郭丹  (教授)

博士生导师 硕士生导师

所在单位：智能科学与技术系

职务：Professor

学历：研究生(博士)毕业

办公地点：科教楼A座9楼

性别：女

学位：博士学位

在职信息：在职

毕业院校：华中科技大学

   
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论文成果

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以下是部分论文清单：（主要包括CCF-A会议/期刊、IEEE/ACM Transactions期刊等）

  1. [1] Jinxing Zhou, Dan Guo*, Yiran Zhong, Meng Wang*. "Advancing Weakly-Supervised Audio-Visual Video Parsing via Segment-wise Pseudo Labeling", International Journal of Computer Vision (IJCV, CCF-A期刊), 2024.

  2. [2] Shuaiyang Li, Feng Xue, Kang Liu, Dan Guo, Richang Hong. "Multimodal Graph Causal Embedding for Multimedia-based Recommendation", IEEE Transactions on Knowledge and Data Engineering (TKDE, CCF-A 期刊)，2024.

  3. [3] Wei Qian, Kun Li, Dan Guo*, Bin Hu, Meng Wang*. "Cluster-Phys: Facial Clues Clustering Towards Efficient Remote Physiological Measurement", ACM Mutilmedia (ACM MM, CCF-A会议, Oral paper, top 3.97%), 2024.

  4. [4] Jingjing Hu, Dan Guo*, Kun Li, Zhan Si, Xun Yang*, Meng Wang*. "Maskable Retentive Network for Video Moment Retrieval", ACM Mutilmedia (ACM MM, CCF-A会议,), 2024.

  5. [5] Xun Yang*, Jianming Zeng, Dan Guo, Shanshan Wang, Jianfeng Dong, Meng Wang. "Robust video question answering via contrastive cross-modality representation learning",  Science China Information Sciences (SCIS, CCF-A 期刊 ), 2024.

  6. [6] Jinxing Zhou, Dan Guo*, Yuxin Mao, Yiran Zhong, Xiaojun Chang, Meng Wang. "Label-anticipated Event Disentanglement for Audio-Visual Video Parsing", European Conference on Computer Vision (ECCV, CCF-B会议), 2024.

  7. [7] Jing Zhang, Liang Zheng*, Meng Wang, Dan Guo*. "Training A Small Emotional Vision Language Model for Visual Art Comprehension",  European Conference on Computer Vision (ECCV, CCF-B会议), 2024.

  8. [8] Fei Wang, Dan Guo*, Kun Li, Zhun Zhong, Meng Wang*. "Frequency Decoupling for Motion Magnification via Multi-Level Isomorphic Architecture", Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A会议), 2024.

  9. [9] Chunxiao Fan, Ziqi Wang, Dan Guo*, Meng Wang. "Data-Free Quantization via Pseudo-label Filtering", Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A会议), 2024.

  10. [10] Fei Wang, Dan Guo*, Kun Li, Meng Wang*. "EulerMormer: Robust Eulerian Motion Magnification via Dynamic Filtering within Transformer", AAAI Conference on Artificial Intelligence (AAAI, CCF-A会议), 2024.

  11. [11] Zhangbin Li, Dan Guo*, Jinxing Zhou*, Jing Zhang, Meng Wang. "Object-aware Adaptive-Positivity Learning for Audio-Visual Question Answering", AAAI Conference on Artificial Intelligence (AAAI, CCF-A会议), 2024.

  12. [12] Zhao Xie, Yadong Shi, Kewei Wu, Yaru Cheng, Dan Guo*. "Towards Understanding Future: Consistency Guided Probabilistic Modeling for Action Anticipation", AAAI Conference on Artificial Intelligence (AAAI, CCF-A会议), 2024.

  13. [13] Liu Liu, Anran Huang, Qi Wu, Dan Guo*, Xun Yang, Meng Wang. "KPA-Tracker: Towards Robust and Real-Time Category-Level Articulated Object 6D Pose Tracking". AAAI Conference on Artificial Intelligence (AAAI, CCF-A会议), 2024.

  14. [14] Xinyi Wu, Wentao Ma, Dan Guo, Tongqing Zhou, Shan Zhao, Zhiping Cai. "Text-based Occluded Person Re-identification via Multi-Granularity Contrastive Consistency Learning", AAAI Conference on Artificial Intelligence (AAAI, CCF-A会议), 2024.

