An improved modeling for life prediction of high-power white LED based on Weibull right approximation method. - Jianping Zhang; Wenlong Chen; Chen Wang; Xiao Chen; Guoliang Cheng; Yingji Qiu; Helen Wu (Microelectron. Reliab., 2016)

Two optimized models of life prediction based on luminance degradation for VFD under a conventional life test. - Jianping Zhang; Yu Zong; Xing Zhang; Guoliang Cheng; Beiwen Jin (Qual. Reliab. Eng. Int., 2019)

Online Course Construction and Multi-dimensional Mixed Teaching: Research and Practice. - Beihai Tan; Guoliang Cheng; Rong Yu; Shuting Cai (ICCSE, 2021)

Semi-Blind Source Separation for Nonlinear Acoustic Echo Cancellation. - Guoliang Cheng; Lele Liao; Hongsheng Chen; Jing Lu (IEEE Signal Process. Lett., 2021)

Semi-blind source separation using convolutive transfer function for nonlinear acoustic echo cancellation. - Guoliang Cheng; Lele Liao; Kai Chen; Yuxiang Hu; Changbao Zhu; Jing Lu (CoRR, 2022)

Multichannel Variational Autoencoder-Based Speech Separation in Designated Speaker Order. - Lele Liao; Guoliang Cheng; Haoxin Ruan; Kai Chen; Jing Lu (Symmetry, 2022)

FAST: Fidelity-Adjustable Semantic Transmission Over Heterogeneous Wireless Networks. - Peichun Li; Guoliang Cheng; Jiawen Kang 001; Rong Yu 001; Li Ping Qian 001; Yuan Wu 001; Dusit Niyato (ICC, 2023)

Design and Validation of a Hardware-In-The-Loop Based Automated Driving Simulation Test Platform. - Kaichao Zheng; Xianbin Xue; He Li; Guoliang Cheng (ICPCSEE (1), 2023)

AnycostFL: Efficient On-Demand Federated Learning over Heterogeneous Edge Devices. - Peichun Li; Guoliang Cheng; Xumin Huang; Jiawen Kang 001; Rong Yu 001; Yuan Wu 001; Miao Pan (INFOCOM, 2023)

Resting Your Car for Cash: Incentive Mechanism Based TNC Car Scheduling for Carbon Neutrality. - Maoqiang Wu; Guoliang Cheng; Pavana Prakash; Rong Yu 001; Xiaoming Xiong; Miao Pan (ITSC, 2023)

Snowball: Energy Efficient and Accurate Federated Learning With Coarse-to-Fine Compression Over Heterogeneous Wireless Edge Devices. - Peichun Li; Guoliang Cheng; Xumin Huang; Jiawen Kang 001; Rong Yu 001; Yuan Wu 001; Miao Pan; Dusit Niyato (IEEE Trans. Wirel. Commun., 2023)

SplitLLM: Hierarchical Split Learning for Large Language Model over Wireless Network. - Songge Zhang; Guoliang Cheng; Zuguang Li; Wen Wu 003 (GLOBECOM (Workshops), 2024)

Two-Timescale Digital Twin Assisted Model Interference and Retraining over Wireless Network. - Jiayi Cong; Guoliang Cheng; Changsheng You; Xinyu Huang; Wen Wu 003 (CoRR, 2024)

Federated Split Learning With Data and Label Privacy Preservation in Vehicular Networks. - Maoqiang Wu; Guoliang Cheng; Dongdong Ye; Jiawen Kang 001; Rong Yu 001; Yuan Wu 001; Miao Pan (IEEE Trans. Veh. Technol., 2024)

Split Learning with Differential Privacy for Integrated Terrestrial and Non-Terrestrial Networks. - Maoqiang Wu; Guoliang Cheng; Peichun Li; Rong Yu 001; Yuan Wu 001; Miao Pan; Rongxing Lu (IEEE Wirel. Commun., 2024)

Multi-Dimensional Contract Design for Energy-Efficient Wireless Sensing in Consumer-Centric E-Commerce Systems. - Dongdong Ye; Xumin Huang; Guoliang Cheng; M. Shamim Hossain (IEEE Trans. Consumer Electron., 2024)

Split Fine-Tuning for Large Language Models in Wireless Networks. - Songge Zhang; Guoliang Cheng; Xinyu Huang; Zuguang Li; Wen Wu 003; Lingyang Song; Xuemin Shen (CoRR, 2025)

Snowball Effect in Federated Learning: An Approach of Exponentially Expanding Structures for Optimizing the Training Efficiency. - Guoliang Cheng; Peichun Li; Beihai Tan; Rong Yu 001; Yuan Wu 001; Miao Pan (IEEE Trans. Cogn. Commun. Netw., 2025)