Michael Lingzhi Li

Michael Lingzhi Li

Massachusetts Institute of Technology

H-index: 14

North America-United States

Contact Michael Lingzhi Li

About Michael Lingzhi Li

Michael Lingzhi Li, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Integer Optimization, Causal Inference, Precision Medicine, Machine Learning.

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

Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules

Slowly varying regression under sparsity

Branch-and-Price for Prescriptive Contagion Analytics

The Cram Method for Efficient Simultaneous Learning and Evaluation

Benchmarking Large Language Models on CMExam-A Comprehensive Chinese Medical Exam Dataset

High-performing Multi-task Model of Urinary Tract Dilation (UTD) Classification for Neonatal Ultrasound Reports Through Natural Language Processing

Holistic deep learning

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

Michael Lingzhi Li Information

University	Massachusetts Institute of Technology
Position	___
Citations(all)	1156
Citations(since 2020)	1155
Cited By	97
hIndex(all)	14
hIndex(since 2020)	14
i10Index(all)	17
i10Index(since 2020)	17
Email	Access Email
University Profile Page	Massachusetts Institute of Technology
Google Scholar	View Google Scholar Profile

Michael Lingzhi Li Skills & Research Interests

Integer Optimization

Causal Inference

Precision Medicine

Machine Learning

Top articles of Michael Lingzhi Li

Neyman Meets Causal Machine Learning: Experimental Evaluation of Individualized Treatment Rules

arXiv preprint arXiv:2404.17019

2024/4/25

Michael Lingzhi Li

H-Index: 5

Kosuke Imai

H-Index: 48

Slowly varying regression under sparsity

Operations Research

2024/3/27

Dimitris Bertsimas

H-Index: 63

Vassilis Digalakis Jr

H-Index: 1

Michael Lingzhi Li

H-Index: 5

Branch-and-Price for Prescriptive Contagion Analytics

Operations Research

2024/3/13

Alexandre Jacquillat

H-Index: 9

Michael Lingzhi Li

H-Index: 5

Kai Wang

H-Index: 1

The Cram Method for Efficient Simultaneous Learning and Evaluation

arXiv preprint arXiv:2403.07031

2024/3/11

Kosuke Imai

H-Index: 48

Michael Lingzhi Li

H-Index: 5

Benchmarking Large Language Models on CMExam-A Comprehensive Chinese Medical Exam Dataset

Advances in Neural Information Processing Systems

2024/2/13

Yining Hua

H-Index: 2

Andrew Liu

H-Index: 9

Helin Wang

H-Index: 3

Chenyu You

H-Index: 10

Zhenhua Guo

H-Index: 0

Lei Zhu

H-Index: 4

Michael Lingzhi Li

H-Index: 5

High-performing Multi-task Model of Urinary Tract Dilation (UTD) Classification for Neonatal Ultrasound Reports Through Natural Language Processing