  15. [15] Peipei Song, Dan Guo*, Xun Yang, Shengeng Tang, and Meng Wang. "Emotional Video Captioning with Vision-based Emotion Interpretation Network", IEEE Transactions on Image Processing (IEEE TIP, CCF-A期刊), 2024.

  16. [16] Zhao Xie, Chang Jiao, Kewei Wu*, Dan Guo* and Richang Hong. "Active Factor Graph Network for Group Activity Recognition", IEEE Transactions on Image Processing (IEEE TIP, CCF-A期刊), 2024.

  17. [17] Dan Guo, Kun Li*, Bin Hu, Yan Zhang, Meng Wang*. "Benchmarking Micro-action Recognition: Dataset, Methods, and Applications", IEEE Transactions on Circuits and Systems for Video Technology. (IEEE TCSVT, CCF-B期刊), 2024.

  18. [18] Xin Liu, Biao Qian, Haipeng Liu*, Dan Guo,Yang Wang, Meng Wang*. "Seeking False Hard Negatives for Graph Contrastive Learning", IEEE Transactions on Circuits and Systems for Video Technology. (IEEE TCSVT, CCF-B期刊), 2024.

  19. [19] Kewei Wu , Wenjie Luo , Zhao Xie , Dan Guo , Zhao Zhang , and Richang Hong. "Ensemble Prototype Network For Weakly-Supervised Temporal Action Localization", IEEE Transactions on Neural Networks and learning systems (IEEE TNNLS, CCF-B期刊), 2024.

  20. [20] Wei Qian, Dan Guo*, Kun Li, Xiaowei Zhang, Xilan Tian, Xun Yang, Meng Wang*, "Dual-path TokenLearner for Remote Photoplethysmography-based Physiological Measurement with Facial Videos", IEEE Transactions on Computational Social Systems (IEEE TCSS, SCI 2区), 2024.

  21. [21] Peipei Song, Dan Guo*, Xun Yang, Shengeng Tang, Erkun Yang, and Meng Wang*. "Emotion-Prior Awareness Network for Emotional Video Captioning", ACM International Conference on Multimedia (ACM MM ,CCF-A 会议, Oral paper, top 5.4%), 2023.

  22. [22] Sheng Zhou, Dan Guo*, Jia Li, Xun Yang*, and Meng Wang. "Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA", IEEE Transactions on Image Processing (TIP, CCF-A 期刊 ), 2023.

  23. [23] Kun Li, Dan Guo* , and Meng Wang*. "ViGT: Proposal-free Video Grounding with Learnable Token in Transformer", Science China Information Sciences (SCIS, CCF-A 期刊 )， 2023.

  24. [24] Xinge Peng, Kun Li*, Jiaxiu Li, Guoliang Chen, and Dan Guo*. "Multi-modality Fusion for Emotion Recognition in Videos", IJCAI (CCF-A会议) Challenge paper, 2023.

  25. [25] Kun Li, Dan Guo*, Guoliang Chen, Xinge Peng, and Meng Wang. "Joint Skeletal and Semantic Embedding Loss for Micro-gesture Classification", IJCAI (CCF-A会议) Challenge paper, 2023.

  26. [26] Jia Li, Wei Qian, Kun Li, Qi Li, Dan Guo*, and Meng Wang*. "Exploiting Diverse Feature for Multimodal Sentiment Analysis", ACM MM (CCF-A 会议) Challenge paper, 2023.

  27. [27] Kun Li, Dan Guo* , Guoliang Chen, Feiyang Liu and Meng Wang. "Data Augmentation for Human Behavior Analysis in Multi-Person Conversations", ACM MM (CCF-A 会议) Challenge paper, 2023.

  28. [28] Kun Li, Jiaxiu Li, Dan Guo*, Xun Yang*, and Meng Wang. "Transformer-based Visual Grounding with Cross-modality Interaction", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP , CCF-B 期刊 ), 2023.

  29. [29] Qi Li, Dan Guo*, Wei Qian,  Xilan Tian, Xiao Sun,  Haifeng Zhao, and Meng Wang*. "Channel-wise Interactive Learning for Remote Heart Rate Estimation from Facial Video", IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT, CCF-B期刊),2023.

  30. [30] Jing Zhang, Dan Guo*, Xun Yang*, Peipei Song, and  Meng Wang*. "Visual-Linguistic-Stylistic Triple Reward for Cross-Lingual Image Captioning", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP , CCF-B 期刊), 2023.

