Shuochao Yao

Shuochao Yao

George Mason University

H-index: 28

North America-United States

About Shuochao Yao

Shuochao Yao, With an exceptional h-index of 28 and a recent h-index of 26 (since 2020), a distinguished researcher at George Mason University,

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

Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines

Model Compression for Edge Computing

Neural Network Models for Time Series Data

Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing

A Unified Knowledge Distillation Framework for Deep Directed Graphical Models

ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference

Semi-supervised hypergraph node classification on hypergraph line expansion

Exploring spherical autoencoder for spherical video content processing

Shuochao Yao Information

University

Position

Assistant Professor of Computer Science

Citations(all)

3358

Citations(since 2020)

3002

Cited By

1258

hIndex(all)

28

hIndex(since 2020)

26

i10Index(all)

55

i10Index(since 2020)

51

Email

University Profile Page

Google Scholar

Top articles of Shuochao Yao

Taming Algorithmic Priority Inversion in Mission-Critical Perception Pipelines

Communications of the ACM

2024/1/25

Model Compression for Edge Computing

2023/8/4

Shuochao Yao
Shuochao Yao

H-Index: 16

Tarek Abdelzaher
Tarek Abdelzaher

H-Index: 51

Neural Network Models for Time Series Data

2023/8/4

Shuochao Yao
Shuochao Yao

H-Index: 16

Tarek Abdelzaher
Tarek Abdelzaher

H-Index: 51

Generalized self-cueing real-time attention scheduling with intermittent inspection and image resizing

Real-Time Systems

2023/6

A Unified Knowledge Distillation Framework for Deep Directed Graphical Models

2023

ScaleFlow: Efficient Deep Vision Pipeline with Closed-Loop Scale-Adaptive Inference

2023/10/26

Semi-supervised hypergraph node classification on hypergraph line expansion

2022/8/11

Exploring spherical autoencoder for spherical video content processing

MM'22: Proceedings of the 30th ACM International Conference on Multimedia

2022/10

Anytime-Lidar: Deadline-aware 3D object detection

2022/8/23

Shuochao Yao
Shuochao Yao

H-Index: 16

Heechul Yun
Heechul Yun

H-Index: 20

Self-cueing real-time attention scheduling in criticality-aware visual machine perception

2022/5/4

Computational modeling of hierarchically polarized groups by structured matrix factorization

Frontiers in big Data

2021/12/22

Towards an accurate latency model for convolutional neural network layers on gpus

2021/11/29

Audio keyword reconstruction from on-device motion sensor signals via neural frequency unfolding

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

2021/9/14

Real-time task scheduling for machine perception in intelligent cyber-physical systems

IEEE Transactions on Computers

2021/8/20

Contrastive self-supervised representation learning for sensing signals from the time-frequency perspective

2021/7/19

CrossRoI: cross-camera region of interest optimization for efficient real time video analytics at scale

2021/7/15

Deep compressive offloading: Speeding up edge offloading for ai services

GetMobile: Mobile Computing and Communications

2021/6/17

See List of Professors in Shuochao Yao University(George Mason University)

Co-Authors

academic-engine