research Interests

Formal Methods

Satisfiability Modulo Theories

Automated Reasoning

Verification

Security

Top articles of Clark Barrett

Title

Journal

Author(s)

Publication Date

Marabou 2.0: A Versatile Formal Analyzer of Neural Networks

arXiv preprint arXiv:2401.14461

Haoze Wu

Omri Isac

Aleksandar Zeljić

Teruhiro Tagomori

Matthew Daggitt

...

2024/1/25

IsaRare: Automatic Verification of SMT Rewrites in Isabelle/HOL

Hanna Lachnitt

Mathias Fleury

Leni Aniva

Andrew Reynolds

Haniel Barbosa

...

2024/4/4

Split Gröbner Bases for Satisfiability Modulo Finite Fields

Cryptology ePrint Archive

Alex Ozdemir

Shankara Pailoor

Alp Bassa

Kostas Ferles

Clark Barrett

...

2024

Towards Efficient Verification of Quantized Neural Networks

Proceedings of the AAAI Conference on Artificial Intelligence

Pei Huang

Haoze Wu

Yuting Yang

Ieva Daukantas

Min Wu

...

2024/3/24

Towards Optimal Caching and Model Selection for Large Model Inference

Advances in Neural Information Processing Systems

Banghua Zhu

Ying Sheng

Lianmin Zheng

Clark Barrett

Michael Jordan

...

2024/2/13

H2o: Heavy-hitter oracle for efficient generative inference of large language models

Advances in Neural Information Processing Systems

Zhenyu Zhang

Ying Sheng

Tianyi Zhou

Tianlong Chen

Lianmin Zheng

...

2024/2/13

Markovian Agents for Truthful Language Modeling

arXiv preprint arXiv:2404.18988

Scott Viteri

Max Lamparth

Peter Chatain

Clark Barrett

2024/4/29

Verix: Towards verified explainability of deep neural networks

Min Wu

Haoze Wu

Clark Barrett

2023/12

Generalized Optimization Modulo Theories

arXiv preprint arXiv:2404.16122

Nestan Tsiskaridze

Clark Barrett

Cesare Tinelli

2024/4/24

Reasoning About Vectors: Satisfiability Modulo a Theory of Sequences

Journal of automated reasoning

Ying Sheng

Andres Nötzli

Andrew Reynolds

Yoni Zohar

David Dill

...

2023/9

Flexgen: High-throughput generative inference of large language models with a single gpu

Ying Sheng

Lianmin Zheng

Binhang Yuan

Zhuohan Li

Max Ryabinin

...

2023/7/3

DNN verification, reachability, and the exponential function problem

arXiv preprint arXiv:2305.06064

Omri Isac

Yoni Zohar

Clark Barrett

Guy Katz

2023/5/10

Soy: An Efficient MILP Solver for Piecewise-Affine Systems

Haoze Wu

Min Wu

Dorsa Sadigh

Clark Barrett

2023/10

Clover: Closed-Loop Verifiable Code Generation

arXiv preprint arXiv:2310.17807

Chuyue Sun

Ying Sheng

Oded Padon

Clark Barrett

2023/10/26

Combining combination properties: an analysis of stable infiniteness, convexity, and politeness

Guilherme V Toledo

Yoni Zohar

Clark Barrett

2023/7/1

PEak: A Single Source of Truth for Hardware Design and Verification

arXiv preprint arXiv:2308.13106

Caleb Donovick

Ross Daly

Jackson Melchert

Lenny Truong

Priyanka Raina

...

2023/8/24

Convex bounds on the softmax function with applications to robustness verification

Dennis Wei

Haoze Wu

Min Wu

Pin-Yu Chen

Clark Barrett

...

2023/4/11

Global optimization of objective functions represented by ReLU networks

Machine Learning

Christopher A Strong

Haoze Wu

Aleksandar Zeljić

Kyle D Julian

Guy Katz

...

2023/10

A Procedure for SyGuS Solution Fitting via Matching and Rewrite Rule Discovery

Abdalrhman Mohamed

Andrew Reynolds

Clark Barrett

Cesare Tinelli

2023/10/24

Bounded Verification for Finite-Field-Blasting: In a Compiler for Zero Knowledge Proofs

Alex Ozdemir

Riad S Wahby

Fraser Brown

Clark Barrett

2023/7/17

See List of Professors in Clark Barrett University(Stanford University)

Co-Authors

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