medRxiv

2024

Yining Hua

H-Index: 2

Carlos Estrada

H-Index: 19

Michael Lingzhi Li

H-Index: 5

Holistic deep learning

Machine Learning

2023/12/7

Dimitris Bertsimas

H-Index: 63

Léonard Boussioux

H-Index: 2

Michael Lingzhi Li

H-Index: 5

Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations

Elife

2023/4/21

Helen Johnson

H-Index: 22

Rene Niehus

H-Index: 11

Bastian Prasse

H-Index: 7

Jannik Deuschel

H-Index: 0

Daniel Wolffram

H-Index: 1

Daniel Sheldon

H-Index: 22

Lijing Wang

H-Index: 1

Jan Trnka

H-Index: 15

Tao Sun

H-Index: 5

Dorina Thanou

H-Index: 13

Jan Fuhrmann

H-Index: 6

Pierfrancesco Alaimo Di Loro

H-Index: 3

David Kraus

H-Index: 12

Michael Lingzhi Li

H-Index: 5

Sebastian Mohr

H-Index: 8

Nicola Parolini

H-Index: 13

Wolfgang Bock

H-Index: 7

Stefan Heyder

H-Index: 3

Thomas Hotz

H-Index: 12

Sergio Alonso

H-Index: 13

Daniel Lopez

H-Index: 21

Clara Prats

H-Index: 13

Jan Pablo Burgard

H-Index: 7

Tom Zimmermann

H-Index: 11

Janez Zibert

H-Index: 8

Fabio Divino

H-Index: 5

Gianfranco Lovison

H-Index: 5

Paolo Giudici

H-Index: 22

Francesco Bartolucci

H-Index: 21

Giovanna Jona Lasinio

H-Index: 16

Marco Mingione

H-Index: 2

Alessio Farcomeni

H-Index: 39

Ajitesh Srivastava

H-Index: 8

Aniruddha Adiga

H-Index: 6

Bryan Lewis

H-Index: 19

Srinivasan Venkatramanan

H-Index: 10

Krzysztof Gogolewski

H-Index: 3

Ewa Szczurek

H-Index: 13

Barbara Pabjan

H-Index: 5

Marcin Bodych

H-Index: 2

Johannes Bracher

H-Index: 6

Pricing for heterogeneous products: Analytics for ticket reselling

Manufacturing & Service Operations Management

2023/3

Michael Alley

H-Index: 9

Max Biggs

H-Index: 2

Rim Hariss

H-Index: 3

Charles Herrmann

H-Index: 4

Michael Lingzhi Li

H-Index: 5

Experimental evaluation of individualized treatment rules

Journal of the American Statistical Association

2023/1/2

Kosuke Imai

H-Index: 48

Michael Lingzhi Li

H-Index: 5

Accelerating vaccine innovation for emerging infectious diseases via parallel discovery

Entrepreneurship and Innovation Policy and the Economy

2023/1/1

Zied Ben Chaouch

H-Index: 1

Dimitris Bertsimas

H-Index: 63

Kevin Shi

H-Index: 3

Qingyang Xu

H-Index: 2

Data-Driven COVID-19 Vaccine Development for Janssen

INFORMS Journal on Applied Analytics

2023/1

Dimitris Bertsimas

H-Index: 63

Michael Lingzhi Li

H-Index: 5

A machine learning algorithm predicting risk of dilating VUR among infants with hydronephrosis using UTD classification

Journal of Pediatric Urology

2023/11/9

Michael Li

H-Index: 4

Caleb Nelson

H-Index: 29

Optimizing pallet location in a warehouse

2023/10/19

Statistical Performance Guarantee for Selecting Those Predicted to Benefit Most from Treatment

2023/10/12

Michael Lingzhi Li

H-Index: 5

Kosuke Imai

H-Index: 48

Interpretable matrix completion: A discrete optimization approach

INFORMS Journal on Computing

2023/9

Dimitris Bertsimas

H-Index: 63

Michael Lingzhi Li

H-Index: 5

High-performance pediatric surgical risk calculator: a novel algorithm based on machine learning and pediatric NSQIP data

The American Journal of Surgery

2023/7/1

Dimitris Bertsimas

H-Index: 63

Michael Li

H-Index: 4

Carlos Estrada

H-Index: 19

National and subnational short-term forecasting of COVID-19 in Germany and Poland during early 2021

Communications Medicine

2022/10/31

Johannes Bracher

H-Index: 6

Daniel Wolffram

H-Index: 1

Jannik Deuschel

H-Index: 0

Konstantin Görgen

H-Index: 0

Dimitris Bertsimas

H-Index: 63

Sangeeta Bhatia

H-Index: 15

Marcin Bodych

H-Index: 2

Jan Pablo Burgard

H-Index: 7

Jan Fuhrmann

H-Index: 6

Krzysztof Gogolewski

H-Index: 3

Stefan Heyder

H-Index: 3

Thomas Hotz

H-Index: 12

Holger Kirsten

H-Index: 24

Ajitesh Srivastava

H-Index: 8

Melanie Schienle

H-Index: 11

Automated pallet profiling

2022/10/20

Distributionally robust causal inference with observational data

arXiv preprint arXiv:2210.08326

2022/10/15

Dimitris Bertsimas

H-Index: 63

Kosuke Imai

H-Index: 48

Michael Lingzhi Li

H-Index: 5

See List of Professors in Michael Lingzhi Li University(Massachusetts Institute of Technology)

Co-Authors

H-index: 109

Dimitris Bertsimas — Dimitris Bertsimas
Massachusetts Institute of Technology

Visit Dimitris Bertsimas Page

H-index: 64

Kosuke Imai — Kosuke Imai
Harvard University

Visit Kosuke Imai Page

H-index: 45

caleb nelson — caleb nelson
Harvard University

Visit caleb nelson Page

H-index: 21

Nikolaos Trichakis — Nikolaos Trichakis
Massachusetts Institute of Technology

Visit Nikolaos Trichakis Page

H-index: 18

HsinHsiao Scott Wang — HsinHsiao Scott Wang
Harvard University

Visit HsinHsiao Scott Wang Page

H-index: 17

Alexandre Jacquillat — Alexandre Jacquillat
Massachusetts Institute of Technology

Visit Alexandre Jacquillat Page

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