| 2025 | GLOBECOM | QUANT: A Quality-Aware Adversarial Noise Removal Attack on Semantic Communications. | Xuanting Chen, Maojun Zhang, Richeng Jin, Huaiyu Dai |
| 2025 | ICLR | GSBAK: top-K Geometric Score-based Black-box Attack. | Md Farhamdur Reza, Richeng Jin, Tianfu Wu, Huaiyu Dai |
| 2025 | ICML | Noisy SIGNSGD Is More Differentially Private Than You (Might) Think. | Richeng Jin, Huaiyu Dai |
| 2025 | ICML | NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel. | Gabriel Thompson, Kai Yue, Chau-Wai Wong, Huaiyu Dai |
| 2025 | INFOCOM | Inverse-Reinforcement Learning for Intention-driven Drone Trajectory Design in Digital Twin Networks. | Ruimin Yang, Licheng Lin, Ye Hu, Huaiyu Dai |
| 2024 | AAAI | FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-Aware Model Update. | Ji Liu, Juncheng Jia, Tianshi Che, Chao Huo, Jiaxiang Ren, Yang Zhou, Huaiyu Dai, Dejing Dou |
| 2024 | SDM | AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices. | Ji Liu, Tianshi Che, Yang Zhou, Ruoming Jin, Huaiyu Dai, Dejing Dou, Patrick Valduriez |
| 2023 | CISS | Decentralized Differentially Private Without-Replacement Stochastic Gradient Descent. | Richeng Jin, Xiaofan He, Huaiyu Dai |
| 2023 | EMNLP | Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization. | Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren, Jiwen Zhou, Victor S. Sheng, Huaiyu Dai, Dejing Dou |
| 2023 | ICCV | CGBA: Curvature-aware Geometric Black-box Attack. | Md Farhamdur Reza, Ali Rahmati, Tianfu Wu, Huaiyu Dai |
| 2022 | AAAI | Efficient Device Scheduling with Multi-Job Federated Learning. | Chendi Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou, Yang Zhou, Huaiyu Dai, Dejing Dou |
| 2022 | GLOBECOM | Dynamic Power Control for Delay-Optimal Replicated Edge Computing. | Dongqing Geng, Tianheng Li, Xiaofan He, Huaiyu Dai |
| 2022 | GLOBECOM | Task-Decoding Assisted Cooperative Transmission for Coded Edge Computing. | Tianheng Li, Xiaofan He, Huaiyu Dai |
| 2022 | ICML | Neural Tangent Kernel Empowered Federated Learning. | Kai Yue, Richeng Jin, Ryan Pilgrim, Chau-Wai Wong, Dror Baron, Huaiyu Dai |
| 2022 | IJCAI | FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server. | Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou |
| 2021 | GLOBECOM | Temporal and Spectral Analysis of Spectrum Hole Distributions in an LTE Cell. | Rui Zou, Wenye Wang, Huaiyu Dai |
| 2021 | INFOCOM | Spectral Graph Theory Based Resource Allocation for IRS-Assisted Multi-Hop Edge Computing. | Huilian Zhang, Xiaofan He, Qingqing Wu, Huaiyu Dai |
| 2021 | MOBICOM | Experimental Study of Outdoor UAV Localization and Tracking using Passive RF Sensing. | Udita Bhattacherjee, Ender Ozturk, zgr zdemir, Ismail Gven, Mihail L. Sichitiu, Huaiyu Dai |
| 2021 | VTC | Placement of mmWave Base Stations for Serving Urban Drone Corridors. | Simran Singh, Udita Bhattacherjee, Ender Ozturk, Ismail Gven, Huaiyu Dai, Mihail L. Sichitiu, Arupjyoti Bhuyan |
| 2021 | WCNC | Joint Service Placement and Resource Allocation for Multi-UAV Collaborative Edge Computing. | Xiaofan He, Richeng Jin, Huaiyu Dai |
| 2020 | CVPR | GeoDA: A Geometric Framework for Black-Box Adversarial Attacks. | Ali Rahmati, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Huaiyu Dai |
| 2020 | GLOBECOM | Joint Power and Deployment Optimization for Multi-UAV Remote Edge Computing. | Xiaofan He, Richeng Jin, Huaiyu Dai |
| 2020 | GLOBECOM | Differential Privacy and Prediction Uncertainty of Gossip Protocols in General Networks. | Yufan Huang, Richeng Jin, Huaiyu Dai |
