| 2025 | AAAI | AoI-MDP: An AoI Optimized Markov Decision Process Dedicated in the Underwater Task (Student Abstract). | Yimian Ding, Jingzehua Xu, Yiyuan Yang, Guanwen Xie, Xinqi Wang, Shuai Zhang |
| 2025 | AAAI | ERFSL: An Efficient Reward Function Searcher via Large Language Models for Custom-Environment Multi-Objective Reinforcement Learning (Student Abstract). | Guanwen Xie, Jingzehua Xu, Yiyuan Yang, Yimian Ding, Shuai Zhang |
| 2025 | AAAI | UACOF: A USV-AUV Collaboration Framework for Underwater Tasks Under Extreme Sea Conditions (Student Abstract). | Jingzehua Xu, Guanwen Xie, Yimian Ding, Yongming Zeng, Haoyu Wang, Shuai Zhang |
| 2025 | ICASSP | LHQ-SVC: Lightweight and High Quality Singing Voice Conversion Modeling. | Yubo Huang, Xin Lai, Muyang Ye, Anran Zhu, Zixi Wang, Jingzehua Xu, Shuai Zhang, Zhiyuan Zhou, Weijie Niu |
| 2025 | ICASSP | USV-AUV Collaboration Framework for Underwater Tasks under Extreme Sea Conditions. | Jingzehua Xu, Guanwen Xie, Xinqi Wang, Yimian Ding, Shuai Zhang |
| 2025 | IROS | Make Your AUV Adaptive: An Environment-Aware Reinforcement Learning Framework For Underwater Tasks. | Yimian Ding, Jingzehua Xu, Guanwen Xie, Shuai Zhang, Yi Li |
| 2025 | IROS | Never too Prim to Swim: An LLM-Enhanced RL-based Adaptive S-Surface Controller for AUVs under Extreme Sea Conditions. | Guanwen Xie, Jingzehua Xu, Yimian Ding, Zhi Zhang, Shuai Zhang, Yi Li |
| 2025 | WCNC | Multi-Objective-Optimization Multi-Auv Assisted Data Collection Framework for Iout Based on Offline Reinforcement Learning. | Yimian Ding, Xinqi Wang, Jingzehua Xu, Guanwen Xie, Weiyi Liu, Yi Li |
| 2025 | WCNC | EFILN: The Electric Field Inversion-Localization Network for High-Precision Underwater Positioning. | Yimian Ding, Jingzehua Xu, Guanwen Xie, Haoyu Wang, Weiyi Liu, Yi Li |
| 2024 | ICANN | One Process Spatiotemporal Learning of Transformers via Vcls Token for Multivariate Time Series Forecasting. | Tao Cai, Haixiang Wu, Dejiao Niu, Xuewen Xia, Jie Jiang, Jingzehua Xu |
| 2024 | ICANN | Multimodal Monocular Dense Depth Estimation with Event-Frame Fusion Using Transformer. | Baihui Xiao, Jingzehua Xu, Zekai Zhang, Tianyu Xing, Jingjing Wang, Yong Ren |
| 2024 | ICANN | Robust Navigation for Unmanned Surface Vehicle Utilizing Improved Distributional Soft Actor-Critic. | Jingzehua Xu, Ziqi Jia, Zekai Zhang, Tianyu Xing, Jingjing Wang, Yong Ren |
| 2024 | ICONIP | AUV Efficient Navigation Relying on Adaptive Proximal Policy Optimization. | Jingzehua Xu, Yongming Zeng, Jintao Zhang, Xuanchen Li, Lingru Meng, Haocai Huang, Jingjing Wang, Yong Ren |
| 2024 | IJCNN | Multi-AUV Assisted Seamless Underwater Target Tracking Relying on Deep Learning and Reinforcement Learning. | Jingzehua Xu, Yimian Ding, Zekai Zhang, Guanwen Xie, Ziyuan Wang, Yongming Zeng, Gang Li |
| 2024 | IJCNN | UUVSim: Intelligent Modular Simulation Platform for Unmanned Underwater Vehicle Learning. | Zekai Zhang, Jingzehua Xu, Jun Du, Weishi Mi, Ziyuan Wang, Zonglin Li, Yong Ren |
| 2024 | WCNC | Vol and Energy-Aware AUV-Assisted Data Collection for Internet of Underwater Things. | Jingzehua Xu, Zekai Zhang, Ziyuan Wang, Jingjing Wang, Yong Rent |