| 2024 | GLOBECOM | A Communication-efficient Approach of Bayesian Distributed Federated Learning. | Sihua Wang, Huayan Guo, Xu Zhu, Changchuan Yin, Vincent K. N. Lau |
| 2024 | GLOBECOM | Mixture Gaussian Distribution-Based Collaborative Reinforcement Learning for 3D UAV Localization Optimization Against Jamming Attacks. | Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Gaolei Li, Changchuan Yin, Tony Q. S. Quek |
| 2024 | WCNC | Video Semantic Communication with Major Object Extraction and Contextual Video Encoding. | Haopeng Li, Haonan Tong, Sihua Wang, Nuocheng Yang, Zhaohui Yang, Changchuan Yin |
| 2024 | WCNC | Attention-Based UNet Enabled Lightweight Image Semantic Communication System over Internet of Things. | Guoxin Ma, Haonan Tong, Nuocheng Yang, Changchuan Yin |
| 2024 | WCNC | Near-Field Beam Training for Extremely Large-Scale IRS. | Tao Wang, Jie Lv, Haonan Tong, Changsheng You, Changchuan Yin |
| 2023 | GLOBECOM | Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information. | Haonan Tong, Sihua Wang, Zhaohui Yang, Jun Zhao, Mehdi Bennis, Changchuan Yin |
| 2023 | GLOBECOM | Energy Efficient Collaborative Federated Learning Design: A Graph Neural Network based Approach. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin |
| 2023 | GLOBECOM | MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Cong Shen, Changchuan Yin, Christopher G. Brinton |
| 2023 | GLOBECOM | Trajectory Design for 3D UAV Localization in UAV Based Networks. | Yujiao Zhu, Mingzhe Chen, Sihua Wang, Yuchen Liu, Changchuan Yin |
| 2023 | INFOCOM | Sum-Rate Maximization for Active RIS-Aided Downlink RSMA System. | Xinhao Li, Tao Wang, Haonan Tong, Zhaohui Yang, Yijie Mao, Changchuan Yin |
| 2023 | WCNC | Image Segmentation Semantic Communication over Internet of Vehicles. | Qiang Pan, Haonan Tong, Jie Lv, Tao Luo, Zhilong Zhang, Changchuan Yin, Jianfeng Li |
| 2022 | CISS | Convergence Time Minimization for Federated Reinforcement Learning over Wireless Networks. | Sihua Wang, Mingzhe Chen, Changchuan Yin, H. Vincent Poor |
| 2022 | GLOBECOM | Model-Based Reinforcement Learning for Quantized Federated Learning Performance Optimization. | Nuocheng Yang, Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui |
| 2022 | PIMRC | Enhanced Frame Preemption in Image and Video Transmission Over Time Sensitive Networks. | Haowei Wang, Jian Zhao, Xuanlin Liu, Changchuan Yin |
| 2022 | WCNC | Joint User Pairing and Beamforming for RIS Assisted NOMA Systems. | Xiaotong Guo, Tao Wang, Xinxin He, Changchuan Yin |
| 2021 | CIKM | Multi-Factors Aware Dual-Attentional Knowledge Tracing. | Moyu Zhang, Xinning Zhu, Chunhong Zhang, Yang Ji, Feng Pan, Changchuan Yin |
| 2021 | GLOBECOM | Federated Learning based Audio Semantic Communication over Wireless Networks. | Haonan Tong, Zhaohui Yang, Sihua Wang, Ye Hu, Walid Saad, Changchuan Yin |
| 2021 | ICONIP | Combining Wikipedia to Identify Prerequisite Relations of Concepts in MOOCs. | Haoyu Wen, Xinning Zhu, Moyu Zhang, Chunhong Zhang, Changchuan Yin |
| 2021 | VTC | Wireless Power Transfer via Intelligent Reflecting Surface-Assisted Millimeter Wave Power Beacons. | Wei Meng, Xinxin He, Yuanyang Li, Huarui Wu, Changchuan Yin |
| 2020 | GLOBECOM | Deep Deterministic Policy Gradient Based Computation Offloading in Wireless-Powered MEC Networks. | Ruoqi Liu, Xuanlin Liu, Sihua Wang, Changchuan Yin |