| 2020 | GLOBECOM | Energy-Efficient Beamforming and Power Control for Uplink NOMA in mmWave UAV Networks. | Ali Rahmati, Seyyedali Hosseinalipour, Yavuz Yapici, Ismail Gven, Huaiyu Dai, Arupjyoti Bhuyan |
| 2020 | INFOCOM | Glide and Zap Q-Learning. | Xiaofan He, Richeng Jin, Huaiyu Dai |
| 2020 | INFOCOM | Energy-aware Allocation of Graph Jobs in Vehicular Cloud Computing-enabled Software-defined IoV. | Minghui LiWang, Zhibin Gao, Seyyedali Hosseinalipour, Huaiyu Dai, Xianbin Wang |
| 2020 | INFOCOM | Secure UAV Communication Networks via Friendly Jamming and Bandwidth Allocation. | Huilian Zhang, Xiaofan He, Huaiyu Dai |
| 2019 | GLOBECOM | QoE-Aware Power Control for UAV-Aided Media Transmission with Reinforcement Learning. | Yuzhen Ding, Donghua Jiang, Jinhao Huang, Liang Xiao, Sicong Liu, Yuliang Tang, Huaiyu Dai |
| 2019 | GLOBECOM | Interference Avoidance in UAV-Assisted Networks: Joint 3D Trajectory Design and Power Allocation. | Ali Rahmati, Seyyedali Hosseinalipour, Yavuz Yapici, Xiaofan He, Ismail Gven, Huaiyu Dai, Arupjyoti Bhuyan |
| 2019 | GLOBECOM | Low-Resolution Limited Feedback for mmWave NOMA Communications. | Yavuz Yapici, Ismail Gven, Huaiyu Dai |
| 2019 | INFOCOM | Smart Information Spreading for Opinion Maximization in Social Networks. | Anuj K. Nayak, Seyyedali Hosseinalipour, Huaiyu Dai |
| 2019 | INFOCOM | Dynamic Mobility-Aware Interference Avoidance for Aerial Base Stations in Cognitive Radio Networks. | Ali Rahmati, Xiaofan He, Ismail Gven, Huaiyu Dai |
| 2019 | VTC | Secure mmWave Cellular Network for Drone Communication. | Arupjyoti Bhuyan, Ismail Gven, Huaiyu Dai, Yavuz Yapici, Ali Rahmati, Sung Joon Maeng |
| 2018 | ACSSC | Enhancing Physical Layer Security for NOMA Transmission in mmWave Drone Networks. | Nadisanka Rupasinghe, Yavuz Yapici, Ismail Gven, Huaiyu Dai, Arupjyoti Bhuyan |
| 2018 | INFOCOM | Age-optimal trajectory planning for UAV-assisted data collection. | Juan Liu, Xijun Wang, Bo Bai, Huaiyu Dai |
| 2017 | GLOBECOM | Privacy-Aware Offloading in Mobile-Edge Computing. | Xiaofan He, Juan Liu, Richeng Jin, Huaiyu Dai |
| 2017 | GLOBECOM | Real-Time Strategy Selection for Mobile Advertising in VANETs. | Seyyedali Hosseinalipour, Anuj K. Nayak, Huaiyu Dai |
| 2017 | GLOBECOM | Detection of Infections Using Graph Signal Processing in Heterogeneous Networks. | Seyyedali Hosseinalipour, Jie Wang, Huaiyu Dai, Wenye Wang |
| 2017 | GLOBECOM | Dynamic Advertising in VANETs Using Repeated Auctions. | Anuj K. Nayak, Seyyedali Hosseinalipour, Huaiyu Dai |
| 2017 | ISIT | Multiplex conductance and gossip based information spreading in multiplex networks. | Yufan Huang, Huaiyu Dai |
| 2016 | GLOBECOM | Estimation of Robustness of Interdependent Networks against Failure of Nodes. | Srinjoy Chattopadhyay, Huaiyu Dai |
| 2016 | GLOBECOM | Collaborative IDS Configuration: A Two-Layer Game-Theoretical Approach. | Richeng Jin, Xiaofan He, Huaiyu Dai |
| 2016 | ICASSP | Connectivity for overlaid wireless networks with outage constraints. | Yang Liu, Chengzhi Li, Changchuan Yin, Huaiyu Dai |
| 2016 | INFOCOM | Mobile offloading game against smart attacks. | Liang Xiao, Caixia Xie, Tianhua Chen, Huaiyu Dai, H. Vincent Poor |
| 2016 | INFOCOM | A multi-player Markov stopping game for delay-tolerant and opportunistic resource sharing networks. | Xiaofan He, Huaiyu Dai, Peng Ning, Rudra Dutta |
| 2015 | GLOBECOM | Jamming Games in Underwater Sensor Networks with Reinforcement Learning. | Liang Xiao, Qiangda Li, Tianhua Chen, En Cheng, Huaiyu Dai |
