Ginver: Generative Model Inversion Attacks Against Collaborative Inference
Yupeng Yin, Xianglong Zhang, Huanle Zhang, Feng Li, Yue Yu, Xiuzhen Cheng, and Pengfei Hu
The Web Conference (WWW) Paper
Federated Learning Hyper-Parameter Tuning From A System Perspective
Huanle Zhang, Lei Fu, Mi Zhang, Pengfei Hu, Xiuzhen Cheng, Prasant Mohapatra, and Xin Liu
IEEE Internet of Things Journal (IoT-J) Paper
Federated Learning Hyper-Parameter Tuning for Edge Computing
Xueying Zhang, Lei Fu, Huanle Zhang, and Xin Liu
Edge Computing - Technology, Management and Integration, IntechOpen
Paper
Model Poisoning Attack on Neural Network without Reference Data
Xianglong Zhang, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, Xiuzhen Cheng, and Pengfei Hu
IEEE Transactions on Computers (TC) Paper
Client Selection in Federated Learning: Principles, Challenges, and Opportunities
Lei Fu, Huanle Zhang, Ge Gao, Mi Zhang, and Xin Liu
IEEE Internet of Things Journal (IoT-J) Paper
Towards Unconstrained Vocabulary Eavesdropping with mmWave Radar using GAN
Pengfei Hu, Wenhao Li, Yifan Ma, Panneer Selvam Santhalingam, Parth Pathak, Hong Li, Huanle Zhang, Guoming Zhang, Xiuzhen Cheng, and Prasant Mohapatra
IEEE Transactions on Mobile Computing (TMC) Paper
MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-shot Video Classification
Xin Liu, Huanle Zhang, Hamed Pirsiavash, and Xin Liu
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Paper
FedTune: Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective
Huanle Zhang, Mi Zhang, Xin Liu, Prasant Mohapatra, and Michael DeLucia
IEEE Military Communications Conference (MILCOM) Paper | Github | Poster | Slides
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, and Qing Zhao
Frontiers in Artificial Intelligence, 2022
Paper
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, and Pengfei Hu
International Conference on Wireless Algorithms, Systems, and Applications (WASA) Paper
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, and Prasant Mohapatra
ACM Transactions on Internet of Things (TIOT) Paper
An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence
Rex Liu, Albara Ah Ramli, Huanle Zhang, Erik Henricson, and Xin Liu
International Conference on Internet of Things (ICIOT) Paper
Early Mobility Recognition for Intensive Care Unit Patients Using Accelerometers
Rex Liu, Sarina A Fazio, Huanle Zhang, Albara Ah Ramli, Xin Liu, and Jason Yeates Adams
KDD Workshop on Artificial Intelligence of Things (AIoT) Paper
High Speed LED-to-Camera Communication using Color Shift Keying with Flicker Mitigation
Pengfei Hu, Parth H. Pathak, Huanle Zhang, Zhicheng Yang, and Prasant Mohapatra
IEEE Transactions on Mobile Computing (TMC) Paper
Slimmer: Accelerating 3D Semantic Segmentation for Mobile Augmented Reality
Huanle Zhang, Bo Han, Cheuk Yiu Ip, and Prasant Mohapatra
IEEE International Conference on Mobile Ad-Hoc and Smart Systems (MASS) Paper | Slides
Toward Mobile 3D Vision
Huanle Zhang, Bo Han, and Prasant Mohapatra
IEEE International Conference on Computer Communications and Networks (ICCCN) Paper | Slides
Towards Learning-automation IoT Attack Detection through Reinforcement Learning
Tianbo Gu, Allaukik Abhishek, Hao Fu, Huanle Zhang, Debraj Basu, and Prasant Mohapatra
IEEE International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM) Paper
StrLight: An Imperceptible Visible Light Communication System with String Lights
Huanle Zhang, Wan Du, Mo Li, Kaishun Wu, and Prasant Mohapatra
IEEE Transactions on Mobile Computing (TMC) Paper
AIDE: Augmented Onboarding of IoT Devices at Ease (Best Demo Runner-up Award)
Huanle Zhang, Mostafa Uddin, Fang Hao, Sarit Mukherjee, and Prasant Mohapatra
ACM Workshop on Mobile Computing Systems and Applications (HotMobile) Paper | Slides | Poster
An Acoustic-based Encounter Profiling System
Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, and Prasant Mohapatra
IEEE Transactions on Mobile Computing (TMC) Paper
WiFi and Multiple Interfaces: Adequate for Virtual Reality?
Huanle Zhang, Ahmed Elmokashfi, and Prasant Mohapatra
IEEE Conference on Parallel and Distributed Systems (ICPADS) Paper | Slides
Pando: Fountain-Enabled Fast Data Dissemination with Constructive Interference
Wan Du, Jansen Christian Liando, Huanle Zhang, and Mo Li
IEEE/ACM Transactions on Networking (TON) Paper
DopEnc: Acoustic-based Encounter Profiling Using Smartphones
Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, and Prasant Mohapatra
ACM Conference on Mobile Computing and Networking (MobiCom) Paper | Slides
When Pipelines Meet Fountain: Fast Data Dissemination in Wireless Sensor Networks (Best Paper Award)
Wan Du, Jansen Christian Liando, Huanle Zhang, and Mo Li
ACM Conference on Embedded Networked Sensor Systems (SenSys) Paper
Analysis of Accessing to the Nearest and to the Strongest Base Station in Femtocell Networks
Huanle Zhang, Jian Liu, and Haili Shi
International Journal of Communication Systems (IJCS) Paper
OFDMA Femtocell Gateway Scheduling based on Coloring
Huanle Zhang, Jian Liu, Yu Fu, and Niangeng Guo
Advances in Information Sciences and Service Sciences (AISS) Paper
Analysis of Femtocell Coverage Fraction and Isolated Probability using Stochastic Geometry
Huanle Zhang, Jian Liu, Yupeng Jia, and Yulu Ma
IEEE Global Communications Conference (Globecom) Paper
Optimal Transmission Distance of Mean Progress and Mean Transport in Device-to-device Networks
Huanle Zhang, Yu Fu, and Jian Liu
International Conference on Cyberspace Technology (CCT) Paper
A Tractable Framework for Power Consumption in Femtocell Networks
Huanle Zhang, Jian Liu, and Niangeng Guo
International Conference on Multimedia Information Networking and Security (MINES) Paper
Policy on Downlink Access of Femtocell Based on OFDMA in Dense Employment Residential Environment
Huanle Zhang and Jian Liu
International Conference on Software Engineering and Information System (SEIS) Paper
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 McDonald, and Erik Henricson
Paper
[US Patent] Augmented Onboarding of Internet-of-Things Devices
Mostafa Uddin, Fang Hao, Sarit Mukherjee, and Huanle Zhang
PDF , 2020
[US Patent] Method for Accelerating Three-Dimensional Object Segmentation with Point Cloud Simplifications
Bo Han, Cheuk Yiu Ip, Eric Zavesky, and Huanle Zhang
PDF , 2022
[China Patent] 一种基于毫米波的非接触物质检测方法
胡鹏飞、钱宇航、贺塽、章宦乐、张国明、于东晓
PDF , 2022