Publications
Underlined authors are the students under my supervision.
Conference Paper
FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification.
Chutian Jiang, Hansong Zhou, Xiaonan Zhang, and Shayok Charkraborty.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2024), Vilnius, Sep 9-13, 2024. (Accept Ratio: 24%)
FreeEM: Uncovering Parallel Memory EMR Covert Communication in Volatile Environments.
Sihan Yu, Jingjing Fu, Chenxu Jiang, ChunChih Lin, Zhenkai Zhang, Long Cheng, Ming Li, Xiaonan Zhang, and Linke Guo.
The 22nd ACM International Conference on Mobile Systems, Applications, and Services (ACM MobiSys 2024), Tokyo, Japan, Jun 3-7, 2024.
A Vibration Signal Enhancement Scheme for mmWave-based Sound Eavesdropping.
Shaoying Wang, Xiaonan Zhang.
IEEE INFOCOM The Second DeepWireless Workshop: Deep Learning for Wireless Communications, Sensing, and Security (DeepWireless 2024), Vancouver, Canada, May 20th, 2024.
Waste Not, Want Not: Service Migration-Assisted Federated Intelligence for Multi-Modality Mobile Edge Computing.
Hansong Zhou, Shaoying Wang, Chutian Jiang, Xiaonan Zhang, Linke Guo, Yukun Yuan.
The ACM 24th International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (ACM MobiHoc 2023), Washington D.C., Oct 23-26, 2023. (Accept Ratio: 21.9%)
Generative Graph Augmentation for Minority Class in Fraud Detection.
Lin Meng, Hesham Mostafa, Marcel Nassar, Xiaonan Zhang, and Jiawei Zhang
The 32nd ACM International Conference on Information and Knowledge Management (ACM CIKM 2023), University of Birmingham and Eastside Rooms, UK, Oct 21-25, 2023. (Accept Ratio: 27.4%)
Location-Adaptive Generative Graph Augmentation for Fraud Detection.
Lin Meng, Xiaonan Zhang, Jiawei Zhang, and Philip S. Yu
The 5th IEEE International Conference on Cognitive Machine Intelligence (IEEE CogMI 2023), Atlanta, GA, Nov 1-3, 2023.
DQN-based QoE Enhancement for Data Collection in Heterogeneous IoT Network.
Hansong Zhou, Sihan Yu, Xiaonan Zhang, Linke Guo, Beatriz Lorenzo.
IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems (IEEE MASS 2022), Denver, Colorado, Oct. 20-22, 2022.
CrossCas: A Novel Cross-Platform Approach for Predicting Cascades in OSNs with Hidden Markov Model.
Jinwei Liu, Xiaonan Zhang, Richard Alo, Xiuzhen Huang, Long Cheng, Feng Deng.
IEEE Global Communications Conference (IEEE GLOBECOM 2022), Dec 2022.
Robust Design for the IRS-Assisted Multicast Communications With Statistical CSI Errors.
Bolin Chen, Jiangtian Nie, Weiheng Zhang, Xiaonan Zhang, and Zehui Xiong.
2022 IEEE Global Communications Conference (IEEE GLOBECOM 2022), Dec 2022.
Defending against Cross-Technology Jamming in Heterogeneous IoT Systems.
Sihan Yu, ChunChih Lin, Xiaonan Zhang, and Linke Guo.
The 42nd IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2022), July 2022. (Accept Ratio: 19.9%).
Physical-Level Parallel Inclusive Communication for Heterogeneous IoT Devices.
Sihan Yu, Xiaonan Zhang, Pei Huang, and Linke Guo.
The 41st IEEE International Conference on Computer Communication (IEEE INFOCOM 2022), May 2022. (Accept Ratio: 19.9%).
AuthCTC: Defending Against Waveform Emulation Attack in Heterogeneous IoT Environments.
Sihan Yu, Xiaonan Zhang, Pei Huang, Linke Guo, Long Cheng and Kuangching Wang.
The 15th ACM ASIA Conference on Computer and Communications Security (ACM AsiaCCS 2020), Taipei, Taiwan, Oct. 5-9, 2020. (Accept Ratio: 21%)
Hide and Seek: Waveform Emulation Attack and Defense in Cross-Technology Communication.
Xiaonan Zhang, Pei Huang, Linke Guo and Yuguang Fang.
The 39th IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2019), Dallas, Texas, Jul. 7-10, 2019. (Accept Ratio: 19.6%).
Incentivizing Relay Participation for Securing IoT Communication.
Xiaonan Zhang, Pei Huang, Linke Guo and Mo Sha.
