个人信息Personal Information
教师拼音名称：Feng Rui
电子邮箱：fengrui@fudan.edu.cn
所在单位：计算机科学技术学院
学历：研究生毕业
性别：男
学位：博士学位
职称：研究员
在职信息：在职
主要任职：教师
博士生导师
硕士生导师
学科：计算机应用技术
曾获荣誉：
2020 曾获荣誉当选： 吴文俊人工智能科学技术奖二等奖-智能视频计算关键技术及其在公共安全中的应用
2020 曾获荣誉当选： 发明创新奖二等奖-视频大数据智能计算技术及产业化应用
2020 曾获荣誉当选： 产学研合作创新成果二等奖-社会安全视频大数据智能分析技术与应用
2016 曾获荣誉当选： 国家科学技术进步奖二等奖-1110工程
2016 曾获荣誉当选： 吴文俊人工智能科学技术奖二等奖-基于视听感知的服务机器人关键技术及应用
2015 曾获荣誉当选： 军队科技进步一等奖
2023
1. Junlin Hou, Fan Xiao, Jilan Xu, Rui Feng*, Yuejie Zhang*, Haidong Zou, Lina Lu, Wenwen Xue, Diabetic Retinopathy Grading with Weakly-supervised Lesion Priors, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June.2023.
2. Ruofan Wang, Jiayu Guo, Rui-Wei Zhao, ling su, Yingzi Ye, Xiaobo Zhang, Yuejie Zhang, Rui Feng*, Class-aware Variational Auto-encoder For Open Set Recognition, 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, July.2023.
2022
1. Jilan Xu, Junlin Hou, Yuejie Zhang*, Rui Feng*, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao, CREAM: Weakly-Supervised Object Localization via Class RE-Activation Map, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), New Orleans, Louisiana, USA, June.2022.
2. Jinyu Liu,Ying Cheng,Yuejie Zhang, Ruiwei Zhao, Rui Feng*. Self-Supervised Video Representation Learning with Motion-Contrastive Perception, 2022 IEEE International Conference on Multimedia and Expo (ICME), Taipei, Taiwan, China, July.2022.
3. Jiashuo Yu, Ying Cheng, Rui-Wei Zhao, Rui Feng*, Yuejie Zhang*,MM-Pyramid: Multimodal Pyramid Attentional Network for Audio-Visual Event Localization and Video Parsing, ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, Oct.2022.
4. Jiashuo Yu', Jinyu Liu' (equal contribution), Rui-Wei Zhao, Rui Feng*, Yuejie Zhang*, Modality-Aware Contrastive Instance Learning with Self-Distillation for Audio-Visual Violence Detection, ACM International Conference on Multimedia (ACM MM), Lisbon, Portugal, Oct.2022.
5. Xinyu Huang, Youcai Zhang, Ying Cheng, Weiwei Tian, Ruiwei Zhao, Rui Feng*, Yuejie Zhang*, Yaqian Li, Yandong Guo, Xiaobo Zhang*, IDEA: Increasing Text Diversity via Online Multi-Label Recognition for Vision-Language Pre-training, ACM International Conference on Multimedia (ACM MM), Lisboa, Portugal, Oct.2022.
6. Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang*, Xiaobo Zhang*, Rui Feng*, CMC_v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors, European Conference on Computer Vision Workshop (ECCVW), Tel Aviv, Israel, Oct. 2022.
7. Junlin Hou, Jilan Xu, Nan Zhang, Yuejie Zhang*, Xiaobo Zhang*, Rui Feng*, Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification, European Conference on Computer Vision Workshop (ECCVW), Tel Aviv, Israel, Oct.2022.
8. Junlin Hou, Jilan Xu, Fan Xiao, Rui-Wei Zhao, Yuejie Zhang, Haidong Zou, Lina Lu, Wenwen Xue, Rui Feng*. Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images, the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Las Vegas, Nevada, USA, Dec.2022.
9. Siqi Sun, Wei Ji, LiangfengTang, Xiaobo Zhang*, Yuejie Zhang*, Rui Feng*, An Interpretable Causal Approach for Bronchopulmonary Dysplasia Prediction, the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Las Vegas, Nevada, USA, Dec.2022.
10. Runhan Wang, Ruiwei Zhao, Weijia Fu, Xiaobo Zhang*, Yuejie Zhang*, Rui Feng*, Multi-contrast High Quality MR Image Super-Resolution with Dual Domain Knowledge Fusion, the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Las Vegas, Nevada, USA, Dec.2022.
11. Junlin Hou, Fan Xiao, Jilan Xu, Yuejie Zhang, Haidong Zou, Rui Feng, Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images, 25th International Conference on Medical Image Computing and Computer Assisted Intervention Workshop (MICCAIW), Singapore, Sep.2022.
2021
1. Ying Cheng, Ruize Wang, Jiashuo Yu, Rui-Wei Zhao, Yuejie Zhang,Rui Feng*, Exploring Logical Reasoning for Referring Expression Comprehension, ACM International Conference on Multimedia （ACM MM）,China, Oct.2021.
2. Shuyu Miao, Rui Feng , Object-Oriented Relational Distillation for Object detection, IEEE International Conference on Acoustics, Speech and SP(ICASSP), Canada, June.2021.
3. Ying Cheng, Mengyu He, Jiashuo Yu, Rui Feng, Improving Multimodal Speech Enhancement By Incorporating Self-supervised And Curriculum Learning, IEEE International Conference on Acoustics, Speech and SP(ICASSP), Canada, June.2021.
