基本信息

姓 名： 李佳文

職 稱： 講師

性 别： 女

出生年月： 1991.09

所在學科： 交通運輸管理

博士導師：

碩士導師： 碩士導師

Email： jiawen-li@gdou.edu.cn

個人簡介

李佳文，博士，太阳集团app首页講師，碩士生導師，雙師型教師，中國航海學會會員，湛江市海外高層次人才。主要從事基于智能無人水面艇自動駕駛模型設計、無人水面艇自動避障、導引駕駛和自動靠泊等相關技術的基礎科學問題及應用研究。精通深度學習模型和強學學習模型的設計和參數優化，在無人水面艇空間運動學和動力學數學模型、搭建實現無人水面艇強化學習數字虛拟海洋環境也積累了豐富的經驗。

工作經曆：

2021-至今 太阳集团app首页 太阳集团1088vip 講師

獲獎情況：

無

研究方向：

智能艦船，船舶自動駕駛，智慧港口，智慧交通

近五年代表性科研成果（論文、專利、專著等，限5項）

【論文】

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.（學生一作，申請人二作）

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.      

【專利】

1.         一種仿生章魚式雙層AUV回收及投放裝置ZL202210752523.6，發明專利，第一發明人

2.         一種J型鋪管船（發明專利）-ZL202210396046.4，發明專利，第一發明人

科研項目（限5項）

1.         廣東省湛江市科技局, 市廳級, 2022E05002, 基于深度學習的複雜海洋環境無人水面艇引導駕駛與自主靠泊控制技術研究, 2023-11 至 今, 20萬元, 在研, 主持

2.         廣東省教育廳, 市廳級, 2022KQNCX024, 基于強化學習的複雜海況下無人水面艇多障礙物自動駕駛技術研究, 2022-07 至 今, 6萬元, 在研, 主持