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秦琦冰 (Qibing Qin)
个人简介：
潍坊学院计算机工程学院院长助理、副教授、硕士生导师、山东省高等学校青创团队带头人、潍坊市数据智能与先进计算重点实验室主任、校“杰青”计划支持人选、中国海洋大学访问学者、曲阜师范大学/齐鲁工业大学硕士生导师。博士毕业于中国海洋大学计算机应用技术专业，导师为魏志强教授和钱沄涛教授。主要从事计算机视觉、多媒体内容分析与检索以及深度学习等领域的研究，包括基于深度哈希学习的大规模图像检索、跨模态检索以及深度度量学习等。以第一作者或者通讯作者在ICLR、ICML、CVPR、AAAI、ACM MM等CCF-A类学术会议以及IEEE TKDE、IEEE TMM、IEEE TCSVT、ACM TOMM等国际高水平期刊上发表学术论文40余篇，入选ESI高被引论文2篇，CVRP2026 Highlight论文1篇。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项目/青年基金、校“杰青”专项计划等项目，参与多项国家重点研发计划、国家自然科学基金面上项目和青年基金。2024年9月获得潍坊市科学技术青年奖。
招生信息：
实验室目前有4名专职教师，10余名研究生以及若干本科生科研助理，依托于潍坊学院、曲阜师范大学和齐鲁工业大学每年可招生3-4名硕士研究生，实验室和谐融洽，整体学术氛围浓厚，通过三年培养，同学均能在CCF-A类会议、IEEE/ACM会刊、SCI一区Top期刊发表学术论文2~4篇，且综合能力显著提升，可继续深造读博或就职于知名企事业单位。 热忱欢迎计算机、软件工程、网络工程等工科类专业的同学加入实验室， 有兴趣者可以发邮件垂询送至qinbing@wfu.edu.cn或者TEL（微信）：15253671286，同时也特别欢迎本科生提前进入实验室进行科研训练，参与科研项目。
实验室可提供：
（1） 一对一科研指导，结合每位同学实际情况，可提供细致的个性化指导。
（2） 丰厚的科研奖励，目前实验室经费充足，可提供不低于国内985实验室的生活补贴和科研奖励。
（3） 充足的计算资源，依托于山东省智能物联与大数据工程实验室，课题组拥有RTX6000 Ada/RTX 3090/4080/4090等高性能工作站十余台，可满足各种科研任务需求。
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基本信息
工作单位：潍坊学院计算机工程学院
现任职称：副教授
电子邮箱：qinbing@wfu.edu.cn
办公地址：潍坊学院天一楼7326
讲授课程：算法设计与分析，软件工程，数据挖掘算法设计与分析
工作经历
2024/01-至今， 潍坊学院，计算机工程学院，副教授
2025/11-至今， 齐鲁工业大学，计算机科学与技术学部，硕士生导师
2023/11-至今， 曲阜师范大学，计算机学院，硕士生导师
2023/05-2023/12， 潍坊学院，计算机工程学院，准聘副教授
2022/10-至今， 中国海洋大学，计算机科学与技术学院，访问学者
2021/06-2023/12，潍坊学院，计算机工程学院，讲师
学术兼职
中国计算机学会（CCF）人工智能与模式识别专委委员
中国计算机学会（CCF）计算机视觉专委委员
中国计算机学会（CCF）多媒体技术专委委员
山东省计算机学会会员
目前担任IEEE TIP、IEEE TKDE、IEEE TNNLS、IEEE TCSVT、IEEE TMM、ACM TKDD等国际顶级期刊审稿人
科研项目
专利授权
发表论文（DBLP、ResearchGate）
# 指导学生，* 通讯作者
- Kun Cheng#, Qibing Qin*, Lei Huang. Deep Discriminative Structure Proxy Hashing for Cross-modal Retrieval. Forty-Third International Conference on Machine Learning 2026. (CCF-A类会议, 人工智能领域顶级学术会议) [Code]
- Hao Sun#, Qibing Qin*, Lei Huang. Robust Self-reflective Hashing for Cross-modal Retrieval with Noisy Label. Forty-Third International Conference on Machine Learning 2026. (CCF-A类会议, 人工智能领域顶级学术会议) [Code]
- Hao Sun#, Yadong Huo, Qibing Qin*, Wenfeng Zhang, Lei Huang. Intra-class Distribution-guided Generative Hashing with Neighbor Refinement for Cross-modal Retrieval. The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026. (CCF-A类会议, 人工智能和计算机视觉领域顶级学术会议, 入选Highlight论文) [Code]
- Qibing Qin, Meiling Ge, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Stochastic Spherical Hashing with von Mises-Fisher Distributions for Cross-Modal Retrieval. IEEE Transactions on Knowledge and Data Engineering, 2026, 1-14.（CCF-A类期刊，信息检索领域顶级期刊）[Code][PDF]
- Qibing Qin, Mingkun Dou, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Neighbor Discriminant Binary Embedding for Multi-Label Image Retrieval. IEEE Transactions on Multimedia, 2026.（中科院一区Top期刊，CCF-A类期刊）[Code][PDF]
- Xinyu Zhang#, Qibing Qin*, Wenfeng Zhang, Lei Huang. Deep Relational Knowledge Distillation Hashing via Relaxed Masking Triplet Optimization for Large-scale Image Retrieval. ACM Transactions on Multimedia Computing, Communications, and Applications, 2026. (CCF-B类期刊，多媒体领域权威期刊) [Code]
- Meiling Ge, Qibing Qin*, Wenfeng Zhang, Lei Huang. Generative Zero-Shot Hashing for Multi-Label Image Retrieval. ACM Transactions on Multimedia Computing, Communications, and Applications, 2026. (CCF-B类期刊，多媒体领域权威期刊) [Code][PDF]
