王崎
发布人：公共大数据国家重点实验室  发布时间：2024-04-02   浏览次数:9316

王崎 特聘教授C岗

硕士生导师

电子邮件：qiwang@gzu.edu.cn

通信地址：贵州省贵阳市贵州大学西校区崇厚楼718

研究领域：人工智能、多模态、智能体、智慧农业

招生专业：电子信息、软件工程、计算机科学与技术

招生方向：大数据智能应用方向

个人主页：http://qiwang.me/

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个人简介

           王崎，特聘教授，硕士生导师，目前就职于贵州大学公共大数据国家重点实验室，清华大学访问学者，获得贵州省青年科技拔尖人才项目，科协青年托举人才项目，贵州省高层次留学人才项目，贵阳贵安科技人才项目，贵州大学科研创新团队负责人。博士在读期间成为广东省和比利时林堡省在国际教育合作方面的第一位联合培养博士研究生，并于2020年12月获得国内工学博士学位，2021年2月获得国外工程技术博士学位。长期从事计算机视觉和智慧农业的相关研究，截至至今作为第一或者通讯作者发表SCI或CCF学术论文50篇（其中SCI 1区和CCF A类论文33篇，SCI 2区和CCF B类论文9篇），主持承担了国家数据局高质量数据集先行先试项目，2项国家自然科学基金，以及3项省部级课题，曾多次获得了国际国内的知名科研竞赛奖项，获28项中国发明专利授权，主持并完成了一项比利时国际双边科学合作项目，为中比双方科研合作奠定了良好的基础，申请人作为第一完成人领衔的《复杂环境下农业病害的多模态大数据精准鉴定技术研究》获得2024年中国国际大数据博览会十大领先科技成果奖，第一完成人领衔2025年度中国青年科技创新“揭榜挂帅”擂台赛获全国一等奖。指导本科生发表多篇SCI 1区论文，指导本科和硕士生获得全国大学生挑战杯（大挑）全国特等奖以及全国一等奖多项。此外，担任Journal of Integrative Agriculture 执行编辑, Plant Phenomics 青年编委，30多个国际顶级会议和期刊的审稿人，如TIP, TCSVT, TCYB, TNNLS, TMM, TKDD, PR, Plant Phenomics, COMPAG, EAAI等等。当前依托国家重点实验室的优势与清华大学、香港科技大学、中国科学技术大学相关团队老师共同联合指导学生，共同助力学生论文的发表和产出。

           招生意向：招收对人工智能、大数据方向、计算机视觉感兴趣的研究生。优秀者可推荐至腾讯优图、京东研究院等知名单位实习。对有读博意向的同学，非常优秀者可推荐至清华大学、香港理工大学、比利时鲁汶大学等全球排名前100的知名高校读博，并辅助其申请留学生奖学金。此外，欢迎本科生来本课题组开展科研任务和本科毕业设计，感兴趣者请邮件联系。

发表论文

  • [1] Gunarathna R.D.S. Madushani, Xue Wu, Wikum H. Jayasinghe, Qi Wang, Kumar Vinit, Ge-Fei Hao*. Harnessing eCISs for precision phytomicrobiome engineering and biocontrol. FEMS Microbiology Reviews, 2026.02. (通讯作者, IF: 12.3, SCI 1)

  • [2] Chaojie Chen, Xingcai Wu, Yuanyuan Xiao, Peijia Yu, Qi Wang*. DHS-ViG: Dynamic Hierarchical Selective Graph for Comprehensive and Robust Feature Perception. Neurocomputing, 2026.03. (通讯作者, IF: 6.5, SCI 2)

  • [3] Xingcai Wu, Qiaoling Wan, Ya Yu, Yujiao Dan, Hanying Xie, G.M.A.D Sirishantha, Qi Wang, Gefei Hao, Yongjin Liu. LesionDiff: synthetic data via lesion information transfer diffusion model facilitates plant disease diagnosis. The Crop Journal, 2026.03. (通讯作者, IF: 5.6, SCI 1, Top)

  • [4] Yushan Xie, Xinyu Dong, Kejun Zhao, G.M.A.D Sirishantha, Yuanyuan Xiao, Peijia Yu, Changyuan Zhai, Qi Wang*. Plant disease phenotype captioning via zero-shot learning with semantic correction based on LLM. Journal of Integrative Agriculture, 2026.02. (通讯作者, IF: 4.8, SCI 1, Top)

