Huanle Zhang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Virtual Reality

Data Dissemination

Machine Learning

Top Venues

IEEE Trans. Mob. Comput.

IEEE Internet Things J.

Publications

Yuhang Guan, Runzheng Wang, Lei Fu, Huanle Zhang
Patent Value Characterization - An Empirical Analysis of Elevator Industry Patents. CoRR (2024)
Pengfei Hu, Wenhao Li, Yifan Ma, Panneer Selvam Santhalingam, Parth H. Pathak, Hong Li, Huanle Zhang, Guoming Zhang, Xiuzhen Cheng, Prasant Mohapatra
Towards Unconstrained Vocabulary Eavesdropping With mmWave Radar Using GAN. IEEE Trans. Mob. Comput. 23 (1) (2024)
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
Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. Sensors 24 (4) (2024)
Xianglong Zhang, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, Xiuzhen Cheng, Pengfei Hu
Model Poisoning Attack on Neural Network Without Reference Data. IEEE Trans. Computers 72 (10) (2023)
Yupeng Yin, Xianglong Zhang, Huanle Zhang, Feng Li, Yue Yu, Xiuzhen Cheng, Pengfei Hu
Ginver: Generative Model Inversion Attacks Against Collaborative Inference. WWW (2023)
Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, Xin Liu
Client Selection in Federated Learning: Principles, Challenges, and Opportunities. IEEE Internet Things J. 10 (24) (2023)
Huanle Zhang, Hamed Pirsiavash, Xin Liu
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. WACV (2023)
Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
Federated Learning Hyperparameter Tuning From a System Perspective. IEEE Internet Things J. 10 (16) (2023)
Chao Huang, Huanle Zhang, Xin Liu
Incentivizing Data Contribution in Cross-Silo Federated Learning. CoRR (2022)
Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu
Federated Learning Hyper-Parameter Tuning from a System Perspective. CoRR (2022)
Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao
Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning. Frontiers Artif. Intell. 5 (2022)
Lei Fu, Huanle Zhang, Ge Gao, Huajie Wang, Mi Zhang, Xin Liu
Client Selection in Federated Learning: Principles, Challenges, and Opportunities. CoRR (2022)
Huanle Zhang, Mostafa Uddin, Fang Hao, Sarit Mukherjee, Prasant Mohapatra
MAIDE: Augmented Reality (AR)-facilitated Mobile System for Onboarding of Internet of Things (IoT) Devices at Ease. ACM Trans. Internet Things 3 (2) (2022)
Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia
FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. MILCOM (2022)
Shuang He, Yuhang Qian, Huanle Zhang, Guoming Zhang, Minghui Xu, Lei Fu, Xiuzhen Cheng, Huan Wang, Pengfei Hu
Accurate Contact-Free Material Recognition with Millimeter Wave and Machine Learning. WASA (2) (2022)
Albara Ah Ramli, Huanle Zhang, Jiahui Hou, Rex Liu, Xin Liu, Alina Nicorici, Daniel Aranki, Corey Owens, Poonam Prasad, Craig McDonald, Erik Henricson
Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. CoRR (2021)
Huanle Zhang, Jeonghoon Kim
Towards a Federated Learning Framework for Heterogeneous Devices of Internet of Things. CoRR (2021)
Huanle Zhang, Nicharee Wisuthiphaet, Hemiao Cui, Nitin Nitin, Xin Liu, Qing Zhao
Food Science Spectroscopy Model Training: Improving Data Efficiency Using Active Learning and Semi-Supervised Learning. CoRR (2021)
Rex Liu, Albara Ah Ramli, Huanle Zhang, Esha Datta, Xin Liu
An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. CoRR (2021)
Rex Liu, Albara Ah Ramli, Huanle Zhang, Erik Henricson, Xin Liu
An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. ICIOT (2021)
Rex Liu, Huanle Zhang, Hamed Pirsiavash, Xin Liu
STAF: A Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. CoRR (2021)
Rex Liu, Sarina A. Fazio, Huanle Zhang, Albara Ah Ramli, Xin Liu, Jason Yeates Adams
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers. CoRR (2021)
Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia
Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. CoRR (2021)
Huanle Zhang, Bo Han, Cheuk Yiu Ip, Prasant Mohapatra
Slimmer: Accelerating 3D Semantic Segmentation for Mobile Augmented Reality. MASS (2020)
Tianbo Gu, Allaukik Abhishek, Hao Fu, Huanle Zhang, Debraj Basu, Prasant Mohapatra
Towards Learning-automation IoT Attack Detection through Reinforcement Learning. CoRR (2020)
Pengfei Hu, Parth H. Pathak, Huanle Zhang, Zhicheng Yang, Prasant Mohapatra
High Speed LED-to-Camera Communication using Color Shift Keying with Flicker Mitigation. IEEE Trans. Mob. Comput. 19 (7) (2020)
Tianbo Gu, Allaukik Abhishek, Hao Fu, Huanle Zhang, Debraj Basu, Prasant Mohapatra
Towards Learning-automation IoT Attack Detection through Reinforcement Learning. WoWMoM (2020)
Huanle Zhang, Bo Han, Prasant Mohapatra
Toward Mobile 3D Vision. ICCCN (2020)
Huanle Zhang, Mostafa Uddin, Fang Hao, Sarit Mukherjee, Prasant Mohapatra
AIDE: Augmented Onboarding of IoT Devices at Ease. HotMobile (2019)
Huanle Zhang, Zhicheng Yang, Prasant Mohapatra
Wireless access to ultimate virtual reality 360-degree video: poster abstract. IoTDI (2019)
Huanle Zhang, Wan Du, Mo Li, Kaishun Wu, Prasant Mohapatra
StrLight: An Imperceptible Visible Light Communication System with String Lights. IEEE Trans. Mob. Comput. 18 (7) (2019)
Huanle Zhang, Ahmed Elmokashfi, Zhicheng Yang, Prasant Mohapatra
Wireless Access to Ultimate Virtual Reality 360-Degree Video At Home. CoRR (2018)
Huanle Zhang, Ahmed Elmokashfi, Prasant Mohapatra
WiFi and Multiple Interfaces: Adequate for Virtual Reality? ICPADS (2018)
Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra
An Acoustic-Based Encounter Profiling System. IEEE Trans. Mob. Comput. 17 (8) (2018)
Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li
Pando: Fountain-Enabled Fast Data Dissemination With Constructive Interference. IEEE/ACM Trans. Netw. 25 (2) (2017)
Huanle Zhang, Jian Liu, Haili Shi
Analysis of accessing to the nearest and to the strongest base station in femtocell networks. Int. J. Commun. Syst. 30 (1) (2017)
Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra
DopEnc: acoustic-based encounter profiling using smartphones. MobiCom (2016)
Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li
When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks. SenSys (2015)