  31. [31] Sheng Zhou, Dan Guo*, Xun Yang*, Jianfeng Dong, and Meng Wang*. "Graph Pooling Inference Network for Text-Based VQA", ACM Transactions on Multimedia Computing, Communications and Applications (ACM TOMCCAP , CCF-B 期刊), 2023.

  32. [32] Shuaiyang Li, Dan Guo, Kang Liu, Richang Hong, and Feng Xue. "Multimodal Counterfactual Learning Network for Multimedia-based Recommendation", Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, CCF-A会议), 2023.

  33. [33] Kang Liu, Feng Xue*, Dan Guo, Peijie Sun, Shengsheng Qian, and Richang Hong. "Multimodal Graph Contrastive Learning for Multimedia-based Recommendation", IEEE Transactions on Multimedia (IEEE TMM, CCF-B期刊), 2023.

  34. [34] Wentao Ma, Xinyi Wu, Shan Zhao*, Tongqing Zhou*, Dan Guo, Lichuan Gu, Zhiping Cai, and Meng Wang. "FedSH: Towards Privacy-preserving Text-based Person Re-Identification", IEEE Transactions on Multimedia (IEEE TMM, CCF-B期刊), 2023.

  35. [35] Kang Liu, Feng Xue*, Dan Guo, Le Wu, Shujie Li, and Richang Hong. "MEGCF: Multimodal Entity Graph Collaborative Filtering for Personalized Recommendation",  ACM Transactions on Information Systems (ACM TOIS, CCF-A期刊), 2023.

  36. [36] Feng Xue*, Tian Yang, Kang Liu, Zikun Hong, Mingwei Cao, Dan Guo, and Richang Hong. "LCSNet: End-to-end Lipreading with Channel-aware Feature Selection", ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMM, CCF-B期刊), 2023.

  37. [37] Jinxing Zhou, Dan Guo* and Meng Wang*. "Contrastive Positive Sample Propagation along the Audio-Visual Event Line", IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI, CCF-A期刊, IF 24.314 ), 2022.

  38. [38] Shengeng Tang, Richang Hong*, Dan Guo*, and Meng Wang, "Gloss Semantic-Enhanced Network with Online Back-Translation for Sign Language Production", ACM International Conference on Multimedia (ACM MM ,CCF-A 会议), 2022.

  39. [39] Peipei Song, Dan Guo*, Jun Cheng, and Meng Wang*, "Contextual Attention Network for Emotional Video Captioning", IEEE Transactions on Multimedia (TMM, CCF-B期刊 ), 2022.

  40. [40] Peipei Song, Dan Guo*, Jinxing Zhou, Mingliang Xu, and Meng Wang*, "Memorial GAN with Joint Semantic Optimization for Unpaired Image Captioning", IEEE Transactions on Cybernetics (TCYB, CCF-B期刊 ), 2022.

  41. [41] Jinxing Zhou, Jianyuan Wang, Jiayi Zhang, Weixuan Sun, Jing Zhang, Stan Birchfield, Dan Guo, Meng Wang*, and Yiran Zhong*, "Audio−Visual Segmentation", European Conference on Computer Vision (ECCV, CCF-B会议), 2022.

  42. [42] Tianyuan Xu, Xueliang Liu*, Zhen Huang*, Dan Guo, Richang Hong, and Meng Wang. "Early-Learning regularized Contrastive Learning for Cross-Modal Retrieval with Noisy Labels", ACM International Conference on Multimedia (ACM MM, CCF-A会议), 2022.

  43. [43] Zhao Xie, Jiansong Chen, Kewei Wu*, Dan Guo, and Richang Hong. "Global Temporal Difference Network for Action Recognition", IEEE Transactions on Multimedia (IEEE TMM, CCF-B期刊), 2022.

  44. [44] Kang Liu, Feng Xue*, Xiangnan He, Dan Guo, and Richang Hong. "Joint Multi-Grained Popularity-Aware Graph Convolution Collaborative Filtering for Recommendation", IEEE Transactions on Computational Social Systems (IEEE TCSS, SCI 2区), 2022.

  45. [45] Dan Guo, Hui Wang, and Meng Wang*, "Context-Aware Graph Inference with Knowledge Distillation for Visual Dialog", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, CCF-A期刊, IF 24.314 ), 2021.

