| 2025 | AAAI | Supervised Score-Based Modeling by Gradient Boosting. | Changyuan Zhao, Hongyang Du, Guangyuan Liu, Dusit Niyato |
| 2025 | GLOBECOM | Agentic AI-Driven Attitude Sensing for Antenna Array. | Mingqi Guo, Fan Yu, Yixiao Tong, Xuefeng Yin, Guangyuan Liu, Taiya Lei, Qiuming Zhu |
| 2025 | TrustCom | PIRL: A Robust and Privacy-Preserving Learning Method from an Information-Theoretic Perspective. | Guangyuan Liu, Shigong Long |
| 2024 | GLOBECOM | Byzantine-Robust Federated Learning on Non-IID Data via Inversing Artificial Gradients. | Minyang Li, Xiangyun Tang, Tao Zhang, Guangyuan Liu, Yu Weng |
| 2024 | ICASSP | Generative Al-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts. | Hongyang Du, Guangyuan Liu, Dusit Niyato, Jiayi Zhang, Jiawen Kang, Zehui Xiong, Bo Ai, Dong In Kim |
| 2024 | IWCMC | Mixture of Experts for Intelligent Networks: A Large Language Model-enabled Approach. | Hongyang Du, Guangyuan Liu, Yijing Lin, Dusit Niyato, Jiawen Kang, Zehui Xiong, Dong In Kim |
| 2023 | GLOBECOM | Vision-based Semantic Communications for Metaverse Services: A Contest Theoretic Approach. | Guangyuan Liu, Hongyang Du, Dusit Niyato, Jiawen Kang, Zehui Xiong, Boon-Hee Soong |
| 2021 | IGARSS | A Novel Data Augmentation Method for SAR Image Target Detection and Recognition. | Xiaolong Zhang, Xinghua Chai, Yanqiao Chen, Zichen Yang, Guangyuan Liu, Aiyuan He, Yangyang Li |
| 2021 | IGARSS | SAR Image Object Detection Based on Improved Cross-Entropy Loss Function with the Attention of Hard Samples. | Yangyang Li, Wenxi Shi, Guangyuan Liu, Licheng Jiao, Zhong Ma, Lu Wei |
| 2020 | IGARSS | Application of a Hyper-Parameter Optimization Algorithm using Mars Surrogate for Deep Polsar Image Classification Models. | Guangyuan Liu, Yangyang Li, Licheng Jiao |
| 2013 | HPCC | Virtual Network Mapping Algorithm with Substrate Node Reliability Awareness and Shared-Path Protection. | Guangyuan Liu, Sen Su |
| 2012 | ICNC | The model about the affection regulation based on partial least regression in the Human-computer interaction. | Fengru Liu, Guangyuan Liu, Xiangwei Lai, Wanhui Wen |
| 2009 | ICNC | An Application of Electrocardiography to Emotion Recognition. | Min Hao, Guangyuan Liu, Chang-wei Ma, Jing Cai |
| 2008 | CIS | Applications of Particle Swarm Optimization and K-Nearest Neighbors to Emotion Recognition from Physiological Signals. | Defu Cheng, Guangyuan Liu, Yuhui Qiu |
| 2006 | CCGRID | A Parallel Genetic Algorithm for the Optimal Design of Multi-body Model Vehicle Suspensions. | Jingjun Zhang, Guangyuan Liu, Ruizhen Gao, Kanghua Lou |
| 2005 | AINA | A Parallel Tabu Search Approach Based on Genetic Crossover Operation. | Yi He, Yuhui Qiu, Guangyuan Liu, Kaiyou Lei |
| 2005 | ICNC | Swarm Double-Tabu Search. | Wanhui Wen, Guangyuan Liu |
| 2005 | ISADS | A novel forward search strategy to automatically harmonize intensification and diversification in tabu search. | Kaiyou Lei, Fang Wang, Yuhui Qiu, Guangyuan Liu, Yi He |
| 2005 | ISNN | Optimizing Weights of Neural Network Using an Adaptive Tabu Search Approach. | Yi He, Yuhui Qiu, Guangyuan Liu, Kaiyou Lei |
| 2005 | ISNN | Adaptive Chaotic Controlling Method of a Chaotic Neural Network Model. | Lidan Wang, Shukai Duan, Guangyuan Liu |
| 2005 | ISNN | Automatic Fuzzy Rule Extraction Based on Fuzzy Neural Network. | Li Xiao, Guangyuan Liu |
| 2004 | ISNN | Tuning Neuro-Fuzzy Function Approximator by Tabu Search. | Guangyuan Liu, Yonghui Fang, Xufei Zheng, Yuhui Qiu |