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Tianyi Zhou

Tianyi Zhou

University of Washington

H-index: 30

North America-United States

Contact Tianyi Zhou

About Tianyi Zhou

Tianyi Zhou, With an exceptional h-index of 30 and a recent h-index of 27 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Machine Learning, Artificial Intelligence, Natural Language Processing.

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

Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation

Many-Objective Multi-Solution Transport

Meta-Task Prompting Elicits Embedding from Large Language Models

Corpus-Steered Query Expansion with Large Language Models

DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

A survey on knowledge distillation of large language models

Mulan: Multimodal-llm agent for progressive multi-object diffusion

Can llms speak for diverse people? tuning llms via debate to generate controllable controversial statements

Tianyi Zhou Information

University

Position

___

Citations(all)

4955

Citations(since 2020)

3844

Cited By

2149

hIndex(all)

30

hIndex(since 2020)

27

i10Index(all)

58

i10Index(since 2020)

53

Email

University Profile Page

Google Scholar

Tianyi Zhou Skills & Research Interests

Machine Learning

Artificial Intelligence

Natural Language Processing

Top articles of Tianyi Zhou

Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation

arXiv preprint arXiv:2404.12754

2024/4/19

Qiang He
Qiang He

H-Index: 11

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Meng Fang
Meng Fang

H-Index: 16

Many-Objective Multi-Solution Transport

arXiv preprint arXiv:2403.04099

2024/3/6

Ziyue Li
Ziyue Li

H-Index: 6

Tian Li
Tian Li

H-Index: 12

Virginia Smith
Virginia Smith

H-Index: 7

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Meta-Task Prompting Elicits Embedding from Large Language Models

arXiv preprint arXiv:2402.18458

2024/2/28

Di Wu
Di Wu

H-Index: 2

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Tao Shen
Tao Shen

H-Index: 1

Yu Cao
Yu Cao

H-Index: 27

Andrew Yates
Andrew Yates

H-Index: 20

Corpus-Steered Query Expansion with Large Language Models

arXiv preprint arXiv:2402.18031

2024/2/28

Yu Cao
Yu Cao

H-Index: 27

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Tao Shen
Tao Shen

H-Index: 1

Andrew Yates
Andrew Yates

H-Index: 20

DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

arXiv preprint arXiv:2402.16914

2024/2/25

Xirui Li
Xirui Li

H-Index: 2

Ruochen Wang
Ruochen Wang

H-Index: 13

Minhao Cheng
Minhao Cheng

H-Index: 10

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Cho-Jui Hsieh
Cho-Jui Hsieh

H-Index: 46

A survey on knowledge distillation of large language models

arXiv preprint arXiv:2402.13116

2024/2/20

Ming Li
Ming Li

H-Index: 18

Tao Shen
Tao Shen

H-Index: 1

Jinyang Li
Jinyang Li

H-Index: 18

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Mulan: Multimodal-llm agent for progressive multi-object diffusion

arXiv preprint arXiv:2402.12741

2024/2/20

Sen Li
Sen Li

H-Index: 15

Ruochen Wang
Ruochen Wang

H-Index: 13

Cho-Jui Hsieh
Cho-Jui Hsieh

H-Index: 46

Minhao Cheng
Minhao Cheng

H-Index: 10

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Can llms speak for diverse people? tuning llms via debate to generate controllable controversial statements

arXiv preprint arXiv:2402.10614

2024/2/16

Ming Li
Ming Li

H-Index: 18

Lichang Chen
Lichang Chen

H-Index: 1

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Selective reflection-tuning: Student-selected data recycling for llm instruction-tuning