  • [5] Xiaoyang Wan, Yuxiang Wang, Xinyu Dong, Lufu Qin, Xixuan Luo, Peijia Yu, Liang Lei, Chao Sun, ASA Salgadoe, Jingjing Jiang, Qi Wang*. Leaf-Detr: Progressive Adaptive Network with Lower Matching Cost for Dense Leaves Detection. Plant Phenomics, 2026.01. (通讯作者, IF: 7.6, SCI 1, Top)

  • [6] Khadija Javed, Guy Smagghe, Qi Wang, Humayun Javed, Yong Wang*. Artificial intelligence in crop protection: revolutionizing agriculture for a sustainable future. Information Processing in Agriculture, 2025 Dec. (通讯作者, IF: 7.4, SCI 1，TOP)

  • [7] Huiyang Hong, Xinkai Wu , Hongyu Sun , Chaoyang Xie , Qi Wang*. Learning Hierarchical Interaction for Accurate Molecular Property Prediction. Communications Chemistry, 2025 Dec. (通讯作者, IF: 6.2, SCI 1，TOP)

  • [8] Chaoyang Xie, Junhu Xu, Guangyi Huang, Shihang Wang, Mutian He, Xinyu Dong, Huiyang Hong, Xiaojun Yao, Qi Wang, Yuquan Li. Spectral Decomposition of Chemical Semantics for Activity Cliffs-Aware Molecular Property Prediction. Advanced Science, 2025 Dec. (通讯作者, IF: 14.1, SCI 1，TOP)

  • [9] Chaojie Chen, Xingcai Wu, Wu Liu, Qi Wang*. AdaptiveMamba: Comprehensive Visual Representation Learning with Adaptive Semantic Perception. Knowledge-Based Systems, 2025 Dec. (通讯作者, IF: 7.5, SCI 1，TOP)

  • [10] Chaojie Chen, Xingcai Wu, Jinxiang Lai, Ran Yi, Minjing Yu, Yongbin Qin, Yong-Jin Liu, Qi Wang*. GMamba: Focused and Flexible Visual Perception via Adaptive Integration of State Space Models and Graph Neural Networks. IEEE Transactions on Emerging Topics in Computational Intelligence, 2025 Nov. (通讯作者, IF: 6.5, SCI 2)

  • [11] Yujiao Dan, Xingcai Wu, Ya Yu, Ziang Zou, R.D.S.M Gunarathna, Peijia Yu, Yuanyuan Xiao, Qi Wang. DKP-ADS: domain knowledge prompt combined with multi-task learning for assessment of foliar disease severity in staple crops. The Crop Journal, 2025 Otc. (通讯作者, IF: 5.6, SCI 1, Top)

  • [12] Xingcai Wu, Jiawei Zhang, Ziang Zou, Chaojie Chen, Ya Yu, Peijia Yu, Yuanyuan Xiao, Qi Wang, W.M.W.W. Kandegama, Gefei Hao*. PlantIF: Multimodal Semantic Interactive Fusion for Plant Disease Diagnosis. Plant Phenomics, 2025 Sep. (通讯作者, IF: 7.6, SCI 1, Top)

  • [13] Yongjun Zhou, Qinglei Li, Chenyang Wu, Yuanyuan Xiao, Yuquan Li, Qi Wang. A Generalized CNN Decision Boundary Theory Based On Non-Euclidean Space. Applied Intelligence, 2025 August. (通讯作者, IF: 3.5, SCI 3)

  • [14] Hui Zhang, Haoxuan Su, Tie Shen, Guangyao Sun and Qi Wang*. Integrating PROSPECT-D physics and adversarial domain adaptation resnet for robust cross-ecosystem plant traits estimation. Frontiers in Plant Science, 2025 July. (通讯作者, IF: 4.8, SCI 2)

  • [15] Lufu Qin, Xingcai Wu, Xinyu Dong, Huan Wang, Tingwei Yang, Qi Wang*. PDD-AGENT: MULTIMODAL LARGE LANGUAGE MODEL-DRIVEN AI AGENT FOR ENHANCED PLANT DISEASE DIAGNOSIS. ICIP, 2025. (通讯作者, CCF C)

