Shengjie Wang

Shengjie Wang

University of Washington

H-index: 17

North America-United States

About Shengjie Wang

Shengjie Wang, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Machine Learning.

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

Dgrec: Graph neural network for recommendation with diversified embedding generation

Full Index Deep Retrieval: End-to-End User and Item Structures for Cold-start and Long-tail Item Recommendation

Machine learning force fields with data cost aware training

Retrospective adversarial replay for continual learning

Training compressed fully-connected networks with a density-diversity penalty

Robust Submodular Partitioning and Linear Models of Deep ReLU Networks

Constrained robust submodular partitioning

Curriculum learning by optimizing learning dynamics

Shengjie Wang Information

University

Position

___

Citations(all)

1535

Citations(since 2020)

946

Cited By

874

hIndex(all)

17

hIndex(since 2020)

15

i10Index(all)

19

i10Index(since 2020)

17

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Shengjie Wang Skills & Research Interests

Machine Learning

Top articles of Shengjie Wang

Title

Journal

Author(s)

Publication Date

Dgrec: Graph neural network for recommendation with diversified embedding generation

Liangwei Yang

Shengjie Wang

Yunzhe Tao

Jiankai Sun

Xiaolong Liu

...

2023/2/27

Full Index Deep Retrieval: End-to-End User and Item Structures for Cold-start and Long-tail Item Recommendation

Zhen Gong

Xin Wu

Lei Chen

Zhenzhe Zheng

Shengjie Wang

...

2023/9/14

Machine learning force fields with data cost aware training

Alexander Bukharin

Tianyi Liu

Shengjie Wang

Simiao Zuo

Weihao Gao

...

2023/7/3

Retrospective adversarial replay for continual learning

Advances in Neural Information Processing Systems

Lilly Kumari

Shengjie Wang

Tianyi Zhou

Jeff A Bilmes

2022/12/6

Training compressed fully-connected networks with a density-diversity penalty

Shengjie Wang

Haoran Cai

Jeff Bilmes

William Noble

2022/7/21

Robust Submodular Partitioning and Linear Models of Deep ReLU Networks

Shengjie Wang

2021

Constrained robust submodular partitioning

Advances in Neural Information Processing Systems

Shengjie Wang

Tianyi Zhou

Chandrashekhar Lavania

Jeff A Bilmes

2021/12/6

Curriculum learning by optimizing learning dynamics

Tianyi Zhou

Shengjie Wang

Jeff Bilmes

2021/3/18

Single-nanoparticle orientation sensing by deep learning

ACS central science

Jingtian Hu

Tingting Liu

Priscilla Choo

Shengjie Wang

Thaddeus Reese

...

2020/11/9

Robust curriculum learning: from clean label detection to noisy label self-correction

Tianyi Zhou

Shengjie Wang

Jeff Bilmes

2020/10/2

Curriculum learning by dynamic instance hardness

Tianyi Zhou

Shengjie Wang

Jeff A Bilmes

2020/12

Time-Consistent Self-Supervision for Semi-Supervised Learning

Tianyi Zhou*

Shengjie Wang*

Jeff A. Bilmes

2020/7

See List of Professors in Shengjie Wang University(University of Washington)