万博洋
研究方向:异常检测、多模态人工智能、AI4SCIENCE
电子邮箱:wanboyangjerry@jxstnu.edu.cn
简要介绍:中共党员,博士,讲师。2023年4月入职江西科技师范大学信息工程学院,在相关领域发表SCI期刊和国际会议论文10余篇,总被引800余次。主讲课程为机器学习和AI4SCIENCE。个人学术主页:https://wanboyang.github.io/
主持课题:
(1) AIGC大模型支持的工业数据跨媒体表征方法研究,江西省自然科学基金-青年基金项目,2024。
(2) 人工智能生成大模型支持的零样本自动图像描述建模研究,江西科技师范大学博士科研启动项目,2023。
代表成果:
1. Boyang Wan(万博洋), Wenhui Jiang, Yuming Fang*, Minwei Zhu, Qin Li and Yang Liu. Revisiting Image Captioning via Maximum Discrepancy Competition[J]. Pattern Recognition, 2022, 122: 108358. (SCI,中科院一区,影响因子:8.518,TOP期刊,被引次数15)
2. Boyang Wan Wenhui Jiang, Yuming Fang*, Zhiyuan Luo and Guanqun Ding. Anomaly detection in video sequences: A benchmark and computational model[J]. IET Image Processing, 2021, 15(14): 3454-3465. (SCI,中科院四区,被引次数66)
3. Boyang Wan, Yuming Fang, Xue Xia and Jiajie Mei. Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning[C]. IEEE International Conference on Multimedia and Expo (ICME), 2020, 1-6. (CCF-B类会议,Oral文章,被引次数193)
4. Boyang Wan, Wenhui Jiang and Yuming Fang. Informative Attention Supervision for Grounded Video Description[C]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, 1955-1959. (CCF-B类会议)
5. Boyang Wan, Wenhui Jiang, Yuming Fang, Yifan Zuo, Wenying Wen. Dual-stream Self-attention Network for Image Captioning[C]. IEEE Visual Communication and Image Processing (VCIP), 2022, 1-5. (CCF-C类会议)