2024

1. Xiutian Li#, Siqi Sun#, Rui Feng*. Causal Representation Learning via Counterfactual Intervention. The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, Feb.2024.

2. Xiaze Zhang, Ziheng Ding, Qi Jing, Yuejie Zhang, Wenchao Ding*, Rui Feng*. DeepPointMap: Advancing LiDAR SLAM with Unified Neural Descriptors. The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, Feb.2024.

3. Ruofan Wang, Rui-Wei Zhao, Xiaobo Zhang*, Rui Feng*. Towards Evidential and Class Separable Open Set Object Detection. The 38th Annual AAAI Conference on Artificial Intelligence (AAAI), Vancouver, Canada, Feb.2024.

4、Guorui Yu， Yimin Hu， Yiqian Xu， Yuejie Zhang*， Rui Feng*， Tao Zhang*， Shang Gao. Exploring Object-centered External Knowledge for Fine-grained Video Paragraph Captioning. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), Seoul, Korea, Apr.2024.

5. Yangdong Chen， Yanfei Wang， Yuejie Zhang*， Rui Feng*， Tao Zhang*， Xuequan Lu， Shang Gao. Fine-granularity Face Sketch Synthesis. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), Seoul, Korea, Apr.2024.

6. Qiujie Xie， Qiming Feng， Yuejie Zhang*， Rui Feng*， Tao Zhang*， Shang Gao. CONTROLCAP: Controllable Captioning Via No-fuss Lexicon. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), Seoul, Korea, Apr.2024.

7. Yiqian Xu, Rui-Wei Zhao, Rui Feng⋆. Lesion-aware open set medical image recognition with domain shift. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), Seoul, Korea, Apr.2024.

8. Nan Zhang, Fan Xiao, Junlin Hou, Ruiwei Zhao, Xiaobo Zhang, Rui Feng∗.Cross-image Distillation For Semi-supervised Semantic Segmentation. 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing(ICASSP), Seoul, Korea, Apr.2024.

9. Xinyu Huang, oucai Zhang, Jinyu Ma, Weiwei Tian, Rui Feng*, Yuejie Zhang, Yaqian Li, Yandong Guo2, Lei Zhang.Tag2text: Guiding vision-language model via image tagging.The Twelfth International Conference on Learning Representations(ICLR),Vienna Austria, May.2024.

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.

3. Bowen Zhao, Changkai Ji, Yuejie Zhang, Wen He, Yingwen Wang, Qing Wang, Rui Feng*, Xiaobo Zhang*, Large Language Models are Complex Table Parsers, The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, Dec.2023.

4. Guorui Yu，Yimin Hu，Yuejie Zhang*， Rui Feng*， Tao Zhang*， Shang Gao. Sparse Frame Grouping Network with Action Centered for Untrimmed Video Paragraph Captioning(EMNLP),  Singapore,Dec.2023.

5. 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.

6. Yimin Hu， Guorui Yu， Yuejie Zhang*， Rui Feng*， Tao Zhang*， Shang Gao. Motion-aware Video Paragraph Captioning via Exploring Object-centered Internal Knowledge, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June.2023.

7. Qingqiu Li， Jilan Xu， Runtian Yuan， Yuejie Zhang*， Rui Feng*， SCSGNET: Spatial-correlated and Shape-guided Network for Brease Mass Segmentation, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June.2023.

8. Yi Zheng， Heming Jing，QiujieXie，YuejieZhang*， Rui Feng*， Tao Zhang*， Shang Gao. Video Captioning via Relation-aware Graph Learning, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June.2023.

9. 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.

10. Jueqi Wei， Yuanwu Xu， Mohan Chen，YuejieZhang*， Rui Feng*， Shang Gao. Conditional Video-Text Reconstruction Network with Cauchy Mask for Weakly Supervised Temporal Sentence Grounding，2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, July.2023.

11. Fan Xiao, JunlinHou, JilanXu, Yiqian Xu, Bo Zhang, YuejieZhang, HaidongZou, Rui Feng*. Ensemble Deep Learning Approaches for Myopic Maculopathy Plus Lesions Segmentation. MedicallmageComputing and Computer Assisted Intervention Society Workshop (MICCAIW 2023).

12. Junlin Hou, Jilan Xu, Fan Xiao, Bo Zhang, Yiqian Xu ,YuejieZhang, HaidongZou, Rui Feng*. Towards Label-efficient Deep Learning for Myopic Maculopathy Classification. MedicallmageComputing and Computer Assisted Intervention Society Workshop (MICCAIW 2023).

13. Jiashuo Yu,Junfu Pu, Ying Cheng, Rui Feng*, Ying Shan. Learning Music-Dance Representations through Explicit-Implicit Rhythm Synchronization.IEEE Transactions on Multimedia（TMM 2023）.

14. 章慧丰，侯君临，邹海东*，陆丽娜，冯瑞，眼底图像半自动标注系统[J]. 计算机系统应用, 2023.

15. Runtian Yuan， Jilan Xu， Qingqiu Li， Yuejie Zhang*， Rui Feng*， Xiaobo Zhang， Tao Zhang*， Shang Gao， Semi-MedSeq: Semi-supervised Semantic Segmentation for Medical Image Sequences, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),Istanbul, Turkey, Dec.2023.

16. Qingqiu Li， Jilan Xu， Runtian Yuan， Mohan Chen， Yuejie Zhang*， Rui Feng*， Xiaobo Zhang， Shang Gao， Enhanced Knowledge Injection for Radiology Report Generation, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),Istanbul, Turkey, Dec.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.