- Shuo Han#, Qibing Qin*, Jinkui Hou, Wenfeng Zhang, Lei Huang. Deep SoftTriple Hashing for Multi-Label Cross-modal Retrieval. Neural Networks, 2026: 108713. (CCF-B类期刊，人工智能领域权威期刊) [Code][PDF]
- Kun Cheng#, Qibing Qin*, Wenfeng Zhang, Lei Huang, and Jie Nie. Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval. The Fourteenth International Conference on Learning Representations, 2026, 1-22.（CCF-A类会议, 人工智能领域顶级会议）[Code][PDF]
- Kun Cheng#, Qibing Qin*, Wenfeng Zhang, Lei Huang, and Jie Nie. Deep Distance Weighted Sampling Hashing for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2026.（中科院一区Top期刊，CCF-A类期刊）[Code][PDF]
- Shuo Han#, Qibing Qin*, Wenfeng Zhang, Lei Huang. Deep Uncertainty-aware Probabilistic Hashing for Cross-modal Retrieval. ACM Transactions on Multimedia Computing, Communications, and Applications, 2026. (CCF-B类期刊，多媒体领域权威期刊) [Code][PDF]
- Shuo Han#, Qibing Qin*, Kezhen Xie, Wenfeng Zhang, Lei Huang. Polysemic Semantic Instance Network for Cross-Modal Hashing. Proceedings of the AAAI conference on Artificial Intelligence, 2026. (CCF-A/CAAI-A类会议, 人工智能领域顶级学术会议) [Code][PDF]
- Qibing Qin, Lei Wu, Wenfeng Zhang, Huihui Zhang, Lei Huang, and Jie Nie. Deep Semantic Tuplet-based Hashing by Hypergraph Modeling for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2025.（中科院一区Top期刊，CCF-A类期刊）[Code][PDF]
- Yadong Huo#, Qibing Qin*, Wenfeng Zhang, and Lei Huang. Ranking-oriented cross-modal hashing. Engineering Applications of Artificial Intelligence, 2025: 112195. （中科院一区Top期刊，CCF-C类期刊）[Code][PDF]
- Yongyue Fu#, Qibing Qin*, Jinkui Hou, Congcong Zhu, Lei Huang, and Wenfeng Zhang. Deep Asymmetric Semantic Hashing with Probability Shifting for Multi-Label Image Retrieval. Expert Systems with Applications, 2025: 129577.（中科院一区Top期刊，CCF-C类期刊）[Code][PDF]
- Kun Cheng#, Qibing Qin*, Wenfeng Zhang, Lei Huang, and Jie Nie. Deep Probabilistic Binary Embedding via Learning Reliable Uncertainty for Cross-Modal Retrieval. The ACM International Conference on Multimedia (ACM MM), 2025. (CCF-A类会议, Oral) [Code][PDF]
- Yadong Huo#, Qibing Qin*, Wenfeng Zhang, Lei Huang, and Jie Nie. Factorized Transformer Hashing with Adaptive Routing for Large-scale Image Retrieval. The ACM International Conference on Multimedia (ACM MM), 2025. (CCF-A类会议) [Code][PDF]
- Xinzheng Sui, Lei Wu, Yadong Huo, Qibing Qin*, Lei Huang, Wenfeng Zhang. Deep semantic center-guided hashing for multi-label cross-modal retrieval. Expert Systems with Applications, 2026: 128747.（中科院一区Top期刊，CCF-C类期刊） [Code][PDF]
- Wenfeng Zhang, Xiangfei Cao, Lei Huang, Dengwei Yan, Qibing Qin*, Wei Hu. Domain-invariant multi-granularity feature learning for generalizable person re-identification. Knowledge-Based Systems, 2025: 113656. （中科院一区Top期刊，CCF-C类期刊）[Code][PDF]
- Qibing Qin, Yadong Huo, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Discriminative Boundary Hashing for Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 2025.（中科院一区Top期刊，CCF-B类期刊）[Code][PDF]
- Congcong Zhu, Qibing Qin*, Wenfeng Zhang, Lei Huang. Deep neighbor-coherence hashing with discriminative sample mining for supervised cross-modal retrieval. Expert Systems with Applications, 2025: 127365.（中科院一区Top期刊，CCF-C类期刊） [Code][PDF]