The 38th IEEE International Conference on Computer Communication (IEEE INFOCOM 2019), Paris, France, Apr. 29-May. 2, 2019. (Accept Ratio: 19%).
CREAM: Unauthorized Secondary User Detection in Fading Environments.
Xiaonan Zhang, Pei Huang, Qi Jia and Linke Guo.
The 15th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (IEEE MASS 2018), Chengdu, China, Oct. 9-12, 2018.
Classification of Severely Occluded Image Sequences via Convolutional Recurrent Neural Networks.
Jian Zheng, Yifan Wang, Xiaonan Zhang > and Xiaohua Li.
The 6th IEEE Global Conference on Signal and Information Processing (IEEE GlobalSIP 2018), Anaheim, California, USA, Nov. 26-29, 2018.
Secure and Optimized Unauthorized Secondary User Detection in Dynamic Spectrum Access.
Xiaonan Zhang, Qi Jia and Linke Guo.
The IEEE Conference on Communications and Network Security (IEEE CNS 2017).
Social-enabled Data Offloading via Mobile Participation: A Game-Theoretical Approach.
Xiaonan Zhang, Linke Guo, Ming Li, and Yuguang Fang.
The IEEE Global Communications Conference (IEEE GLOBECOM 2016), Washington, D.C., Dec. 4-8, 2016.
On the Achievable Rate of MIMO Cognitive Radio Network with Multiple Secondary Users.
Wenbo Xu, Xiaonan Zhang, Jing Zhai and Jiaru Lin.
The IEEE Vehicular Technology Conference (IEEE VTC 2014), Seoul, Korea, pp. 1-5.
Journal Paper
Signal Emulation Attack and Defense for Smart Home IoT.
Xiaonan Zhang, Sihan Yu, Hansong Zhou, Pei Huang, Linke Guo, and Ming Li.
The IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2022. (IF = 7.9).
Design of dynamic active‐passive beamforming for reconfigurable intelligent surfaces assisted hybrid VLC/RF communications.
Yufeng Han, Yue Xiao, Xiaonan Zhang, Yulan Gao, Qiaonan Zhu, and Binhong Dong.
IET Communications, 2022.
Wearable-User Authentication via Cross-Technology Interference in Heterogeneous Environments.
Pei Huang, Xiaonan Zhang, Sihan Yu, Linke Guo, and Ming Li.
The IEEE Internet of Things Journal (IEEE IoT-J), 2021, (IF = 10.6).
IS-WARS: Intelligent and Stealthy Adversarial Attack to Wi-Fi-based Human Activity Recognition Systems.
Pei Huang, Xiaonan Zhang, Sihan Yu and Linke Guo.
The IEEE Transactions on Dependable and Secure Computing (IEEE TDSC), 2021. (IF = 7.3).
Incentivizing Crowdsensing-based Noise Monitoring with Differentially-Private Locations.
Pei Huang, , Xiaonan Zhang, Linke Guo and Ming Li
The IEEE Transactions on Mobile Computing (IEEE TMC), vol. 20, no. 2, Feb. 2021. (IF = 7.9).
Social-Aware Energy-Efficient Data Offloading With Strong Stability.
Xiaonan Zhang, Pei Huang, Linke Guo, and Yuguang Fang
The IEEE/ACM Transactions on Networking (IEEE/ACM ToN), vol. 27, no. 4, pp. 1515-1528, Aug. 2019. (IF = 3.7).
Motivating Human-enabled Mobile Participation for Data Offloading.
Xiaonan Zhang , Linke Guo, Ming Li and Yuguang Fang.
The IEEE Transactions on Mobile Computing (IEEE TMC), vol. 17, no. 7, pp. 1624-1637, Jul. 2018. (IF = 7.9).
Optimal Source and Relay Design for Multiuser MIMO AF Relay Communication Systems With Direct Links and Imperfect Channel Information.
Zhiqiang He, Xiaonan Zhang, Yunqiang Bi, Weipeng Jiang and Yue Rong.
The IEEE Transactions on Wireless Communications (IEEE TWC), vol. 15, no. 3, pp. 2025-2038, Mar. 2016. (IF = 10.4).
Joint transceiver design for amplify-and-forward multiuser mimo relay communication systems with sourcedestination links.
Weipeng Jiang, Zhiqiang He, Xiaonan Zhang, Yunqiang Bi, and Yue Rong.
Journal of Communications, vol. 10, no. 7, 2015. (IF = 3.753)
Poster
Secure Authentication in CrossTechnology Communication for Heterogeneous IoT.
Sihan Yu, Xiaonan Zhang, Pei Huang and Linke Guo.
IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2019), Newark, NJ, Nov. 11-14, 2019.
