Publications

FCP-Pro: federated conformal prediction algorithm based on prototype similarity

Guorui Li, Yanhui Zhang, Ying Wang, Cong Wang. FCP-Pro: federated conformal prediction algorithm based on prototype similarity. Pattern Recognition, 2026, 172: 112514: 1-10. Link

An adaptive hybrid machine reading comprehension framework for multimodal emotion-cause pair extraction in conversations

Guorui Li, Xufeng Duan, Cong Wang, Sancheng Peng. An adaptive hybrid machine reading comprehension framework for multimodal emotion-cause pair extraction in conversations. Engineering Applications of Artificial Intelligence, 2025, 162: 112333: 1-13. Link

FedAMA: Neural Collapse Inspired Federated Adaptive Margin Adjustment Algorithm for Imbalanced Data

Guorui Li, Linqi Jin, Ying Wang, Cong Wang. FedAMA: neural collapse inspired federated adaptive margin adjustment algorithm for imbalanced data. IEEE Internet of Things Journal, 2025. Link

Stateless Distributed Stein Variational Gradient Descent Method for Bayesian Federated Learning

Guorui Li, Jing Gan, Cong Wang, Sancheng Peng. Stateless distributed Stein variational gradient descent method for Bayesian federated learning. Neurocomputing, 2025, 654: 131198: 1-12. Link

Data Prioritization Aware Resource Allocation in Internet of Vehicles Using Multi-agent Deep Reinforcement Learning

Cong Wang, Yingshan Guan, Sancheng Peng, Hao Chen, Guorui Li. Data prioritization aware resource allocation in Internet of vehicles using multi-agent deep reinforcement learning. Neural Networks, 2025, 190:107671. Link

Dual-domain based Backdoor Attack Against Federated Learning

Guorui Li, Runxing Chang, Ying Wang, Cong Wang. Dual-domain based backdoor attack against federated learning. Neurocomputing, 2025, 129424: 1-13. Link

Deep Reinforcement Learning with Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing

Cong Wang, Xiaojuan Chai, Sancheng Peng, Ying Yuan, Guorui Li. Deep Reinforcement Learning with Entropy and Attention Mechanism for D2D-Assisted Task Offloading in Edge Computing. IEEE Transactions on Services Computing, 2024, 17(6): 3317-3329. Link

Joint Computation Offloading and Resource Allocation for End-edge Collaboration in Internet of Vehicles via Multi-agent Reinforcement Learning

Cong Wang, Yaoming Wang, Ying Yuan, Sancheng Peng, Guorui Li, Pengfei Yin. Joint computation offloading and resource allocation for end-edge collaboration in internet of vehicles via multi-agent reinforcement learning. Neural Networks, 2024, 179: 106621. Link

TTSR: Tensor-Train Subspace Representation Method for Visual Domain Adaptation

Guorui Li, Pengfei Xu, Sancheng Peng, Cong Wang, Yi Cai, Shui Yu. TTSR: Tensor-Train Subspace Representation Method for Visual Domain Adaptation. IEEE Transactions on Knowledge and Data Engineering. 2024, 36(11): 7229-7241. Link

基于张量奇异值分解的视觉域自适应方法

李国瑞, 徐鹏飞, 彭三城, 阳爱民. 基于张量奇异值分解的视觉域自适应方法. 计算机学报, 2023, 46(10): 2084-2096. Link

The SRVM: A Similarity-Based Relevance Vector Machine for Remaining Useful Lifetime Prediction in the Industrial Internet of Things

Guoui Li, Yajun Wu, Cong Wang, Sancheng Peng, Jianwei Niu, Shui Yu. The SRVM: A Similarity-Based Relevance Vector Machine for Remaining Useful Lifetime Prediction in the Industrial Internet of Things. IEEE Intelligent Systems, 2023, 38(5): 45-55. Link

Matrix Completion via Schatten Capped p Norm

Guoui Li, Guang Guo, Sancheng Peng, Cong Wang, Shui Yu, Jianwei Niu, Jianli Mo. Matrix Completion via Schatten Capped p Norm. IEEE Transactions on Knowledge and Data Engineering. 2022, 34(1): 394-404. Link

Energy Efficient Data Collection in Large-Scale Internet of Things via Computation Offloading

Guoui Li, Jingsha He, Sancheng Peng, Weija Jia, Cong Wang, Jianwei Niu, Shui Yu. Energy Efficient Data Collection in Large-scale Internet of Things via Computation Offloading. IEEE Internet of Things Journal. 2019, 6(3): 4176-4187. Link