Liang Zhao

According to our database, Liang Zhao authored at least 29 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Decentralized Communication-Efficient Federated Analytics Framework for Connected Vehicles.

Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Fangyu Li, Lulu Guo, Zhu Han

IEEE Trans. Veh. Technol., July, 2024

Activation Sparsity Opportunities for Compressing General Large Language Models.

Nobel Dhar, Bobin Deng, Md. Romyull Islam, Kazi Fahim Ahmad Nasif, Liang Zhao, Kun Suo

Proceedings of the IEEE International Performance, 2024

Evaluation of Thermal Stress on IoT-based Federated Learning.

Yi Gu, Liang Zhao, Bobin Deng, Shaoen Wu

Proceedings of the 2024 ACM Southeast Conference, 2024

An Empirical Analysis and Resource Footprint Study of Deploying Large Language Models on Edge Devices.

Nobel Dhar, Bobin Deng, Dan C. Lo, Xiaofeng Wu, Liang Zhao, Kun Suo

Proceedings of the 2024 ACM Southeast Conference, 2024

2023

Privacy-Enhancing Technologies in Federated Learning for the Internet of Healthcare Things: A Survey.

Fatemeh Mosaiyebzadeh, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Meng Han, Liang Zhao, Giovanna Sannino, Daniel Macêdo Batista

CoRR, 2023

Evaluation of Query-Based Membership Inference Attack on the Medical Data.

Lakshmi Prasanna Pedarla, Xinyue Zhang, Liang Zhao, Hafiz Khan

Proceedings of the 2023 ACM Southeast Conference, 2023

2022

Communication-Efficient Semihierarchical Federated Analytics in IoT Networks.

Liang Zhao, Maria Valero, Seyedamin Pouriyeh, Lei Li, Quan Z. Sheng

IEEE Internet Things J., 2022

Reprint of: Vibration sensing-based human and infrastructure safety/health monitoring: A survey.

Maria Valero, Fangyu Li, Liang Zhao, Chi Zhang, Jose Garrido, Zhu Han

Digit. Signal Process., 2022

Comparative Study of Machine Learning Methods on Spectroscopy Images for Blood Glucose Estimation.

Tahsin Kazi, Kiran Ponakaladinne, Maria Valero, Liang Zhao, Hossain Shahriar, Katherine H. Ingram

Proceedings of the Pervasive Computing Technologies for Healthcare, 2022

Preliminary Data Collection for Collaborative Emergency Department Crowd Management using Wearable Devices.

Victoire Metuge, Maria Valero, Liang Zhao, Valentina Nino, David Claudio

Proceedings of the IEEE International Conference on Digital Health, 2022

Enabling Cyberanalytics using IoT Clusters and Containers.

Soin Abdoul Kassif Traore, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed, Ahyoung Lee

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Blockchain-based Medical Image Sharing and Automated Critical-results Notification: A Novel Framework.

Jiyoun Randolph, Md. Jobair Hossain Faruk, Bilash Saha, Hossain Shahriar, Maria Valero, Liang Zhao, Nazmus Sakib

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

Robust federated learning based on metrics learning and unsupervised clustering for malicious data detection.

Jiaming Li, Xinyue Zhang, Liang Zhao

Proceedings of the ACM SE '22: 2022 ACM Southeast Conference, Virtual Event, April 18, 2022

2021

Hybrid Decentralized Data Analytics in Edge-Computing-Empowered IoT Networks.

Liang Zhao, Fangyu Li, Maria Valero

IEEE Internet Things J., 2021

Vibration sensing-based human and infrastructure safety/health monitoring: A survey.

Maria Valero, Fangyu Li, Liang Zhao, Chi Zhang, Jose Garrido, Zhu Han

Digit. Signal Process., 2021

Communication Efficiency in Federated Learning: Achievements and Challenges.

Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Gautam Srivastava, Liang Zhao

CoRR, 2021

Non-Invasive Monitoring of Human Hygiene using Vibration Sensor and Classifiers.

Shashank Trivedi, Maria Valero, Hossain Shahriar, Liang Zhao

Proceedings of the IEEE International Conference on Digital Health, 2021

Framework for Collecting Data from specialized IoT devices - An application to enhance Healthcare Systems.

Md. Saiful Islam, Shahriar Sobhan, Maria Valero, Hossain Shahriar, Liang Zhao, Sheikh Iqbal Ahamed

Proceedings of the IEEE International Conference on Digital Health, 2021

An Architecture for Federated Learning Enabled Collaborative Intrusion Detection System.

Caitlin L. McOsker, Michael Steven Handlin, Lei Li, Hossain Shahriar, Liang Zhao

Proceedings of the 27th Americas Conference on Information Systems, 2021

2020

Privacy-Preserving Distributed Analytics in Fog-Enabled IoT Systems.

Liang Zhao

Sensors, 2020

2019

Toward Creating a Subsurface Camera.

Wenzhan Song, Fangyu Li, Maria Valero, Liang Zhao

Sensors, 2019

Fast Decentralized Data Analytics in IoT Wireless Networks.

Liang Zhao

IEEE Access, 2019

2018

Asynchronous broadcast-based decentralized learning in sensor networks.

Liang Zhao, Wen-Zhan Song, Xiaojing Ye, Yujie Gu

Int. J. Parallel Emergent Distributed Syst., 2018

Decentralized consensus in distributed networks.

Liang Zhao, Wen-Zhan Song

Int. J. Parallel Emergent Distributed Syst., 2018

2017

Distributed Least-Squares Iterative Methods in Networks: A Survey.

Lei Shi, Liang Zhao, Wen-Zhan Song, Goutham Kamath, Yuan Wu, Xuefeng Liu

CoRR, 2017

2015

Fast decentralized gradient descent method and applications to in-situ seismic tomography.

Liang Zhao, Wen-Zhan Song, Xiaojing Ye

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Distributed Power-Line Outage Detection Based on Wide Area Measurement System.

Liang Zhao, Wen-Zhan Song

Sensors, 2014

A new multi-objective microgrid restoration via semidefinite programming.

Liang Zhao, Wen-Zhan Song

Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

Monitoring for Power-Line Change and Outage Detection in Smart Grid via the Alternating Direction Method of Multipliers.

Liang Zhao, Wen-Zhan Song, Lang Tong, Yuan Wu

Proceedings of the 28th International Conference on Advanced Information Networking and Applications Workshops, 2014