曹媛

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曹媛

职称: 副教授 学院: 计算机科学与技术学院 电子邮箱: cy8661@ouc.edu.cn 办公室: 西海岸校区计算机楼C407
  • 基本信息
  • 项目
  • 获奖
  • 论文
  • 课程
  • 教材或专著
  • 专利
  • Research Fields
  • Achievement
  • Social Appointments
  • Teaching Experience
  • Honor Title
  • Additional Information
  • 基本信息
    姓名: 曹媛 出生年月: 1991-06-17 最高学位:博士 入职海大时间: 2019.10
    主要研究方向:大规模单/跨模态检索 专业技术职务:副教授三级 导师类别:硕士生导师
    年均课时数:116 是否第一学科:是
    国内外重要学术组织任职:
    获得人才称号名称及获得年份:
    其他情况简介: 博士毕业于大连理工大学计算机应用技术专业,导师为李克秋教授。曾赴美国罗格斯大学(Rutgers University)进行为期一年的博士联合培养,导师为Prof. Ping Li。现为中国海洋大学计算机科学与技术学院副教授。 主要研究方向为大规模跨模态检索,大模型微调,大模型智能体,大模型压缩,类脑认知计算,对抗攻击与防御等。以第一作者或通讯作者在TIP、TMM、TCSVT、AAAI、IJCAI等国际高水平期刊和会议上发表论文30余篇。担任IJCV、TPAMI、TIP、TMM、TCSVT、ICLR、ICML、KDD、NIPS、CVPR、MM、AAAI、IJCAI等顶刊顶会审稿人。主持国家自然科学基金青年基金、山东省自然科学基金面上基金、山东省自然科学基金青年基金、中国博士后科学基金面上资助、ISN开放基金等项目,参与多项国家重点研发计划项目、国家科技重大专项项目、国家自然科学基金面上项目。山东省人工智能学会理事,CSIG-机器视觉专委会委员,大模型应用高级工程师,人工智能应用高级工程师,计算机视觉高级工程师,区块链开发高级工程师。个人主页:https://caoyuan618.github.io/。

    欢迎对实验室方向有兴趣的同学加入!
  • 项目
    • 1. , 国家科技重大专项, 2025/12 ~ 2028/12, 227.5万元,参与者
    • 2. , 国家自然科学基金青年基金, 2023/01 ~ 2025/12, 30万元,主持者
    • 3. , 山东省自然科学基金面上基金, 2025/01 ~ 2027/12, 10万元,主持者
    • 4. , 山东省自然科学基金青年基金, 2021/01 ~ 2023/12, 15万元,主持者
    • 5. , 中国博士后科学基金第69批面上资助, 2021/01 ~ 2021/12, 8万元,主持者
    • 6. , ISN第二十二批开放基金, 2021/01 ~ 2022/12, 6万元,主持者
    • 7. , 中央高校基本科研专项基金, 2021/01 ~ 2022/12, 10万元,主持者
    • 8. , 青岛市博士后应用研究项目, 2019/12 ~ 2021/11, 5万元,主持者
  • 获奖
    • 1. 2026, 2025-2026年度教师教学创新大赛, 一等奖,
    • 2. 2024, 中国海洋大学2024年度课程教学奖, 优秀奖,
    • 3. 2024, 山东省计算机视觉最佳(优秀)学术论文, 最佳学术论文奖,
    • 4. 2024, CCF青岛青年菁英学术交流荟学术新星, 二等奖,
    • 5. 2023, 中国海洋大学青年教师教学大赛, 三等奖,
    • 6. 2023, 中国海洋大学2023年度课程教学奖, 优秀奖,
    • 7. 2022, 山东省第九届高校青年教师教学比赛, 优秀奖,
    • 8. 2022, 中国海洋大学青年教师教学大赛, 三等奖,
    • 9. 2023, 第二届“清华社杯”大学生算法大赛(指导教师), 三等奖,
    • 10. 2023, 第四届全国大学生算法设计与编程挑战赛(秋季赛)(指导教师), 优秀奖,
  • 论文
    • 1. Long-tailed Approaching Cross-modal Hashing with Multi-expert Collaborative Learning, IEEE Transactions on Image Processing (TIP), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 2. Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion, AAAI Conference on Artificial Intelligence (AAAI), 2026, EI, CCF-A,通讯
    • 3. Automatic Channel Pruning by Searching with Structure Embedding for Hash Network, AAAI Conference on Artificial Intelligence (AAAI), 2026, EI, CCF-A,通讯
    • 4. Mutual Protein-Molecule Hash Learning for Targeted Drug Virtual Screening, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 5. Hedge Defense-Based Adversarial Robustness for Cross-Modal Deep Hashing Networks, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 6. Text-Guided Unsupervised Hashing with Community Exploration for Image Retrieval, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 7. LightRA: Lightweight Residual Attention for Adaptation of Vision-Language Models, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,通讯
    • 8. Fast Trajectory Similarity Computation over Road Networks, ACM Transactions on Knowledge Discovery from Data, 2026, SCI, SCI,二区期刊,CCF-B,通讯
    • 9. Object-guided Multi-granularity Unsupervised Hashing for Image Retrieval, Neural Networks, 2026, SCI, 二区期刊,CCF-B,通讯
    • 10. Center Contrastive Long-tailed Hashing for Unsupervised Remote Sensing Image Retrieval, IEEE Transactions on Big Data (TBD), 2026, SCI, 二区期刊,CCF-C,一作
    • 11. Trajectory Similarity Hash Learning with Spatio-Temporal GRU, IEEE Transactions on Big Data (TBD), 2026, SCI, 二区期刊,CCF-C,一作
    • 12. Multi-modal Fine-grained Semantic-preserving Hashing for Cross-modal Retrieval, International Joint Conference on Neural Networks (IJCNN), 2026, EI, CCF-C,通讯
    • 13. Deep Graph Online Hashing for Multi-label Image Retrieval, AAAI Conference on Artificial Intelligence (AAAI), 2025, EI, CCF-A,一作
    • 14. Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization, AAAI Conference on Artificial Intelligence (AAAI), 2025, EI, CCF-A,通讯
    • 15. A Privacy-preserving Cross-modal Retrieval Scheme based on CLIP and Deep Hashing, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, EI, CCF-B,一作
    • 16. Transformer based Unsupervised Cross-modal Hashing for Normal and Remote Sensing Retrieval, IEEE Signal Processing Letters (SPL), 2025, SCI, CCF-C,通讯
    • 17. A Privacy-preserving Large-scale Image Retrieval Framework with Vision GNN Hashing, IEEE Transactions on Big Data (TBD), 2024, SCI, 二区期刊,一作
    • 18. Hypergraph Hash Learning for Efficient Trajectory Similarity Computation, ACM International Conference on Information and Knowledge Management (CIKM), 2024, EI, CCF-B,一作
    • 19. Targeted Universal Adversarial Attack on Deep Hash Networks, ACM International Conference on Multimedia Retrieval (ICMR), 2024, EI, CCF-B,通讯
    • 20. Self-supervised Adversarial Hashing for Large-scale Image Retrieval, International Conference on Parallel and Distributed Systems (ICPADS), 2024, EI, CCF-C, 通讯
    • 21. Fast Online Hashing with Multi-Label Projection, AAAI Conference on Artificial Intelligence (AAAI), 2023, EI, CCF-A,通讯
    • 22. A Comprehensive Survey and Taxonomy on Image Dehazing Based on Deep Learning, ACM Computing Surveys, 2023, SCI, 一区TOP期刊,通讯
    • 23. Generative Enhancement-based Similarity Prediction Hashing for Image Retrieval, International Conference on Parallel and Distributed Systems (ICPADS), 2023, EI, CCF-C,通讯
    • 24. Deep Hash Learning of Feature-Invariant Representation for Single-label and Multi-label Retrieval, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2023, EI, CCF-C,通讯
    • 25. Generative Adversarial Network Based Asymmetric Deep Cross-modal Unsupervised Hashing, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2023, EI, CCF-C,通讯
    • 26. Scalable Distributed Hashing for Approximate Nearest Neighbor Search, IEEE Transactions on Image Processing (TIP), 2022, SCI, 一区TOP期刊,CCF-A,一作
    • 27. Hash Learning with Variable Quantization for Large-scale Retrieval, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022, SCI, 一区TOP期刊,CCF-B,一作
    • 28. Fast kNN Search in Weighted Hamming Space with Multiple Tables, IEEE Transactions on Image Processing (TIP), 2021, SCI, 一区TOP期刊,CCF-A,共同一作
    • 29. A Comprehensive Survey on Image Dehazing Based on Deep Learning, International Joint Conferences on Artificial Intelligenc (IJCAI), 2021, , CCF-B,通讯
    • 30. Deep Cross-modal Supervised Hashing based on Joint Semantic Matrix, International Conference on Network and System Security (NSS), 2021, , 通讯
    • 31. Learning to Hash with Dimension Analysis based Quantizer for Image Retrieval, IEEE Transactions on Multimedia (TMM), 2020, SCI, 一区TOP期刊,CCF-A,一作
    • 32. General Distributed Hash Learning on Image Descriptors for k-Nearest Neighbor Search, IEEE Signal Processing Letters (SPL), 2019, SCI, CCF-C,一作
    • 33. Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey, IEEE Access, 2018, SCI, 四区期刊,一作
    • 34. Hash Ranking with Weighted Asymmetric Distance, IEEE Transactions on Computational Imaging (TCI), 2017, SCI, 二区期刊,一作
    • 35. Multiple Query-independent Values based Asymmetric Ranking for Approximate Nearest Neighbor Search, IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2016, , CCF-C,一作
    • 36. WARank:Weighted Asymmetric Ranking for Approximate Nearest Neighbor Search, IEEE International Conference on Computer and Information Technology (CIT), 2015, , 一作
  • 课程
    • 1. 离散数学Ⅱ, 专业必修课, 3, 52
    • 2. 大数据先导技术, 专业选修课, 1, 16
  • 教材或专著
  • 专利
    • 1. 基于图在线哈希模型的图像检索方法, 2026.6.26, 发明专利, 第一发明人
    • 2. 基于多标签投影在线哈希算法的图像检索方法, 2026.6.23, 发明专利, 第一发明人
    • 3. 基于自监督对抗哈希算法的大规模图像检索方法, 2022.7.19, 发明专利, 第一发明人
    • 4. 基于维度分析量化器哈希学习的数据检索方法, 2022.3.30, 发明专利, 第一发明人
    • 5. 基于深度特征一致哈希算法的图像检索方法, 2021.11.2, 发明专利, 第一发明人
    • 6. 基于结合生成对抗网络的哈希算法的大规模数据检索方法, 2021.9.24, 发明专利, 第一发明人
    • 7. 基于联合语义矩阵的深度跨模态哈希的图像检索方法, 2021.9.14, 发明专利, 第一发明人
  • 成果转化与社会服务
  • Research Fields
  • Achievement
    • 1. , 国家科技重大专项, 2025/12 ~ 2028/12, 227.5万元,参与者
    • 2. , 国家自然科学基金青年基金, 2023/01 ~ 2025/12, 30万元,主持者
    • 3. , 山东省自然科学基金面上基金, 2025/01 ~ 2027/12, 10万元,主持者
    • 4. , 山东省自然科学基金青年基金, 2021/01 ~ 2023/12, 15万元,主持者
    • 5. , 中国博士后科学基金第69批面上资助, 2021/01 ~ 2021/12, 8万元,主持者
    • 6. , ISN第二十二批开放基金, 2021/01 ~ 2022/12, 6万元,主持者
    • 7. , 中央高校基本科研专项基金, 2021/01 ~ 2022/12, 10万元,主持者
    • 8. , 青岛市博士后应用研究项目, 2019/12 ~ 2021/11, 5万元,主持者
  • Social Appointments
    • 1. 2026, 2025-2026年度教师教学创新大赛, 一等奖,
    • 2. 2024, 中国海洋大学2024年度课程教学奖, 优秀奖,
    • 3. 2024, 山东省计算机视觉最佳(优秀)学术论文, 最佳学术论文奖,
    • 4. 2024, CCF青岛青年菁英学术交流荟学术新星, 二等奖,
    • 5. 2023, 中国海洋大学青年教师教学大赛, 三等奖,
    • 6. 2023, 中国海洋大学2023年度课程教学奖, 优秀奖,
    • 7. 2022, 山东省第九届高校青年教师教学比赛, 优秀奖,
    • 8. 2022, 中国海洋大学青年教师教学大赛, 三等奖,
    • 9. 2023, 第二届“清华社杯”大学生算法大赛(指导教师), 三等奖,
    • 10. 2023, 第四届全国大学生算法设计与编程挑战赛(秋季赛)(指导教师), 优秀奖,
  • Teaching Experience
    • 1. Long-tailed Approaching Cross-modal Hashing with Multi-expert Collaborative Learning, IEEE Transactions on Image Processing (TIP), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 2. Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion, AAAI Conference on Artificial Intelligence (AAAI), 2026, EI, CCF-A,通讯
    • 3. Automatic Channel Pruning by Searching with Structure Embedding for Hash Network, AAAI Conference on Artificial Intelligence (AAAI), 2026, EI, CCF-A,通讯
    • 4. Mutual Protein-Molecule Hash Learning for Targeted Drug Virtual Screening, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 5. Hedge Defense-Based Adversarial Robustness for Cross-Modal Deep Hashing Networks, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 6. Text-Guided Unsupervised Hashing with Community Exploration for Image Retrieval, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,一作
    • 7. LightRA: Lightweight Residual Attention for Adaptation of Vision-Language Models, IEEE Transactions on Multimedia (TMM), 2026, SCI, 一区TOP期刊,CCF-A,通讯
    • 8. Fast Trajectory Similarity Computation over Road Networks, ACM Transactions on Knowledge Discovery from Data, 2026, SCI, SCI,二区期刊,CCF-B,通讯
    • 9. Object-guided Multi-granularity Unsupervised Hashing for Image Retrieval, Neural Networks, 2026, SCI, 二区期刊,CCF-B,通讯
    • 10. Center Contrastive Long-tailed Hashing for Unsupervised Remote Sensing Image Retrieval, IEEE Transactions on Big Data (TBD), 2026, SCI, 二区期刊,CCF-C,一作
    • 11. Trajectory Similarity Hash Learning with Spatio-Temporal GRU, IEEE Transactions on Big Data (TBD), 2026, SCI, 二区期刊,CCF-C,一作
    • 12. Multi-modal Fine-grained Semantic-preserving Hashing for Cross-modal Retrieval, International Joint Conference on Neural Networks (IJCNN), 2026, EI, CCF-C,通讯
    • 13. Deep Graph Online Hashing for Multi-label Image Retrieval, AAAI Conference on Artificial Intelligence (AAAI), 2025, EI, CCF-A,一作
    • 14. Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization, AAAI Conference on Artificial Intelligence (AAAI), 2025, EI, CCF-A,通讯
    • 15. A Privacy-preserving Cross-modal Retrieval Scheme based on CLIP and Deep Hashing, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025, EI, CCF-B,一作
    • 16. Transformer based Unsupervised Cross-modal Hashing for Normal and Remote Sensing Retrieval, IEEE Signal Processing Letters (SPL), 2025, SCI, CCF-C,通讯
    • 17. A Privacy-preserving Large-scale Image Retrieval Framework with Vision GNN Hashing, IEEE Transactions on Big Data (TBD), 2024, SCI, 二区期刊,一作
    • 18. Hypergraph Hash Learning for Efficient Trajectory Similarity Computation, ACM International Conference on Information and Knowledge Management (CIKM), 2024, EI, CCF-B,一作
    • 19. Targeted Universal Adversarial Attack on Deep Hash Networks, ACM International Conference on Multimedia Retrieval (ICMR), 2024, EI, CCF-B,通讯
    • 20. Self-supervised Adversarial Hashing for Large-scale Image Retrieval, International Conference on Parallel and Distributed Systems (ICPADS), 2024, EI, CCF-C, 通讯
    • 21. Fast Online Hashing with Multi-Label Projection, AAAI Conference on Artificial Intelligence (AAAI), 2023, EI, CCF-A,通讯
    • 22. A Comprehensive Survey and Taxonomy on Image Dehazing Based on Deep Learning, ACM Computing Surveys, 2023, SCI, 一区TOP期刊,通讯
    • 23. Generative Enhancement-based Similarity Prediction Hashing for Image Retrieval, International Conference on Parallel and Distributed Systems (ICPADS), 2023, EI, CCF-C,通讯
    • 24. Deep Hash Learning of Feature-Invariant Representation for Single-label and Multi-label Retrieval, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2023, EI, CCF-C,通讯
    • 25. Generative Adversarial Network Based Asymmetric Deep Cross-modal Unsupervised Hashing, International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2023, EI, CCF-C,通讯
    • 26. Scalable Distributed Hashing for Approximate Nearest Neighbor Search, IEEE Transactions on Image Processing (TIP), 2022, SCI, 一区TOP期刊,CCF-A,一作
    • 27. Hash Learning with Variable Quantization for Large-scale Retrieval, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022, SCI, 一区TOP期刊,CCF-B,一作
    • 28. Fast kNN Search in Weighted Hamming Space with Multiple Tables, IEEE Transactions on Image Processing (TIP), 2021, SCI, 一区TOP期刊,CCF-A,共同一作
    • 29. A Comprehensive Survey on Image Dehazing Based on Deep Learning, International Joint Conferences on Artificial Intelligenc (IJCAI), 2021, , CCF-B,通讯
    • 30. Deep Cross-modal Supervised Hashing based on Joint Semantic Matrix, International Conference on Network and System Security (NSS), 2021, , 通讯
    • 31. Learning to Hash with Dimension Analysis based Quantizer for Image Retrieval, IEEE Transactions on Multimedia (TMM), 2020, SCI, 一区TOP期刊,CCF-A,一作
    • 32. General Distributed Hash Learning on Image Descriptors for k-Nearest Neighbor Search, IEEE Signal Processing Letters (SPL), 2019, SCI, CCF-C,一作
    • 33. Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey, IEEE Access, 2018, SCI, 四区期刊,一作
    • 34. Hash Ranking with Weighted Asymmetric Distance, IEEE Transactions on Computational Imaging (TCI), 2017, SCI, 二区期刊,一作
    • 35. Multiple Query-independent Values based Asymmetric Ranking for Approximate Nearest Neighbor Search, IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2016, , CCF-C,一作
    • 36. WARank:Weighted Asymmetric Ranking for Approximate Nearest Neighbor Search, IEEE International Conference on Computer and Information Technology (CIT), 2015, , 一作
  • Honor Title
    • 1. 离散数学Ⅱ, 专业必修课, 3, 52
    • 2. 大数据先导技术, 专业选修课, 1, 16
  • Additional Information