| 2020 | GLOBECOM | Reinforcement Learning for Minimizing Age of Information under Realistic Physical Dynamics. | Sihua Wang, Mingzhe Chen, Walid Saad, Changchuan Yin, Shuguang Cui, H. Vincent Poor |
| 2020 | PIMRC | Energy Aware Opportunistic Routing for Energy Harvesting Wireless Sensor Networks. | Yuanyang Li, Xinxin He, Changchuan Yin |
| 2020 | WCNC | Trajectory Design for Energy Harvesting UAV Networks: A Foraging Approach. | Xuanlin Liu, Mingzhe Chen, Sihua Wang, Walid Saad, Changchuan Yin |
| 2020 | WCNC | VNF Placement and Resource Allocation in SDN/NFV-Enabled MEC Networks. | Kiran Nahida, Xuanlin Liu, Sihua Wang, Changchuan Yin |
| 2019 | GLOBECOM | Performance Optimization of Federated Learning over Wireless Networks. | Mingzhe Chen, Zhaohui Yang, Walid Saad, Changchuan Yin, H. Vincent Poor, Shuguang Cui |
| 2019 | GLOBECOM | Federated Deep Learning for Immersive Virtual Reality over Wireless Networks. | Mingzhe Chen, Omid Semiari, Walid Saad, Xuanlin Liu, Changchuan Yin |
| 2019 | GLOBECOM | Task and Resource Allocation in Mobile Edge Computing: An Improved Reinforcement Learning Approach. | Sihua Wang, Mingzhe Chen, Xuanlin Liu, Changchuan Yin |
| 2018 | ICASSP | Low-Rank and Joint-Sparse Signal Recovery for Spatially and Temporally Correlated Data Using Sparse Bayesian Learning. | Yanbin Zhang, Yangqing Li, Changchuan Yin, Kesen He |
| 2018 | ICMLA | Analysis of Memory Capacity for Deep Echo State Networks. | Xuanlin Liu, Mingzhe Chen, Changchuan Yin, Walid Saad |
| 2018 | VTC | A Pattern Division Multiple Access Scheme with Low Complexity Iterative Receiver for 5G Wireless Communication Systems. | Kai Zhang, Jin Xu, Changchuan Yin, Chunyu Pan, Weiqiang Tan, Guixian Xu |
| 2017 | ACSSC | Echo state transfer learning for data correlation aware resource allocation in wireless virtual reality. | Mingzhe Chen, Walid Saad, Changchuan Yin, Mrouane Debbah |
| 2017 | GLOBECOM | Resource Management for Wireless Virtual Reality: Machine Learning Meets Multi-Attribute Utility. | Mingzhe Chen, Walid Saad, Changchuan Yin |
| 2017 | GLOBECOM | Liquid State Machine Learning for Resource Allocation in a Network of Cache-Enabled LTE-U UAVs. | Mingzhe Chen, Walid Saad, Changchuan Yin |
| 2017 | ISKE | Improved clustering and association rules mining for university student course scores. | Tian Zhang, Changchuan Yin, Lin Pan |
| 2017 | PIMRC | A novel CS-based non-orthogonal multiple access MIMO system for downlink of MTC in 5G. | Kesen He, Yangqing Li, Changchuan Yin |
| 2017 | WCNC | Cooperative Transmission in Cognitive and Energy Harvesting-Based D2D Networks. | Yuanyuan Yao, Sai Huang, Norman C. Beaulieu, Changchuan Yin |
| 2016 | GLOBECOM | Echo State Networks for Proactive Caching and Content Prediction in Cloud Radio Access Networks. | Mingzhe Chen, Walid Saad, Changchuan Yin, Mrouane Debbah |
| 2016 | ICASSP | Connectivity for overlaid wireless networks with outage constraints. | Yang Liu, Chengzhi Li, Changchuan Yin, Huaiyu Dai |
| 2016 | ICASSP | An approximate message passing approach for tensor-based seismic data interpolation with randomly missing traces. | Yangqing Li, Changchuan Yin, Zhu Han |
| 2016 | PIMRC | Sparse multi-user detection for non-orthogonal multiple access in 5G systems. | Kesen He, Yangqing Li, Changchuan Yin |
| 2016 | VTC | Tri-Sectoring and Power Allocation of Macro Base Stations in Heterogeneous Cellular Networks with Matern Hard-Core Processes. | Mingzhe Chen, Ye Hu, Changchuan Yin |