4. Shuaicheng Li,Shuyu Miao, Rui-Wei Zhao, Rui Feng*,Temporally Coarse To Fine Snippets Relationship Learning With Graph Convolution For Temporal Action Proposal Generation, IEEE International Conference on Multimedia and Expo(ICME), Virtual, July.2021.
5. Jiashuo Yu, Ying Cheng, Rui Feng*, MPN: Multimodal Parallel Network for Audio-Visual Event Localization, IEEE International Conference on Multimedia and Expo(ICME), Virtual, July.2021.
6. Junlin Hou, Jilan Xu, Rui Feng*, Yuejie Zhang, Fei Shan, Weiya Shi, CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis, IEEE International Conference on Computer Vision Workshop （ICCVW）.
7. Junlin Hou, Jilan Xu, Longquan Jiang, Shanshan Du, Rui Feng*, Yuejie Zhang, Fei Shan, Xiangyang Xue, Periphery-aware COVID-19 diagnosis with contrastive representation enhancement, Pattern Recognition(PR),Vol.118,108005,2021.
8. Shuyu Miao , Shanshan Du , Rui Feng ∗, Yuejie Zhang ∗, Huayu Li , Tianbi Liu , Lin Zheng , Weiguo Fan, Balanced single-shot object detection using cross-context attention-guided network , Pattern Recognition(PR),to appear, 2021.
9. Jiawang Cao, Lulu Jiang, Junlin Hou, Longquan Jiang, Ruiwei Zhao, Weiya Shi, Fei Shan, Rui Feng*,Learning Spatial-temporal Features For Multi-class Pneumonia Classification In Ct Images, IEEE International Conference on Image Processing(ICIP),Anchorage, Alaska, USA,Sep.2021
10. Lulu Jiang, Jiawang Cao, YuXin Li,Xuelin Liu, Ruiwei Zhao, Rui Feng*, Atrous High-Order Attention Network forMedical Image Segmentation, International Symposium On Bioinformatics Research And Applications(ISBRA),China,Nov.2021
11. Wei Ji#, Weiwei Tian#, Wenbin Pan, Siqi Sun,*, Hui Jiang,Rui Feng*, Yuejie Zhang, Rui-Wei Zhao, Gang Jin*, CellDet: Dual-Task Cell Detection Network for Quantitative IHC-Stained Image Analysis, International Symposium On Bioinformatics Research And Applications(BIBM),Virtual,Dec.2021
12. Nan Zhang, Junlin Hou, Rui-Wei Zhao, Rui Feng*, Yuejie Zhang*, Semi-supervised Medical Image Segmentation with Distribution Calibration and Non-local Semantic Constraint, International Symposium On Bioinformatics Research And Applications(BIBM),Virtual,Dec.2021
2020
1. Huayu Li, Shuyu Miao, Rui Feng, DG-FPN:Learning Dynamic Feature Fusion Based On Graph Convolution Network For Object Detection, IEEE International Conference on Multimedia and Expo(ICME), London, UK, July.2020.
2. Shuyu Miao, Rui Feng, Yuejie Zhang, Weiguo Fan, Learning Class-Based Graph Representation for Object Detection, European Conference on Artificial Intelligence(ECAI), Santiago, Compostela, August.2020.
3. Tong Wei, Junlin Hou and Rui Feng ,Fuzzy Graph Neural Network for Few-Shot Learning, IEEE International Joint Conference on Neural Networks(IJCNN), Glasgow, UK, July.2020.
4. Yang Shuyi, Jiang Longquan, Cao Zhuoqun, Wang Liya, Cao Jiawang, Feng Rui, Zhang Zhiyong, Xue Xiangyang, Shi Yuxin, Shan Fei, Deep learning for detecting corona virus disease 2019 (COVID-19) on high-resolution computed tomography: a pilot study, Annals of Translational Medicine(ATM 2020), Accepted.
5. Zhaolong Zhang, Yuejie Zhang, Rui Feng, Tao Zhang, Weiguo Fan, Zero-Shot Sketch-based Image Retrieval via Graph Convolution Network, The 34rd AAAI Conference on Artificial Intelligence,(AAAI), New York, USA, Feb.2020 .
6. Qian Wang, Wenxi Li, Songjian Chen, Rui Feng, A Dynamic-Attention on Crowd Region with Physical Optical Flow Features for Crowd Counting, IEEE International Joint Conference on Neural Networks(IJCNN), Glasgow, UK, July.2020.
7. Xinlong Xiao, Yuejie Zhang, Rui Feng, Tao Zhang, Shang Gao, Weiguo Fan,Video Captioning With Temporal And Region Graph Convolution Network,IEEE International Conference on Multimedia and Expo(ICME), London, UK, July.2020.
8. B.Zhang, R.Feng, On the Possibility of Artificial Consciousness, Basic & Clinical Pharmacology & Toxicology (2020), Vol.127, pp. 6-9.
9. Shuyu Miao, Rui Feng , Yuejie Zhang , Representation Reconstruction Head For Object Detection, IEEE International Conference on Image Processing(ICIP), United Arab Emirates, Oct.2020.
10. Wenxi Li, Zhuoqun Cao, Qian Wang, Songjian Chen and Rui Feng, Learning Error-Driven Curriculum for Crowd Counting, IEEE International Conference on Pattern Recognition(ICPR), Milano, Jan.2021.
11. Ying Cheng, Ruize Wang, Zhihao Pan, Rui Feng, Yuejie Zhang, Look, Listen, and Attend: Co-Attention Network for Self-Supervised Audio-Visual Representation Learning, ACM International Conference on Multimedia(ACM MM), United States, Oct 2020.
2019
1. 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.
2. 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.