- Qibing Qin, Lei Wu, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Semantic-consistent Penalizing Hashing for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2025.（中科院一区Top期刊，CCF-A类期刊, ESI高被引论文）[Code][PDF]
- Runing Li, Jiangyan Dai, Qibing Qin, Chengduan Wang, Huihui Zhang, Yugen Yi. Texture and Structure-Guided Dual-Attention Mechanism for Image Inpainting. ACM Transactions on Multimedia Computing, Communications, and Applications, 2025.（中科院三区期刊，CCF-B类期刊）[Code][PDF]
- Meiling Ge, Chengduan Wang, Xueyang Qin, Jiangyan Dai, Lei Huang, Qibing Qin*, Wenfeng Zhang. Personalized Dual Transformer Network for sequential recommendation. Neurocomputing, 2025: 129244. （中科院二区期刊，CCF-C类期刊） [Code][PDF]
- Lei Wu#, Qibing Qin*, Jinkui Hou, Jiangyan Dai, Lei Huang, Wenfeng Zhang. Deep multi-similarity hashing via label-guided network for cross-modal retrieval. Neurocomputing, 2025, 616: 128830.（中科院二区期刊，CCF-C类期刊）[Code][PDF]
- Yadong Huo#, Qibing Qin*, Wenfeng Zhang, Lei Huang, Jie Nie. Deep Hierarchy-aware Proxy Hashing with Self-paced Learning for Cross-modal Retrieval. IEEE Transactions on Knowledge and Data Engineering, 2024.（CCF-A类期刊，信息检索领域顶级期刊）[Code][PDF]
- Renjie Pan, Ruisheng Ran, Wei Hu, Wenfeng Zhang, Qibing Qin*, and Shaoguo Cui. S3-Net: A Self-Supervised Dual-Stream Network for Radiology Report Generation. IEEE Journal of Biomedical and Health Informatics. 2024, 28(3): 1448-1459. (中科院一区Top期刊，CCF-C类期刊) [PDF]
- Wenfeng Zhang, Baoning Cai, Jianming Hu, Qibing Qin*, Kezhen Xie. Visual-textual Cross-modal Interaction Network for Radiology Report Generation. IEEE Signal Processing Letters, 2024. (中科院二区期刊，CCF-C类期刊) [Code][PDF]
- Yadong Huo#, Qibing Qin*, Jiangyan Dai, Wenfeng Zhang, Lei Huang, Chengduan Wang. Deep Neighborhood-aware Proxy Hashing with Uniform Distribution Constraint for Cross-modal Retrieval. ACM Transactions on Multimedia Computing, Communications, and Applications, 2024.（中科院三区期刊，CCF-B类期刊）[Code][PDF]
- Qibing Qin, Yadong Huo, Lei Huang, Jiangyan Dai, Huihui Zhang, Wenfeng Zhang. Deep Neighborhood-preserving Hashing with Quadratic Spherical Mutual Information for Cross-modal Retrieval. IEEE Transactions on Multimedia, 2024.（中科院一区Top期刊，CCF-A类期刊）[Code][PDF]
- Hongyan Zhou#, Qibing Qin*, Jinkui Hou, Jiangyan Dai, Lei Huang, Wenfeng Zhang. Deep global semantic structure-preserving hashing via corrective triplet loss for remote sensing image retrieval. Expert Systems with Applications, 2024, 238: 122105.（中科院一区Top期刊，CCF-C类期刊）[Code][PDF]
- Yadong Huo#, Qibing Qin*, Jiangyan Dai, Lei Wang, Wenfeng Zhang, Lei Huang, Chengduan Wang. Deep Semantic-aware Proxy Hashing for Multi-label Cross-modal Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 2023. （中科院一区Top期刊，CCF-B类期刊, ESI高被引论文）[Code][PDF]
- Qibing Qin, Kezhen Xie, Wenfeng Zhang, Chengduan Wang, Lei Huang. Deep neighborhood structure-preserving hashing for large-scale image retrieval. IEEE Transactions on Multimedia, 2023. （中科院一区Top期刊，CCF-A类期刊）
- Qibing Qin, Lei Huang, Kezhen Xie, Zhiqiang Wei, Chengduan Wang, Wenfeng Zhang. Deep Adaptive Quadruplet Hashing with Probability Sampling for Large-Scale Image Retrieval. IEEE Transactions on Circuits and Systems for Video Technology, 2023. （中科院一区Top期刊，CCF-B类期刊）
更新时间：2025/3/23