Data System Lab (DataSys)

  1. 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
  2. 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
  3. 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
  4. Model Poisoning Attack on Neural Network without Reference Data
    Xianglong Zhang, Pengfei Hu, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, and Xiuzhen Cheng
    IEEE Transactions on Computers (TC)
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  1. 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
  2. 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
  3. 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
  1. 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
  2. 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
  3. Toward Mobile 3D Vision
    Huanle Zhang, Bo Han, and Prasant Mohapatra
    IEEE International Conference on Computer Communications and Networks (ICCCN)
    Paper | Slides
  4. 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
  1. 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
  2. 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
  1. An Acoustic-based Encounter Profiling System
    Huanle Zhang, Wan Du, Pengfei Zhou, Mo Li, and Prasant Mohapatra
    IEEE Transactions on Mobile Computing (TMC)
    Paper
  2. 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
  1. 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
  1. 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
  1. 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
  1. 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
  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  1. Client Selection in Federated Learning: Principles, Challenges, and Opportunities
    Lei Fu, Huanle Zhang, Ge Gao, Huajie Wang, Mi Zhang, and Xin Liu
    Paper
  2. 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
  1. [US Patent] Augmented Onboarding of Internet-of-Things Devices
    Mostafa Uddin, Fang Hao, Sarit Mukherjee, and Huanle Zhang
    PDF , 2020
  2. [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
  3. [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
  4. [China Patent] 一种基于混合分析检测安卓恶意软件方法
    胡鹏飞,吴玥青,张国明,章宦乐,于东晓,李红
    2022
  1. ACM SIGBED China 2022 -
  2. ACM MobiHoc 2021 -
  3. ACM SenSys (Shadow) 2022 -
  4. IEEE ICPADS 2022 -