Huanle Zhang

According to our database, Huanle Zhang authored at least 36 papers between 2015 and 2024.

Collaborative distances:

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

2024

Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches.

Albara Ah Ramli, Xin Liu, Kelly Berndt, Erica Goude, Jiahui Hou, Lynea B. Kaethler, Rex Liu, Amanda Lopez, Alina Nicorici, Corey Owens, David Rodriguez, Jane Wang, Huanle Zhang, Daniel Aranki, Craig M. McDonald, Erik K. Henricson

Sensors, February, 2024

Towards Unconstrained Vocabulary Eavesdropping With mmWave Radar Using GAN.

Pengfei Hu, Wenhao Li, Yifan Ma, Panneer Selvam Santhalingam, Parth H. Pathak, Hong Li, Huanle Zhang, Guoming Zhang, Xiuzhen Cheng, Prasant Mohapatra

IEEE Trans. Mob. Comput., January, 2024

2023

Model Poisoning Attack on Neural Network Without Reference Data.

Xianglong Zhang, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, Xiuzhen Cheng, Pengfei Hu

IEEE Trans. Computers, October, 2023

Federated Learning Hyperparameter Tuning From a System Perspective.

Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu

IEEE Internet Things J., August, 2023

Client Selection in Federated Learning: Principles, Challenges, and Opportunities.

Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, Xin Liu

IEEE Internet Things J., 2023

Ginver: Generative Model Inversion Attacks Against Collaborative Inference.

Yupeng Yin, Xianglong Zhang, Huanle Zhang, Feng Li, Yue Yu, Xiuzhen Cheng, Pengfei Hu

Proceedings of the ACM Web Conference 2023, 2023

MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification.

Huanle Zhang, Hamed Pirsiavash, Xin Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

MAIDE: Augmented Reality (AR)-facilitated Mobile System for Onboarding of Internet of Things (IoT) Devices at Ease.

Huanle Zhang, Mostafa Uddin, Fang Hao, Sarit Mukherjee, Prasant Mohapatra

ACM Trans. Internet Things, 2022

Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning.

Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao

Frontiers Artif. Intell., 2022

Federated Learning Hyper-Parameter Tuning from a System Perspective.

Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu

CoRR, 2022

Client Selection in Federated Learning: Principles, Challenges, and Opportunities.

Lei Fu, Huanle Zhang, Ge Gao, Huajie Wang, Mi Zhang, Xin Liu

CoRR, 2022

Incentivizing Data Contribution in Cross-Silo Federated Learning.

Chao Huang, Huanle Zhang, Xin Liu

CoRR, 2022

Accurate Contact-Free Material Recognition with Millimeter Wave and Machine Learning.

Shuang He, Yuhang Qian, Huanle Zhang, Guoming Zhang, Minghui Xu, Lei Fu, Xiuzhen Cheng, Huan Wang, Pengfei Hu

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective.

Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia

Proceedings of the IEEE Military Communications Conference, 2022

2021

STAF: A Spatio-Temporal Attention Fusion Network for Few-shot Video Classification.

Rex Liu, Huanle Zhang, Hamed Pirsiavash, Xin Liu

CoRR, 2021

Food Science Spectroscopy Model Training: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning.

Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao

CoRR, 2021

Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective.

Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia

CoRR, 2021

Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers.

Rex Liu, Sarina A. Fazio, Huanle Zhang, Albara Ah Ramli, Xin Liu, Jason Yeates Adams

CoRR, 2021

Towards a Federated Learning Framework for Heterogeneous Devices of Internet of Things.

Huanle Zhang, Jeonghoon Kim

CoRR, 2021

Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches.

Albara Ah Ramli, Huanle Zhang, Jiahui Hou, Rex Liu, Xin Liu, Alina Nicorici, Daniel Aranki, Corey Owens, Poonam Prasad, Craig M. McDonald, Erik K. Henricson

CoRR, 2021

An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence.

Rex Liu, Albara Ah Ramli, Huanle Zhang, Esha Datta, Xin Liu

CoRR, 2021

An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence.

Rex Liu, Albara Ah Ramli, Huanle Zhang, Erik K. Henricson, Xin Liu

Proceedings of the Internet of Things - ICIOT 2021, 2021

2020

High Speed LED-to-Camera Communication using Color Shift Keying with Flicker Mitigation.

Pengfei Hu, Parth H. Pathak, Huanle Zhang, Zhicheng Yang, Prasant Mohapatra

IEEE Trans. Mob. Comput., 2020

Towards Learning-automation IoT Attack Detection through Reinforcement Learning.

Tianbo Gu, Allaukik Abhishek, Hao Fu, Huanle Zhang, Debraj Basu, Prasant Mohapatra

Proceedings of the 21st IEEE International Symposium on "A World of Wireless, 2020

Slimmer: Accelerating 3D Semantic Segmentation for Mobile Augmented Reality.

Huanle Zhang, Bo Han, Cheuk Yiu Ip, Prasant Mohapatra

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Toward Mobile 3D Vision.

Huanle Zhang, Bo Han, Prasant Mohapatra

Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2019

StrLight: An Imperceptible Visible Light Communication System with String Lights.

Huanle Zhang, Wan Du, Mo Li, Kaishun Wu, Prasant Mohapatra

IEEE Trans. Mob. Comput., 2019

AIDE: Augmented Onboarding of IoT Devices at Ease.

Huanle Zhang, Mostafa Uddin, Fang Hao, Sarit Mukherjee, Prasant Mohapatra

Proceedings of the 20th International Workshop on Mobile Computing Systems and Applications, 2019

Wireless access to ultimate virtual reality 360-degree video: poster abstract.

Huanle Zhang, Zhicheng Yang, Prasant Mohapatra

Proceedings of the International Conference on Internet of Things Design and Implementation, 2019

2018

An Acoustic-Based Encounter Profiling System.

Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra

IEEE Trans. Mob. Comput., 2018

Wireless Access to Ultimate Virtual Reality 360-Degree Video At Home.

Huanle Zhang, Ahmed Elmokashfi, Zhicheng Yang, Prasant Mohapatra

CoRR, 2018

WiFi and Multiple Interfaces: Adequate for Virtual Reality?

Huanle Zhang, Ahmed Elmokashfi, Prasant Mohapatra

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

2017

Pando: Fountain-Enabled Fast Data Dissemination With Constructive Interference.

Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li

IEEE/ACM Trans. Netw., 2017

Analysis of accessing to the nearest and to the strongest base station in femtocell networks.

Huanle Zhang, Jian Liu, Haili Shi

Int. J. Commun. Syst., 2017

2016

DopEnc: acoustic-based encounter profiling using smartphones.

Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra

Proceedings of the 22nd Annual International Conference on Mobile Computing and Networking, 2016

2015

When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks.

Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li

Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems, 2015