| 2015 | GLOBECOM | Towards Optimal Link Patterns for Robustness of Interdependent Networks against Cascading Failures. | Srinjoy Chattopadhyay, Huaiyu Dai |
| 2015 | GLOBECOM | Dynamic IDS Configuration in the Presence of Intruder Type Uncertainty. | Xiaofan He, Huaiyu Dai, Peng Ning, Rudra Dutta |
| 2015 | GLOBECOM | Nash Bargaining in Beamforming Games with Quantized CSI in Two-User Interference Channels. | Jung Hoon Lee, Huaiyu Dai |
| 2015 | INFOCOM | Improving learning and adaptation in security games by exploiting information asymmetry. | Xiaofan He, Huaiyu Dai, Peng Ning |
| 2014 | GLOBECOM | On optimum time division multiple access for energy harvesting channels. | Juan Liu, Huaiyu Dai, Wei Chen |
| 2014 | ISIT | Mobile conductance in sparse networks and mobility-connectivity tradeoff. | Huazi Zhang, Yufan Huang, Zhaoyang Zhang, Huaiyu Dai |
| 2013 | GLOBECOM | Connectivity of multi-channel wireless networks under jamming attacks. | Chengzhi Li, Huaiyu Dai |
| 2013 | INFOCOM | Is link signature dependable for wireless security? | Xiaofan He, Huaiyu Dai, Wenbo Shen, Peng Ning |
| 2013 | ISIT | Mobile conductance and gossip-based information spreading in mobile networks. | Huazi Zhang, Zhaoyang Zhang, Huaiyu Dai |
| 2013 | SP | Ally Friendly Jamming: How to Jam Your Enemy and Maintain Your Own Wireless Connectivity at the Same Time. | Wenbo Shen, Peng Ning, Xiaofan He, Huaiyu Dai |
| 2012 | GLOBECOM | Achieving low outage probability with network coding in wireless multicarrier multicast systems. | Juan Liu, Wei Chen, Zhigang Cao, Ying Jun Zhang, Huaiyu Dai |
| 2012 | ISIT | A Byzantine attack defender: The Conditional Frequency Check. | Xiaofan He, Huaiyu Dai, Peng Ning |
| 2011 | GLOBECOM | Jamming-Resistant Collaborative Broadcast in Wireless Networks, Part II: Multihop Networks. | Liang Xiao, Huaiyu Dai, Peng Ning |
| 2011 | GLOBECOM | Jamming-Resistant Collaborative Broadcast in Wireless Networks, Part I: Single-Hop Networks. | Liang Xiao, Huaiyu Dai, Peng Ning |
| 2011 | GLOBECOM | Distributed Spectrum-Aware Clustering in Cognitive Radio Sensor Networks. | Huazi Zhang, Zhaoyang Zhang, Huaiyu Dai, Rui Yin, Xiaoming Chen |
| 2011 | INFOCOM | On the throughput scaling of Cognitive Radio ad hoc networks. | Chengzhi Li, Huaiyu Dai |
| 2011 | INFOCOM | Transport throughput of secondary networks in spectrum sharing systems. | Chengzhi Li, Huaiyu Dai |
| 2010 | ACSAC | Defending DSSS-based broadcast communication against insider jammers via delayed seed-disclosure. | An Liu, Peng Ning, Huaiyu Dai, Yao Liu, Cliff Wang |
| 2010 | ICASSP | Distributed network decomposition: A probabilistic greedy approach. | Yanbing Zhang, Huaiyu Dai |
| 2010 | INFOCOM | Towards Efficient Designs for In-network Computing with Noisy Wireless Channels. | Chengzhi Li, Huaiyu Dai |
| 2010 | INFOCOM | Randomized Differential DSSS: Jamming-Resistant Wireless Broadcast Communication. | Yao Liu, Peng Ning, Huaiyu Dai, An Liu |
| 2010 | ISIT | Transport capacity and connectivity of Cognitive Radio networks with outage constraint. | Chengzhi Li, Huaiyu Dai |
| 2010 | MASS | USD-FH: Jamming-resistant wireless communication using Frequency Hopping with Uncoordinated Seed Disclosure. | An Liu, Peng Ning, Huaiyu Dai, Yao Liu |
| 2010 | SP | Authenticating Primary Users' Signals in Cognitive Radio Networks via Integrated Cryptographic and Wireless Link Signatures. | Yao Liu, Peng Ning, Huaiyu Dai |
| 2009 | GLOBECOM | Collaborative Quickest Spectrum Sensing via Random Broadcast in Cognitive Radio Systems. | Husheng Li, Huaiyu Dai, Chengzhi Li |
