冯瑞
计算机科学技术学院
职称:研究员
电子邮件:fengrui@fudan.edu.cn
课题组主页:http://homepage.fudan.edu.cn/f

人工智能、跨媒体智能、视频大数据


1.国家重点研发计划,跨境电商大数据挖掘技术研究

2.国家科技部支撑计划项目,支撑产业集群的服务系统总体技术研究

3.上海市科技创新行动计划,面向教育领域的人工智能算法治理体系研究

4.上海市科技创新行动计划,园区及高速公路智能驾驶算法治理研究

5.上海市科技创新行动计划,分布式多模态医学数据治理关键技术研究

6.上海市科技创新行动计划,大规模跨模态序列数据的可解释互生成关键技术研究

7.上海市科技创新行动计划,人工智能赋能致盲性眼病诊断算法研究

8.上海市科技创新行动计划,TB/s级异构并行大数据计算设备研制与应用示范,

9.上海市科技创新行动计划,高清视频图像分析处理技术研究与应用

10.上海市科技创新行动计划,面向互联网的文本音频数据检索关键技术研究,

11.上海市科技创新行动计划,移动彩信图像识别与分类算法研究与实现,



1.发明创新奖二等奖(2020年)

2.国家科学技术进步奖二等奖(2016年)

3.吴文俊人工智能科学技术奖二等奖(2016年)

4.军队科技进步一等奖(2015年)

5.上海市科技进步二等奖(2013年)

6.教育部科技进步二等奖(2012年)


  

1.Wenxi Li, Zhuoqun Cao, Qian Wang, Songjian Chen and Rui Feng. Learning Error-Driven Curriculum for Crowd Counting. To appear in Proceedings of ICPR 2020,Jan.2021.

2.Huayu Li, Shuyu Miao, Rui Feng. DG-FPN:Learning Dynamic Feature Fusion Based On Graph Convolution Network For Object Detection. To appear in Proceedings of ICME 2020.

3.Shuyu Miao, Rui Feng, Yuejie Zhang, Weiguo Fan. Learning Class-Based Graph Representation for Object Detection. To appear in Proceedings of ECAI 2020,Aug.2020.

4.Tong Wei, Junlin Hou, Rui Feng. Fuzzy Graph Neural Network for Few-Shot Learning. To appear in Proceedings of ICJNN 2020,July.2020.

5.Qian Wang,Wenxi Li,Songjian Chen,Rui Feng. A Dynamic-Attention on Crowd Region with Physical Optical Flow Features for Crowd Counting. To appear in Proceedings of ICJNN 2020,July.2020.

6.Shuyu Miao, Rui Feng, Yuejie Zhang. REPRESENTATION RECONSTRUCTION HEAD FOR OBJECT DETECTION. To appear in Proceedings of ICIP 2020,Oct. 2020.

7.Ying Cheng, Ruize Wang, Zhihao Pan, Rui Feng, Yuejie Zhang. Look, Listen, and Attend: Co-Attention Network for Self-Supervised Audio-Visual Representation Learning. To appear in Proceedings of ACMM 2020,Oct.2020.

8.Yanfei Wang, Fei Huang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan, Deep cascaded cross-modal correlation learning for fine-grained sketch-based image retrieval, accepted by Pattern Recognitions, December.2019.

9.Juexu Yang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan ,Deep reinforcement hashing with redundancy elimination for effective image retrieval, Pattern Recognition, accepted by Pattern Recognitions, November.2019.

10.Zhanxiong Wang, Keke He, Yanwei Fu, Rui Feng, Yu-Gang Jiang, and Xiangyang Xue, Multi-task Deep Neural Network for Joint Face Recognition and Facial Attribute Prediction, ACM International Conference on Multimedia Retrieval(ACM ICMR), Bucharest, Romania, June.2017.

11.Keke He, Zhanxiong Wang, Yanwei Fu,Rui Feng, Yu-Gang Jiang, Xiangyang Xue, Adaptively Weighted Multi-task Deep Network for Person Attribute Classification, ACM International Conference on Multimedia(ACM MM), Mountain View, CA, US, October.2017.

12.Shi Zhong, Jian Pu, Yu-Gang Jiang, Rui Feng, Xiangyang Xue, Flexible multi-task learning with latent task grouping, Neurocomputing[SCI], vol.189, pp.179-188, 2016.

13.Yong Cheng, Zhengxiang Cai, Rui Feng, Cheng Jin1,Yuejie Zhang, Tao Zhang, Cross-Modal Image-Tag Relevance Learning for Social Images, ACM International Conference on Multimedia(ACM MM), Brisbane, Australia, October.2015.


研究方向
个人经历
项目及成果
荣誉及奖励
代表论文