| 2015 | PIMRC | Transmission mode selection for downlink transmission in LTE-A networks. | Jian Yu, Geoffrey Ye Li, Changchuan Yin, Xiaolong Zhu, Yusun Fu |
| 2015 | VTC | Coverage Characterization in Wireless Powered Communication Networks with Energy Harvesting. | Yuanyuan Yao, Changchuan Yin |
| 2014 | GLOBECOM | Spatial throughput characterization in cognitive radio networks with primary receiver assisted carrier sensing based opportunistic spectrum access. | Xiaoshi Song, Changchuan Yin, Danpu Liu |
| 2014 | VTC | Multi-Cell Coordinated Scheduling and Power Allocation in Downlink LTE-A Systems. | Jian Yu, Geoffrey Ye Li, Changchuan Yin, Suwen Tang, Xiaolong Zhu |
| 2013 | PIMRC | Energy-efficient base station deployment in heterogeneous cellular network with QoS constraint. | Jian Yu, Yang Liu, Changchuan Yin |
| 2012 | GLOBECOM | Secrecy broadcast transmission capacity for heterogeneous correlated wireless ad hoc networks. | Xiaohui Sun, Changchuan Yin, Yang Liu, Jing Gao |
| 2010 | GLOBECOM | A Selection Region Based Routing Protocol for Random Mobile Ad Hoc Networks with Directional Antennas. | Di Li, Changchuan Yin, Changhai Chen |
| 2009 | ISIT | Delay-throughput tradeoff for supportive two-tier networks. | Long Gao, Shuguang Cui, Changchuan Yin, Rui Zhang |
| 2009 | ISIT | Generalized results of transmission capacities for overlaid wireless networks. | Changchuan Yin, Changhai Chen, Tie Liu, Shuguang Cui |
| 2009 | ISIT | Delay-throughput tradeoff for overlaid wireless networks of different priorities. | Changchuan Yin, Long Gao, Shuguang Cui |
| 2008 | CIBCB | Numerical representation of DNA sequences based on genetic code context and its applications in periodicity analysis of genomes. | Changchuan Yin, Stephen S.-T. Yau |
| 2008 | GLOBECOM | Scaling Laws for Overlaid Wireless Networks: A Cognitive Radio Network vs. a Primary Network. | Changchuan Yin, Long Gao, Shuguang Cui |
| 2006 | GLOBECOM | Soft Decision Equalization of Multiple Antenna Systems over Dispersive Channels via Max-log-MAP Sphere Decoder. | Xiaojun Li, Changchuan Yin, Guangxin Yue |
| 2006 | PIMRC | Soft Decision Equalization of Multiple Antenna Systems over Dispersive Channels Via Max-Log-Map Sphere Decoder. | Xiaojun Li, Changchuan Yin, Guangxin Yue |
| 2006 | VTC | Multiuser MIMO-OFDM with Adaptive Antenna and Subcarrier Allocation. | Yang Hu, Changchuan Yin, Guangxin Yue |
| 2006 | WCNC | A parallel receiver combining detection and decoding for turbo-coded multi-antenna system. | Yang Hu, Changchuan Yin, Guangxin Yue |
| 2004 | PIMRC | Variable packet size adaptive modulation SR-ARQ scheme for Rayleigh fading channels. | Junli Wu, Xiaolin Hou, Changchuan Yin, Guangxin Yue |
| 2004 | PIMRC | A novel TCP over wireless fading channel. | Ling Yao, Tian Wu, Hong Ji, Guangxin Yue, Changchuan Yin |
| 2003 | PIMRC | Novel synchronization approach for cyclic based systems. | Yu-jun Kuang, Yong Teng, Changchuan Yin, Jianjun Hao, Guangxin Yue |
| 2003 | PIMRC | Pilot-symbol-aided frequency offset estimation and correction for OFDM system. | Shenping Qin, Changchuan Yin, Jianfeng Li, Guangxin Yue |
| 2003 | PIMRC | Generalized analysis on performance of SR-ARQ schemes with adaptive modulation systems in Nakagami fading channels. | Junli Wu, Yong Teng, Changchuan Yin, Guangxin Yue |