  46. [46] Hui Wang, Dan Guo*, Xiansheng Hua, and Meng Wang*, "Pairwise VLAD Interaction Network for Video Question Answering", ACM International Conference on Multimedia (ACM MM, CCF-A 会议 ), 2021.

  47. [47] Kun Li, Dan Guo*, and Meng Wang*, "Proposal-Free Video Grounding with Contextual Pyramid Network", AAAI Conference on Artificial Intelligence (AAAI, CCF-A 会议 ), 2021.

  48. [48] Shengeng Tang, Dan Guo*, Richang Hong*, and Meng Wang, "Graph-Based Multimodal Sequential Embedding for Sign Language Translation", IEEE Transactions on Multimedia (TMM, CCF-B期刊 ), 2021.

  49. [49] Dan Guo, Hui Wang, Shuhui Wang, and Meng Wang*, "Textual-Visual Reference-Aware Attention Network for Visual Dialog", IEEE Transactions on Image Processing (TIP, CCF-A 期刊 ), 2020.

  50. [50] Dan Guo, Wengang Zhou*, Anyang Li, Houqiang Li, and Meng Wang*, "Hierarchical Recurrent Deep Fusion Using Adaptive Clip Summarization for Sign Language Translation", IEEE Transactions on Image Processing (TIP, CCF-A 期刊 ), 2020.

  51. [51] Dan Guo, Hui Wang*, Hanwang Zhang, Zhengjun Zha, and Meng Wang*, "Iterative Context-Aware Graph Inference for Visual Dialog", Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A 会议, oral paper, Top 5%), 2020. 

  52. [52] Dan Guo, Yang Wang*, Peipei Song*, and Meng Wang, "Recurrent Relational Memory Network for Unsupervised Image Captioning", International Joint Conference on Artificial Intelligence (IJCAI, CCF-A 会议, 录取率12.6%), 2020. 

  53. [53] Dan Guo, Kun Li*, and Meng Wang, "DADNet：Dilated-Attention-Deformable ConvNet for Crowd Counting", ACM International Conference on Multimedia (ACM MM, CCF-A 会议, oral paper, Top 9.8% ), 2019.

  54. [54] Dan Guo, Shengeng Tang,and Meng Wang, "Connectionist Temporal Modeling of Video and Language：A Joint Model for Translation and Sign Labeling", International Joint Conference on Artificial Intelligence (IJCAI, CCF-A 会议 ), 2019.

  55. [55] Dan Guo, Shuo Wang, Qi Tian, and Meng Wang, "Dense Temporal Convolution Network for Sign Language Translation", International Joint Conference on Artificial Intelligence (IJCAI, CCF-A 会议), 2019.

  56. [56] Dan Guo, Hui Wang, and Meng Wang, "Dual Visual Attention Network for Visual Dialog", International Joint Conference on Artificial Intelligence (IJCAI, CCF-A 会议 ), 2019.

  57. [57] Shuo Wang, Dan Guo*, Xin Xu, Li Zhuo, and Meng Wang, "Cross-Modality Retrieval by Joint Correlation Learning", ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMCCAP , CCF-B 期刊 ), 2019.

  58. [58] Shuo Wang, Dan Guo*, Wengang Zhou, Zhengjun Zha, and Meng Wang, "Connectionist Temporal Fusion for Sign Language Translation", International ACM International Conference on Multimedia (ACM MM, CCF-A 会议 ), 2018.

  59. [59] Dan Guo, Wengang Zhou, Houqiang Li, and Meng Wang, "Hierarchical LSTM for Sign Language Translation", AAAI Conference on Artificial Intelligence (AAAI, CCF-A 会议, oral paper, Top 5% ), 2018.

  60. [60] Dan Guo, Wengang Zhou*, Houqiang Li*, and Meng Wang*, "Online Early-Late Fusion Based on Adaptive HMM for Sign Language Recognition", ACM Transactions on Multimedia Computing Communications and Applications (ACM TOMCCAP , CCF-B 期刊 ), 2018.

  61. [61] 郭丹,姚沈涛,王辉,汪萌.嵌入局部聚类描述符的视频问答Transformer模型[J]. 计算机学报 (CCF-A 中文期刊), 2023. 

  62. [62] 鲁志红, 郭丹*, 汪萌. 基于加权运动估计和矢量分割的运动补偿内插算法[j]. 自动化学报 (CCF-A 中文期刊), 2015.