Yin Tat Lee

Yin Tat Lee

University of Washington

H-index: 45

North America-United States

About Yin Tat Lee

Yin Tat Lee, With an exceptional h-index of 45 and a recent h-index of 44 (since 2020), a distinguished researcher at University of Washington, specializes in the field of convex optimization, convex geometry, spectral graph theory, online algorithms.

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

Phi-3 technical report: A highly capable language model locally on your phone

Convex Minimization with Integer Minima in Õ(n4) Time

Improving the Bit Complexity of Communication for Distributed Convex Optimization

Differentially private synthetic data via foundation model apis 2: Text

Learning threshold neurons via edge of stability

Eldan's stochastic localization and the KLS conjecture: Isoperimetry, concentration and mixing

MathChat: Converse to Tackle Challenging Math Problems with LLM Agents

An empirical study on challenging math problem solving with gpt-4

Yin Tat Lee Information

University

Position

Paul G. Allen School of Computer Science & Engineering

Citations(all)

8880

Citations(since 2020)

7675

Cited By

3237

hIndex(all)

45

hIndex(since 2020)

44

i10Index(all)

92

i10Index(since 2020)

91

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Yin Tat Lee Skills & Research Interests

convex optimization

convex geometry

spectral graph theory

online algorithms

Top articles of Yin Tat Lee

Title

Journal

Author(s)

Publication Date

Phi-3 technical report: A highly capable language model locally on your phone

arXiv preprint arXiv:2404.14219

Marah Abdin

Sam Ade Jacobs

Ammar Ahmad Awan

Jyoti Aneja

Ahmed Awadallah

...

2024/4/22

Convex Minimization with Integer Minima in Õ(n4) Time

Haotian Jiang

Yin Tat Lee

Zhao Song

Lichen Zhang

2024

Improving the Bit Complexity of Communication for Distributed Convex Optimization

STOC 2024

Mehrdad Ghadiri

Yin Tat Lee

Swati Padmanabhan

William Swartworth

David Woodruff

...

2024/3/28

Differentially private synthetic data via foundation model apis 2: Text

ICLR 2024

Zinan Lin

Sivakanth Gopi

Janardhan Kulkarni

Harsha Nori

Sergey Yekhanin

2024

Learning threshold neurons via edge of stability

Advances in Neural Information Processing Systems

Kwangjun Ahn

Sébastien Bubeck

Sinho Chewi

Yin Tat Lee

Felipe Suarez

...

2024/2/13

Eldan's stochastic localization and the KLS conjecture: Isoperimetry, concentration and mixing

arXiv preprint arXiv:1612.01507

Yin Tat Lee

Santosh S Vempala

2016/12/5

MathChat: Converse to Tackle Challenging Math Problems with LLM Agents

Yiran Wu

Feiran Jia

Shaokun Zhang

Hangyu Li

Erkang Zhu

...

2024

An empirical study on challenging math problem solving with gpt-4

arXiv preprint arXiv:2306.01337

Yiran Wu

Feiran Jia

Shaokun Zhang

Qingyun Wu

Hangyu Li

...

2023/6/2

Private convex optimization in general norms

Sivakanth Gopi

Yin Tat Lee

Daogao Liu

Ruoqi Shen

Kevin Tian

2023

Textbooks are all you need ii: phi-1.5 technical report

arXiv preprint arXiv:2309.05463

Yuanzhi Li

Sébastien Bubeck

Ronen Eldan

Allie Del Giorno

Suriya Gunasekar

...

2023/9/11

Short-step methods are not strongly polynomial-time

Mathematical Programming

Manru Zong

Yin Tat Lee

Man-Chung Yue

2023/7/22

Upper and lower bounds on the smoothed complexity of the simplex method

Sophie Huiberts

Yin Tat Lee

Xinzhi Zhang

2023/6/2

Algorithmic aspects of the log-Laplace transform and a non-Euclidean proximal sampler

Sivakanth Gopi

Yin Tat Lee

Daogao Liu

Ruoqi Shen

Kevin Tian

2023/7/12

Automatic prompt optimization with" gradient descent" and beam search

arXiv preprint arXiv:2305.03495

Reid Pryzant

Dan Iter

Jerry Li

Yin Tat Lee

Chenguang Zhu

...

2023/5/4

Can generalist foundation models outcompete special-purpose tuning? case study in medicine

arXiv preprint arXiv:2311.16452

Harsha Nori

Yin Tat Lee

Sheng Zhang

Dean Carignan

Richard Edgar

...

2023/11/28

Condition-number-independent convergence rate of Riemannian Hamiltonian Monte Carlo with numerical integrators

Yunbum Kook

Yin Tat Lee

Ruoqi Shen

Santosh Vempala

2023/7/12

Convex Minimization with Integer Minima in Time

arXiv preprint arXiv:2304.03426

Haotian Jiang

Yin Tat Lee

Zhao Song

Lichen Zhang

2023/4/7

Positional description matters for transformers arithmetic

arXiv preprint arXiv:2311.14737

Ruoqi Shen

Sébastien Bubeck

Ronen Eldan

Yin Tat Lee

Yuanzhi Li

...

2023/11/22

Textbooks are all you need

arXiv preprint arXiv:2306.11644

Suriya Gunasekar

Yi Zhang

Jyoti Aneja

Caio César Teodoro Mendes

Allie Del Giorno

...

2023/6/20

Sparks of artificial general intelligence: Early experiments with gpt-4

arXiv preprint arXiv:2303.12712

Sébastien Bubeck

Varun Chandrasekaran

Ronen Eldan

Johannes Gehrke

Eric Horvitz

...

2023/3/22

See List of Professors in Yin Tat Lee University(University of Washington)

Co-Authors

H-index: 71
Santosh S. Vempala

Santosh S. Vempala

Georgia Institute of Technology

H-index: 45
Aaron Sidford

Aaron Sidford

Stanford University

H-index: 40
Richard Peng

Richard Peng

Georgia Institute of Technology

H-index: 29
Ronen Eldan

Ronen Eldan

Weizmann Institute of Science

H-index: 24
Thatchaphol Saranurak

Thatchaphol Saranurak

University of Michigan-Dearborn

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