Yuekai Sun

Yuekai Sun

University of Michigan

H-index: 24

North America-United States

About Yuekai Sun

Yuekai Sun, With an exceptional h-index of 24 and a recent h-index of 20 (since 2020), a distinguished researcher at University of Michigan, specializes in the field of algorithmic fairness, robustness, transfer learning.

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

A linear adjustment-based approach to posterior drift in transfer learning

tinyBenchmarks: evaluating LLMs with fewer examples

Conditional independence testing under misspecified inductive biases

Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets

Aligners: Decoupling LLMs and Alignment

ISAAC Newton: Input-based Approximate Curvature for Newton's Method

An Investigation of Representation and Allocation Harms in Contrastive Learning

On Uniform Consistency of Spectral Embeddings

Yuekai Sun Information

University

Position

Assistant Professor of Statistics

Citations(all)

4747

Citations(since 2020)

3847

Cited By

2107

hIndex(all)

24

hIndex(since 2020)

20

i10Index(all)

37

i10Index(since 2020)

31

Email

University Profile Page

University of Michigan

Google Scholar

View Google Scholar Profile

Yuekai Sun Skills & Research Interests

algorithmic fairness

robustness

transfer learning

Top articles of Yuekai Sun

Title

Journal

Author(s)

Publication Date

A linear adjustment-based approach to posterior drift in transfer learning

Biometrika

Subha Maity

Diptavo Dutta

Jonathan Terhorst

Yuekai Sun

Moulinath Banerjee

2024/3/1

tinyBenchmarks: evaluating LLMs with fewer examples

arXiv preprint arXiv:2402.14992

Felipe Maia Polo

Lucas Weber

Leshem Choshen

Yuekai Sun

Gongjun Xu

...

2024/2/22

Conditional independence testing under misspecified inductive biases

Advances in Neural Information Processing Systems

Felipe Maia Polo

Yuekai Sun

Moulinath Banerjee

2024/2/13

Learning In Reverse Causal Strategic Environments With Ramifications on Two Sided Markets

Seamus Somerstep

Yuekai Sun

Yaacov Ritov

2023/10/13

Aligners: Decoupling LLMs and Alignment

arXiv preprint arXiv:2403.04224

Lilian Ngweta

Mayank Agarwal

Subha Maity

Alex Gittens

Yuekai Sun

...

2024/3/7

ISAAC Newton: Input-based Approximate Curvature for Newton's Method

arXiv preprint arXiv:2305.00604

Felix Petersen

Tobias Sutter

Christian Borgelt

Dongsung Huh

Hilde Kuehne

...

2023/5/1

An Investigation of Representation and Allocation Harms in Contrastive Learning

Subha Maity

Mayank Agarwal

Mikhail Yurochkin

Yuekai Sun

2023/10/13

On Uniform Consistency of Spectral Embeddings

arXiv preprint arXiv:2304.12551

Ruofei Zhao

Songkai Xue

Yuekai Sun

2023/4/25

Fusing Models with Complementary Expertise

arXiv preprint arXiv:2310.01542

Hongyi Wang

Felipe Maia Polo

Yuekai Sun

Souvik Kundu

Eric Xing

...

2023/10/2

AI Fairness through Robustness

Mikhail Yurochkin

Yuekai Sun

Pin-Yu Chen

2023/2/7

Large language model routing with benchmark datasets

arXiv preprint arXiv:2309.15789

Tal Shnitzer

Anthony Ou

Mírian Silva

Kate Soule

Yuekai Sun

...

2023/9/27

Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees

Advances in Neural Information Processing Systems

Songkai Xue

Yuekai Sun

Mikhail Yurochkin

2022/12/6

Simple disentanglement of style and content in visual representations

Lilian Ngweta

Subha Maity

Alex Gittens

Yuekai Sun

Mikhail Yurochkin

2023/7/3

LLM Routing with Benchmark Datasets

Tal Shnitzer

Anthony Ou

Mírian Silva

Kate Soule

Yuekai Sun

...

2023/12/7

Selective degradation of hemicellulose and lignin for improving enzymolysis efficiency via pretreatment using deep eutectic solvents

Bioresource Technology

Dan Huo

Yuekai Sun

Qiulin Yang

Fengshan Zhang

Guigan Fang

...

2023/5/1

Estimating Fr\'echet bounds for validating programmatic weak supervision

arXiv preprint arXiv:2312.04601

Felipe Maia Polo

Mikhail Yurochkin

Moulinath Banerjee

Subha Maity

Yuekai Sun

2023/12/7

Personalization in federated learning

Mayank Agarwal

Mikhail Yurochkin

Yuekai Sun

2022/2/8

How does overparametrization affect performance on minority groups?

arXiv preprint arXiv:2206.03515

Subha Maity

Saptarshi Roy

Songkai Xue

Mikhail Yurochkin

Yuekai Sun

2022/6/7

Domain Adaptation meets Individual Fairness. And they get along.

Advances in Neural Information Processing Systems

Debarghya Mukherjee

Felix Petersen

Mikhail Yurochkin

Yuekai Sun

2022/12/6

Minimax optimal approaches to the label shift problem in non-parametric settings

The Journal of Machine Learning Research

Subha Maity

Yuekai Sun

Moulinath Banerjee

2022/1/1

See List of Professors in Yuekai Sun University(University of Michigan)

Co-Authors

H-index: 63
Jonathan Taylor

Jonathan Taylor

Stanford University

H-index: 62
Michael Saunders

Michael Saunders

Stanford University

H-index: 57
Jason D. Lee

Jason D. Lee

Princeton University

H-index: 40
Ya'acov Ritov

Ya'acov Ritov

University of Michigan-Dearborn

H-index: 34
XuanLong Nguyen

XuanLong Nguyen

University of Michigan

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