| 2009 | ICASSP | Adaptive quickest change detection with unknown parameter. | Chengzhi Li, Huaiyu Dai, Husheng Li |
| 2009 | ICASSP | Structured variational methods for distributed inference in wireless ad hoc and sensor networks. | Yanbing Zhang, Huaiyu Dai |
| 2009 | ISIT | Structured variational methods for distributed inference: Convergence analysis and performance-complexity tradeoff. | Yanbing Zhang, Huaiyu Dai |
| 2008 | CISS | Identifying sufficient statistics in information networks. | Huaiyu Dai, Husheng Li |
| 2008 | CISS | Quickest spectrum sensing in cognitive radio. | Husheng Li, Chengzhi Li, Huaiyu Dai |
| 2008 | CISS | Collaborative quickest detection in adhoc networks with delay constraint - part I: Two-node network. | Husheng Li, Chengzhi Li, Huaiyu Dai |
| 2008 | CISS | Collaborative quickest detection in adhoc networks with delay constraint -part II: Multi-node network. | Chengzhi Li, Husheng Li, Huaiyu Dai |
| 2008 | CISS | Distributed estimation in wireless sensor networks via variational message passing. | Yanbing Zhang, Huaiyu Dai |
| 2007 | CISS | Consensus Estimation via Belief Propagation. | Huaiyu Dai, Yanbing Zhang |
| 2007 | CISS | Dynamic Self-Calibration in Collaborative Wireless Networks Using Belief Propagation with Gaussian Particle Filtering. | Yanbing Zhang, Huaiyu Dai |
| 2007 | ICASSP | Cluster-Based Fast Distributed Consensus. | Wenjun Li, Huaiyu Dai |
| 2007 | ISIT | Accelerating Distributed Consensus Via Lifting Markov Chains. | Wenjun Li, Huaiyu Dai |
| 2006 | ICASSP | Distributed Versus Co-Located Mimo Systems with Correlated Fading and Shadowing. | Huaiyu Dai |
| 2006 | ICASSP | A Unitary Space-Time Coding Scheme for UWB Systems and Its Application in Wireless Secure Communications. | Yanbing Zhang, Huaiyu Dai |
| 2006 | ISIT | Scheduling Gain in Spatial Diversity Systems: Asymptotic Analysis. | Huaiyu Dai, Quan Zhou |
| 2006 | ISIT | Distributed Detection of A Deterministic Signal in Correlated Gaussian Noise Over MAC. | Wenjun Li, Huaiyu Dai |
| 2006 | WCNC | Delay constrained multiuser scheduling schemes based on upper-layer performance. | Hongyuan Zhang, Huaiyu Dai |
| 2006 | WCNC | Joint Tomlinson-Harashima precoding and scheduling for multiuser MIMO with imperfect feedback. | Quan Zhou, Huaiyu Dai, Hongyuan Zhang |
| 2005 | GLOBECOM | Energy-based transmission strategy selection for wireless sensor networks. | Yanbing Zhang, Huaiyu Dai |
| 2005 | GLOBECOM | On the diversity order of transmit antenna selection for spatial multiplexing systems. | Hongyuan Zhang, Huaiyu Dai, Quan Zhou, Brian L. Hughes |
| 2005 | ICASSP | Throughput and energy efficiency of sensor networks with multiuser receivers and spatial diversity. | Wenjun Li, Huaiyu Dai |
| 2005 | ISIT | A geometrical analysis on transmit antenna selection for spatial multiplexing systems with linear receivers. | Hongyuan Zhang, Huaiyu Dai, Quan Zhou |
| 2004 | VTC | EXIT chart analysis of turbo-BLAST receivers in Rayleigh fading channels. | Wenjun Li, Huaiyu Dai |
| 2003 | GLOBECOM | Large-system spectral efficiency of interference-limited MIMO systems. | Huaiyu Dai, H. Vincent Poor |
| 2002 | PIMRC | Downlink multiuser capacity of interference-limited MIMO systems. | Huaiyu Dai, Andreas F. Molisch, H. Vincent Poor |
| 2002 | VTC | Multiuser detection for interference-limited MIMO systems. | Huaiyu Dai, Andreas F. Molisch |
| 2001 | VTC | Sample-by-sample adaptive space-time processing for multiuser detection in multipath CDMA systems. | Huaiyu Dai, H. Vincent Poor |