arXiv preprint arXiv:2402.10110

2024/2/15

Ming Li
Ming Li

H-Index: 18

Lichang Chen
Lichang Chen

H-Index: 1

Tianyi Zhou
Tianyi Zhou

H-Index: 17

ODIN: Disentangled Reward Mitigates Hacking in RLHF

arXiv preprint arXiv:2402.07319

2024/2/11

Lichang Chen
Lichang Chen

H-Index: 1

Chen Zhu
Chen Zhu

H-Index: 11

Davit Soselia
Davit Soselia

H-Index: 2

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Tom Goldstein
Tom Goldstein

H-Index: 35

Heng Huang
Heng Huang

H-Index: 52

Superfiltering: Weak-to-strong data filtering for fast instruction-tuning

arXiv preprint arXiv:2402.00530

2024/2/1

Ming Li
Ming Li

H-Index: 18

Yong Zhang
Yong Zhang

H-Index: 7

Zhitao Li
Zhitao Li

H-Index: 3

Hongyu Zhao
Hongyu Zhao

H-Index: 15

Jianzong Wang
Jianzong Wang

H-Index: 43

Ning Cheng
Ning Cheng

H-Index: 9

Tianyi Zhou
Tianyi Zhou

H-Index: 17

A Time-Consistency Curriculum for Learning from Instance-Dependent Noisy Labels

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024/2/1

Songhua Wu
Songhua Wu

H-Index: 13

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Yuxuan Du
Yuxuan Du

H-Index: 1

Jun Yu
Jun Yu

H-Index: 4

Bo Han
Bo Han

H-Index: 3

Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native

arXiv preprint arXiv:2401.12230

2024/1/17

Yao Lu
Yao Lu

H-Index: 4

Lequn Chen
Lequn Chen

H-Index: 2

Yongjun He
Yongjun He

H-Index: 2

Beibin Li
Beibin Li

H-Index: 5

Fei Liu
Fei Liu

H-Index: 7

Jialin Li
Jialin Li

H-Index: 2

Qi Liu
Qi Liu

H-Index: 28

Rui Liu
Rui Liu

H-Index: 14

Xiaoxuan Liu
Xiaoxuan Liu

H-Index: 8

Lin Ma
Lin Ma

H-Index: 23

Kexin Rong
Kexin Rong

H-Index: 5

Jianguo Wang
Jianguo Wang

H-Index: 1

Yongji Wu
Yongji Wu

H-Index: 3

Huanchen Zhang
Huanchen Zhang

H-Index: 4

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Danyang Zhuo
Danyang Zhuo

H-Index: 7

Trustllm: Trustworthiness in large language models

arXiv preprint arXiv:2401.05561

2024/1/10

Lichao Sun
Lichao Sun

H-Index: 7

Yue Huang
Yue Huang

H-Index: 10

Haoran Wang
Haoran Wang

H-Index: 10

Siyuan Wu
Siyuan Wu

H-Index: 1

Qihui Zhang
Qihui Zhang

H-Index: 5

Yixin Huang
Yixin Huang

H-Index: 1

Yixuan Zhang
Yixuan Zhang

H-Index: 15

Zhengliang Liu
Zhengliang Liu

H-Index: 1

Yixin Liu
Yixin Liu

H-Index: 13

Chao Zhang
Chao Zhang

H-Index: 2

Chaowei Xiao
Chaowei Xiao

H-Index: 17

Eric Xing
Eric Xing

H-Index: 76

Furong Huang
Furong Huang

H-Index: 12

Hao Liu
Hao Liu

H-Index: 30

Heng Ji
Heng Ji

H-Index: 42

Hongyi Wang
Hongyi Wang

H-Index: 8

Huan Zhang
Huan Zhang

H-Index: 7

Huaxiu Yao
Huaxiu Yao

H-Index: 15

Manolis Kellis
Manolis Kellis

H-Index: 111

Marinka Zitnik
Marinka Zitnik

H-Index: 25

Meng Jiang
Meng Jiang

H-Index: 23

Mohit Bansal
Mohit Bansal

H-Index: 39

James Zou
James Zou

H-Index: 38

Jian Pei
Jian Pei

H-Index: 61

Jian Liu
Jian Liu

H-Index: 9

Jiawei Han
Jiawei Han

H-Index: 112

Jieyu Zhao
Jieyu Zhao

H-Index: 10

Jiliang Tang
Jiliang Tang

H-Index: 57

John Mitchell
John Mitchell

H-Index: 24

Kai Shu
Kai Shu

H-Index: 20

Kai-Wei Chang
Kai-Wei Chang

H-Index: 3

Lifang He
Lifang He

H-Index: 23

Lifu Huang
Lifu Huang

H-Index: 18

Neil Zhenqiang Gong
Neil Zhenqiang Gong

H-Index: 26

Quanquan Gu
Quanquan Gu

H-Index: 37

Ran Xu
Ran Xu

H-Index: 9

Suman Jana
Suman Jana

H-Index: 30

Tianlong Chen
Tianlong Chen

H-Index: 3

Tianming Liu
Tianming Liu

H-Index: 37

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Xiang Li
Xiang Li

H-Index: 19

Xiangliang Zhang
Xiangliang Zhang

H-Index: 30

Xiao Wang
Xiao Wang

H-Index: 4

Xun Chen
Xun Chen

H-Index: 11

Xuyu Wang
Xuyu Wang

H-Index: 18

Yan Liu
Yan Liu

H-Index: 1

Yinzhi Cao
Yinzhi Cao

H-Index: 15

Yue Zhao
Yue Zhao

H-Index: 3

Does Continual Learning Equally Forget All Parameters?

2023/4/9

Haiyan Zhao
Haiyan Zhao

H-Index: 16

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Guodong Long
Guodong Long

H-Index: 26

Jing Jiang
Jing Jiang

H-Index: 3

Reflection-tuning: Data recycling improves llm instruction-tuning

arXiv preprint arXiv:2310.11716

2023/10/18

Ming Li
Ming Li

H-Index: 18

Lichang Chen
Lichang Chen

H-Index: 1

Heng Huang
Heng Huang

H-Index: 52

Tianyi Zhou
Tianyi Zhou

H-Index: 17

When do you need chain-of-thought prompting for chatgpt?

arXiv preprint arXiv:2304.03262

2023/4/6

Lichang Chen
Lichang Chen

H-Index: 1

Heng Huang
Heng Huang

H-Index: 52

Tianyi Zhou
Tianyi Zhou

H-Index: 17

How Many Demonstrations Do You Need for In-context Learning?

arXiv preprint arXiv:2303.08119

2023/3/14

Lichang Chen
Lichang Chen

H-Index: 1

Chen Zhu
Chen Zhu

H-Index: 11

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Merging experts into one: Improving computational efficiency of mixture of experts

arXiv preprint arXiv:2310.09832

2023/10/15

Liang Ding
Liang Ding

H-Index: 21

Li Shen
Li Shen

H-Index: 19

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models for Downstream Tasks

ECML/PKDD 2023, arXiv preprint arXiv:2301.11560

2023/1/27

Haiyan Zhao
Haiyan Zhao

H-Index: 16

Tianyi Zhou
Tianyi Zhou

H-Index: 17

Guodong Long
Guodong Long

H-Index: 26

Jing Jiang
Jing Jiang

H-Index: 3

See List of Professors in Tianyi Zhou University(University of Washington)

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