Author Page for Mengdi Wang

Toward Evolutionary Intelligence: LLM-based Agentic Systems with Multi-Agent Reinforcement Learning

Number of pages: 42 Posted: 27 Nov 2025

Wei Yang, Muyan Weng, Jiacheng Pang, Defu Cao, Heng Ping, Peiyu Zhang, Shixuan Li, Yue Zhao, Qiang Yang, Mengdi Wang and Yan Liu

University of Southern California, University of Southern California, University of Southern California, University of Southern California, University of Southern California, University of Southern California, University of Southern California, University of Southern California, Hong Kong University of Science & Technology (HKUST), Princeton University - Department of Electrical Engineering and University of Southern California

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Abstract:

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A Call for Built-in Biosecurity Safeguards for Generative AI Tools

Number of pages: 5 Posted: 16 Apr 2025

Mengdi Wang, Zaixi Zhang, Amrit Singh Bedi, Stephanie Guerra, Sheng Lin-Gibson, Le Cong, Souradip Chakraborty, Yuanhao Qu, Jian Ma, Eric Xing and George Church

Princeton University - Department of Electrical Engineering, Princeton University, University of Central Florida, National Institute of Standards and Technology (NIST), National Institute of Standards and Technology (NIST) - Biosystems and Biomaterials Division, Stanford University, University of Maryland, Stanford Medicine, Carnegie Mellon University, Carnegie Mellon University and Harvard University - Department of Genetics

Downloads 132 (551,165)

Citation 1

Abstract:

3.

Integrative Analysis of Functional Genomic Screening and Clinical Data Identifies a Protective Role for Spironolactone in Severe COVID-19

Number of pages: 21 Posted: 11 Nov 2022

Henry Cousins, Adrienne Sarah Kline, Chengkun Wang, Yuanhao Qu, Mengdi Wang, Russ B. Altman, Yuan Luo and Le Cong

Stanford University, School of Medicine, Center for Population Health Sciences, Department of Biomedical Data Science, Northwestern University - Department of Preventive Medicine, Stanford University - Department of Pathology, Stanford University - Department of Pathology, Princeton University - Department of Electrical Engineering, Stanford University, School of Medicine, Center for Population Health Sciences, Department of Biomedical Data Science, Northwestern University - Division of Health and Biomedical Informatics and Stanford University - Department of Pathology

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Mengdi Wang

Princeton University - Department of Electrical Engineering

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Scholarly Papers (3)

Toward Evolutionary Intelligence: LLM-based Agentic Systems with Multi-Agent Reinforcement Learning

Abstract:

A Call for Built-in Biosecurity Safeguards for Generative AI Tools

Abstract:

Integrative Analysis of Functional Genomic Screening and Clinical Data Identifies a Protective Role for Spironolactone in Severe COVID-19

Abstract: