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个人简介

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单/跨模态检索。以第一作者或通讯作者在TIP、TIFS、TMM、TCSVT、TBD、AAAI、IJCAI、ICDE等国际高水平期刊和会议上发表论文30余篇。担任IJCV、TPAMI、TIP、TKDE、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,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。

研究领域

大规模单/跨模态检索

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

1. Automatic Channel Pruning by Searching with Structure Embedding for Hash Network , AAAI Conference on Artificial Intelligence (AAAI) , 2026 , EI , CCF-A,通讯 2. Proxy Zero-Shot Hashing with Multimodal Fusion via Stable Diffusion , AAAI Conference on Artificial Intelligence (AAAI) , 2026 , EI , CCF-A,通讯 3. Text-Guided Unsupervised Hashing with Community Exploration for Image Retrieval , IEEE Transactions on Multimedia (TMM) , 2025 , SCI , IF: 6.513, 一区TOP期刊, CCF-B,一作 4. Deep Graph Online Hashing for Multi-label Image Retrieval , AAAI Conference on Artificial Intelligence (AAAI) , 2025 , EI , CCF-A,一作 5. 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 6. 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 7. Transformer based Unsupervised Cross-modal Hashing for Normal and Remote Sensing Retrieval , IEEE Signal Processing Letters (SPL) , 2025 , SCI , IF: 3.5,CCF-C,通讯 8. A Privacy-preserving Large-scale Image Retrieval Framework with Vision GNN Hashing , IEEE Transactions on Big Data (TBD) , 2024 , SCI , IF: 7.5,二区期刊,一作 9. Hypergraph Hash Learning for Efficient Trajectory Similarity Computation , ACM International Conference on Information and Knowledge Management (CIKM) , 2024 , EI , CCF-B,一作 10. Targeted Universal Adversarial Attack on Deep Hash Networks , ACM International Conference on Multimedia Retrieval (ICMR) , 2024 , EI , CCF-B,通讯 11. Self-supervised Adversarial Hashing for Large-scale Image Retrieval , International Conference on Parallel and Distributed Systems (ICPADS) , 2024 , EI , CCF-C, 一作 12. Fast Online Hashing with Multi-Label Projection , AAAI Conference on Artificial Intelligence (AAAI) , 2023 , EI , CCF-A,通讯 13. A Comprehensive Survey and Taxonomy on Image Dehazing Based on Deep Learning , ACM Computing Surveys , 2023 , SCI , IF: 14.324,一区TOP期刊,通讯 14. Generative Enhancement-based Similarity Prediction Hashing for Image Retrieval , International Conference on Parallel and Distributed Systems (ICPADS) , 2023 , EI , CCF-C,通讯 15. 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 16. 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 17. Scalable Distributed Hashing for Approximate Nearest Neighbor Search , IEEE Transactions on Image Processing (TIP) , 2022 , SCI , IF: 10.856, 一区TOP期刊, CCF-A,一作 18. Hash Learning with Variable Quantization for Large-scale Retrieval , IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) , 2022 , SCI , IF: 4.685, 一区TOP期刊, CCF-B,一作 19. Fast kNN Search in Weighted Hamming Space with Multiple Tables , IEEE Transactions on Image Processing (TIP) , 2021 , SCI , IF: 10.856, 一区TOP期刊, CCF-A,共同一作 20. A Comprehensive Survey on Image Dehazing Based on Deep Learning , International Joint Conferences on Artificial Intelligenc (IJCAI) , 2021 , CCF-A,通讯 21. Deep Cross-modal Supervised Hashing based on Joint Semantic Matrix , International Conference on Network and System Security (NSS) , 2021 , 通讯 22. Learning to Hash with Dimension Analysis based Quantizer for Image Retrieval , IEEE Transactions on Multimedia (TMM) , 2020 , SCI , IF: 6.513, 一区TOP期刊, CCF-B,一作 23. General Distributed Hash Learning on Image Descriptors for k-Nearest Neighbor Search , IEEE Signal Processing Letters (SPL) , 2019 , SCI , IF: 3.109, CCF-C,一作 24. Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey , IEEE Access , 2018 , SCI , IF: 3.367,一作 25. Hash Ranking with Weighted Asymmetric Distance , IEEE Transactions on Computational Imaging (TCI) , 2017 , SCI , IF: 3.49,一作 26. 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 27. WARank:Weighted Asymmetric Ranking for Approximate Nearest Neighbor Search , IEEE International Conference on Computer and Information Technology (CIT) , 2015 , 一作

学术兼职

青岛市合肥路小学副校长,综合业务网理论及关键技术国家重点实验室客座研究人员,威海市驰云网络科技有限公司协同创新工程师 山东省人工智能学会理事,CSIG-机器视觉专委会委员,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

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