Zichao Yang

Zichao Yang

Carnegie Mellon University

H-index: 23

North America-United States

About Zichao Yang

Zichao Yang, With an exceptional h-index of 23 and a recent h-index of 21 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Machine Learning.

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

Language models meet world models: Embodied experiences enhance language models

Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding

Flexmoe: Scaling large-scale sparse pre-trained model training via dynamic device placement

Transactional Memory

Composable text controls in latent space with odes

TreeMix: Compositional constituency-based data augmentation for natural language understanding

Multi-stage image querying

Dense-to-sparse gate for mixture-of-experts

Zichao Yang Information

University

Position

___

Citations(all)

12161

Citations(since 2020)

9939

Cited By

6687

hIndex(all)

23

hIndex(since 2020)

21

i10Index(all)

34

i10Index(since 2020)

31

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Zichao Yang Skills & Research Interests

Machine Learning

Top articles of Zichao Yang

Title

Journal

Author(s)

Publication Date

Language models meet world models: Embodied experiences enhance language models

Advances in neural information processing systems

Jiannan Xiang

Tianhua Tao

Yi Gu

Tianmin Shu

Zirui Wang

...

2024/2/13

Generating, Reconstructing, and Representing Discrete and Continuous Data: Generalized Diffusion with Learnable Encoding-Decoding

arXiv preprint arXiv:2402.19009

Guangyi Liu

Yu Wang

Zeyu Feng

Qiyu Wu

Liping Tang

...

2024/2/29

Flexmoe: Scaling large-scale sparse pre-trained model training via dynamic device placement

Proceedings of the ACM on Management of Data

Xiaonan Nie

Xupeng Miao

Zilong Wang

Zichao Yang

Jilong Xue

...

2023/5/30

Transactional Memory

Håkan Grahn

2010/10/1

Composable text controls in latent space with odes

arXiv preprint arXiv:2208.00638

Guangyi Liu

Zeyu Feng

Yuan Gao

Zichao Yang

Xiaodan Liang

...

2022/8/1

TreeMix: Compositional constituency-based data augmentation for natural language understanding

arXiv preprint arXiv:2205.06153

Le Zhang

Zichao Yang

Diyi Yang

2022/5/12

Multi-stage image querying

2021/10/21

Dense-to-sparse gate for mixture-of-experts

Xiaonan Nie

Shijie Cao

Xupeng Miao

Lingxiao Ma

Jilong Xue

...

2021/10/6

Don't take it literally: An edit-invariant sequence loss for text generation

arXiv preprint arXiv:2106.15078

Guangyi Liu

Zichao Yang

Tianhua Tao

Xiaodan Liang

Junwei Bao

...

2021/6/29

Facilitating application development

2020/5/12

Mixtext: Linguistically-informed interpolation of hidden space for semi-supervised text classification

arXiv preprint arXiv:2004.12239

Jiaao Chen

Zichao Yang

Diyi Yang

2020/4/25

Multimodal intelligence: Representation learning, information fusion, and applications

Chao Zhang

Zichao Yang

Xiaodong He

Li Deng

2020/3

Local additivity based data augmentation for semi-supervised NER

arXiv preprint arXiv:2010.01677

Jiaao Chen*

Zhenghui Wang*

Ran Tian

Zichao Yang

Diyi Yang

2020/10/4

Progressive generation of long text with pretrained language models

arXiv preprint arXiv:2006.15720

Bowen Tan

Zichao Yang

Maruan AI-Shedivat

Eric P Xing

Zhiting Hu

2020/6/28

See List of Professors in Zichao Yang University(Carnegie Mellon University)

Co-Authors

H-index: 115
Ruslan Salakhutdinov

Ruslan Salakhutdinov

Carnegie Mellon University

H-index: 114
Eric Xing

Eric Xing

Carnegie Mellon University

H-index: 83
Le Song

Le Song

Georgia Institute of Technology

H-index: 46
Diyi Yang

Diyi Yang

Georgia Institute of Technology

H-index: 43
Zhiting Hu

Zhiting Hu

Carnegie Mellon University

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