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ORCIDHuanle Zhang
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2020 – today
- 2025
[j14]Lei Fu, Runyu Pan, Tianbo Gu, Xiuzhen Cheng
, Huanle Zhang:
IoT-Enabled Supply Chain Management From a Customer Perspective: Challenges and Opportunities. IEEE Internet Things J. 12(2): 1579-1589 (2025)- [j13]Xianglong Zhang, Feng Li, Huanle Zhang, Haoxin Zhang, Zhijian Huang, Lisheng Fan, Xiuzhen Cheng, Pengfei Hu:
Model Poisoning Attack Against Neural Network Interpreters in IoT Devices. IEEE Trans. Mob. Comput. 24(3): 1715-1730 (2025) - 2024
- [j12]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): 1123 (2024) - [j11]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): 941-954 (2024) - [c14]Tianyang Zhang, Bozhong Yu, Yaxiong Xie, Huanle Zhang:
Privacy Protection in WiFi Sensing via CSI Fuzzing. SEC 2024: 410-416 - [i13]Yuhang Guan, Runzheng Wang, Lei Fu, Huanle Zhang:
Patent Value Characterization - An Empirical Analysis of Elevator Industry Patents. CoRR abs/2404.15282 (2024) - 2023
- [j10]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): 14102-14113 (2023) - [j9]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): 21811-21819 (2023) - [j8]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): 2978-2989 (2023) - [c13]Huanle Zhang, Hamed Pirsiavash, Xin Liu:
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. WACV 2023: 2507-2516 - [c12]Yupeng Yin, Xianglong Zhang, Huanle Zhang, Feng Li, Yue Yu, Xiuzhen Cheng, Pengfei Hu:
Ginver: Generative Model Inversion Attacks Against Collaborative Inference. WWW 2023: 2122-2131 - 2022
- [j7]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) - [j6]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): 16:1-16:21 (2022) - [c11]Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia:
FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. MILCOM 2022: 478-483 - [c10]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: 609-620 - [i12]Chao Huang, Huanle Zhang, Xin Liu:
Incentivizing Data Contribution in Cross-Silo Federated Learning. CoRR abs/2203.03885 (2022) - [i11]Lei Fu, Huanle Zhang, Ge Gao, Huajie Wang, Mi Zhang, Xin Liu:
Client Selection in Federated Learning: Principles, Challenges, and Opportunities. CoRR abs/2211.01549 (2022) - [i10]Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, Xin Liu:
Federated Learning Hyper-Parameter Tuning from a System Perspective. CoRR abs/2211.13656 (2022) - 2021
- [c9]Rex Liu, Albara Ah Ramli, Huanle Zhang, Erik K. Henricson, Xin Liu:
An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence. ICIOT 2021: 1-14 - [i9]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 abs/2103.15990 (2021) - [i8]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:
Gait Characterization in Duchenne Muscular Dystrophy (DMD) Using a Single-Sensor Accelerometer: Classical Machine Learning and Deep Learning Approaches. CoRR abs/2105.06295 (2021) - [i7]Huanle Zhang, Jeonghoon Kim:
Towards a Federated Learning Framework for Heterogeneous Devices of Internet of Things. CoRR abs/2105.14675 (2021) - [i6]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 abs/2106.15017 (2021) - [i5]Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, Michael DeLucia:
Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective. CoRR abs/2110.03061 (2021) - [i4]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 abs/2110.03765 (2021) - [i3]Rex Liu, Huanle Zhang, Hamed Pirsiavash, Xin Liu:
STAF: A Spatio-Temporal Attention Fusion Network for Few-shot Video Classification. CoRR abs/2112.04585 (2021) - 2020
- [j5]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): 1603-1617 (2020) - [c8]Huanle Zhang, Bo Han, Prasant Mohapatra:
Toward Mobile 3D Vision. ICCCN 2020: 1-8 - [c7]Huanle Zhang, Bo Han, Cheuk Yiu Ip, Prasant Mohapatra:
Slimmer: Accelerating 3D Semantic Segmentation for Mobile Augmented Reality. MASS 2020: 603-612 - [c6]Tianbo Gu, Allaukik Abhishek, Hao Fu, Huanle Zhang, Debraj Basu, Prasant Mohapatra:
Towards Learning-automation IoT Attack Detection through Reinforcement Learning. WoWMoM 2020: 88-97 - [i2]Tianbo Gu, Allaukik Abhishek, Hao Fu, Huanle Zhang, Debraj Basu, Prasant Mohapatra:
Towards Learning-automation IoT Attack Detection through Reinforcement Learning. CoRR abs/2006.15826 (2020)
2010 – 2019
- 2019
- [j4]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): 1674-1687 (2019) - [c5]Huanle Zhang, Zhicheng Yang, Prasant Mohapatra:
Wireless access to ultimate virtual reality 360-degree video: poster abstract. IoTDI 2019: 271-272 - [c4]Huanle Zhang, Mostafa Uddin, Fang Hao, Sarit Mukherjee, Prasant Mohapatra:
AIDE: Augmented Onboarding of IoT Devices at Ease. HotMobile 2019: 123-128 - 2018
- [j3]Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra:
An Acoustic-Based Encounter Profiling System. IEEE Trans. Mob. Comput. 17(8): 1750-1763 (2018) - [c3]Huanle Zhang, Ahmed Elmokashfi, Prasant Mohapatra:
WiFi and Multiple Interfaces: Adequate for Virtual Reality? ICPADS 2018: 220-227 - [i1]Huanle Zhang, Ahmed Elmokashfi, Zhicheng Yang, Prasant Mohapatra:
Wireless Access to Ultimate Virtual Reality 360-Degree Video At Home. CoRR abs/1812.01777 (2018) - 2017
- [j2]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) - [j1]Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li:
Pando: Fountain-Enabled Fast Data Dissemination With Constructive Interference. IEEE/ACM Trans. Netw. 25(2): 820-833 (2017) - 2016
- [c2]Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, Prasant Mohapatra:
DopEnc: acoustic-based encounter profiling using smartphones. MobiCom 2016: 294-307 - 2015
- [c1]Wan Du, Jansen Christian Liando, Huanle Zhang, Mo Li:
When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks. SenSys 2015: 365-378
Coauthor Index
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