基本信息

姓 名： 李佳文

职 称： 讲师

性 别： 女

出生年月： 1991.09

所在学科： 交通运输管理

博士导师：

硕士导师： 硕士导师

Email： jiawen-li@gdou.edu.cn

个人简介

李佳文，博士，广东海洋大学讲师，硕士生导师，双师型教师，中国航海学会会员，湛江市海外高层次人才。主要从事基于智能无人水面艇自动驾驶模型设计、无人水面艇自动避障、导引驾驶和自动靠泊等相关技术的基础科学问题及应用研究。精通深度学习模型和强学学习模型的设计和参数优化，在无人水面艇空间运动学和动力学数学模型、搭建实现无人水面艇强化学习数字虚拟海洋环境也积累了丰富的经验。

工作经历：

2021-至今 广东海洋大学 船舶与海运学院 讲师

获奖情况：

无

研究方向：

智能舰船，船舶自动驾驶，智慧港口，智慧交通

近五年代表性科研成果（论文、专利、专著等，限5项）

【论文】

1.         Jiawen Li, Ronghui Li, Shiwen Ni, Hung-Yu Kao. EPRD: Exploiting prior knowledge for evidence-providing automatic rumor detection. Neurocomputing(2023): 126935.

2.         Jiawen Li, Jiahua Sun, Xin Li, Yun Yang, Xin Jiang, Ronghui Li. LFLD-CLbased NET: A Curriculum-Learning-Based Deep Learning Network with Leap-Forward-Learning-Decay for Ship Detection[J]. Journal of Marine Science and Engineering, 2023, 11(7): 1388.

3.         Jiawen Li, Yun Yang, Xin Li, Jiahua Sun, Ronghui Li. Knowledge-transfer-based bidirectional vessel monitoring system for remote and nearshore images[J]. Journal of Marine Science and Engineering, 2023, 11(5): 1068.

4.         Qiong Jia, Ronghui Li, Jiawen Li, Zhuang Li, Jiaqi Liu. Vessel traffic scheduling optimization for passenger RoRo terminals with restricted harbor basin[J]. Ocean & Coastal Management, 2023, 246: 106904.

5.         Shiwen Ni, Jiawen Li, Min Yang, Hung-Yu Kao. DropAttack: A Random Dropped Weight Attack Adversarial Training for Natural Language Understanding[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023.

6.         Wu, Jinshan, Jiawen, Li, Ronghui, Li, Xing, Xi, Dongxu, Gui, and Jianchuan, Yin. "A fast maritime target identification algorithm for offshore ship detection".Applied Sciences 12, no.10 (2022): 4938.（学生一作，申请人二作）

7.         Ding, Ying, Ronghui, Li, Haiqing, Shen, Jiawen, Li, and Liang, Cao. "A Novel Energy-Saving Route Planning Algorithm for Marine Vehicles".Applied Sciences 12, no.12 (2022): 5971.

8.         Wu, Jinshan, Ronghui, Li, Jiawen, Li, Meichang, Zou, and Zijian, Huang. "Cooperative unmanned surface vehicles and unmanned aerial vehicles platform as a tool for coastal monitoring activities".Ocean & Coastal Management 232 (2023): 106421.

9.         Li, Jiawen, Shiwen, Ni, and Hung-Yu, Kao. "Meet the truth: Leverage objective facts and subjective views for interpretable rumor detection".Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, pages 705–715 (2021).

10.     Jiawen, Li, Yudianto, Sujana, and Hung-Yu, Kao. "Exploiting microblog conversation structures to detect rumors." . In Proceedings of the 28th International Conference on Computational Linguistics (pp. 5420–5429).2020.

11.     Sujana, Yudianto, Jiawen, Li, and Hung-Yu, Kao. "Rumor detection on Twitter using multiloss hierarchical BiLSTM with an attenuation factor." . In Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing.2020.

12.     Li, Jiawen, Shiwen, Ni, and Hung-Yu, Kao. "Birds of a feather rumor together? Exploring homogeneity and conversation structure in social media for rumor detection".IEEE Access 8 (2020): 212865–212875.

13.     Ni, Shiwen, Jiawen, Li, and Hung-Yu, Kao. "True or false: Does the deep learning model learn to detect rumors?." In 2021 International Conference on Technologies and Applications of Artificial Intelligence (TAAI) (pp. 119–124).2021.

14.      

【专利】

1.         一种仿生章鱼式双层AUV回收及投放装置ZL202210752523.6，发明专利，第一发明人

2.         一种J型铺管船（发明专利）-ZL202210396046.4，发明专利，第一发明人

科研项目（限5项）

1.         广东省湛江市科技局, 市厅级, 2022E05002, 基于深度学习的复杂海洋环境无人水面艇引导驾驶与自主靠泊控制技术研究, 2023-11 至 今, 20万元, 在研, 主持

2.         广东省教育厅, 市厅级, 2022KQNCX024, 基于强化学习的复杂海况下无人水面艇多障碍物自动驾驶技术研究, 2022-07 至 今, 6万元, 在研, 主持