  • [16] Ya Yu, Xingcai Wu, Peijia Yu, Qiaoling Wan, Yujiao Dan, Yuanyuan Xiao, and Qi Wang*. Location-guided Lesions Representation Learning via Image Generation for Assessing Plant Leaf Diseases Severity. Plant Phenomics, 2025.05. (通讯作者, IF: 7.6, SCI 1, Top)

  • [17] Yazhou Wang, Tianhan Zhang, Xingcai Wu, Qinglei Li, Yuquan Li, and Qi Wang*. TPDNet: Triple phenotype deepen networks for Monocular 3D Object Detection of Melons and Fruits in Fields. Plant Phenomics, 2025.04. (通讯作者, IF: 7.6, SCI 1, Top)

  • [18] Yang Huang, Xingcai Wu, Zhenbo Liu, Qi Wang, Shichao Jin, Chaoyang Xie, Gefei Hao. Multimodal Weed Infestation Rate Prediction Framework for Efficient Farmland Management. Computers and Electronics in Agriculture, 2025.04. (通讯作者, IF: 7.7, SCI 1, Top)

  • [19] Zhixun Pei, Xingcai Wu, Xue Wu, Yuanyuan Xiao, Peijia Yu, Zhenran Gao, Qi Wang*, and Wei Guo. Segmenting Vegetation from UAV Images via Spectral Reconstruction in Complex Field Environments. Plant Phenomics, 2025.03. (通讯作者, IF: 7.6, SCI 1, Top)

  • [20] Xinyu Dong, Qi Wang#*, et al. From Global to Hybrid: A Review of Supervised Deep Learning for 2D Image Feature Representation. IEEE Transactions on Artificial Intelligence, 2025.01. (通讯作者)

  • [21] Guojun Chen, Panfeng Chen, Qi Wang, Hui Li, Xin Zhou, Xibin Wang, Aihua Yu,Xingzhi Deng. EMGE: Entities and Mentions Gradual Enhancement with semantics and connection modelling for document-level relation extraction. Knowledge-Based Systems,2024. (通讯作者，IF:7.2, SCI 1, Top)

  • [22] Kejun Zhao, Xingcai Wu, Yuanyuan Xiao, Sijun Jiang, Peijia Yu, Yazhou Wang, Qi Wang*. PlanText: Gradually Masked Guidance to Align Image Phenotype with Trait Description for Plant Disease Texts. Plant Phenomics, 2024. (通讯作者, IF: 7.6, SCI 1, Top)

  • [23] Qinglei Li, Qi Wang*, Yongbin Qin, Xinyu Dong, Xingcai Wu, Shiming Chen, Wu Liu, Yong-Jin Liu, Jiebo Luo. DRC: Discrete Representation Classifier with Salient Features via Fixed-prototype. IEEE Transactions on Circuits and Systems for Video Technology, 2024. (通讯作者, IF: 8.4, CCF B, SCI 1, Top)

  • [24] Sijun Jiang, Xingcai Wu, Qi Wang, Zhixun Pei, Yuxiang Wang, Jian Jin, Ying Guo, Runjiang Song, Liansheng Zang, Yong-Jin Liu, Gefei Hao. Auto-LIA: The Automated Vision-based Leaf Inclination Angle Measurement System Improves Monitoring of Plant Physiology. Plant Phenomics, 2024. (通讯作者, IF: 7.6, SCI 1, Top)

  • [25] Yaoxi Li, Xingcai Wu, Qi Wang, Zhixun Pei, Kejun Zhao, Panfeng Chen, Gefei Hao. CSNet: A Count-supervised Network via Multiscale MLP-Mixer for Wheat Ear Counting. Plant Phenomics, 2024. (通讯作者, IF: 7.6, SCI 1, Top)

  • [26] Hongyu Deng, Yushan Xie, Qi Wang*, Jianjun Wang, Weijian Ruan, Wu Liu, YongJin Liu. CDKM: Common and Distinct Knowledge Mining Network with Content Interaction for Dense Captioning. IEEE Transactions on Multimedia, 2024. (通讯作者, IF: 7.3, CCF B, SCI 1, Top)

  • [27] Han Chen, Qi Wang∗, Kailin Xie, Liang Lei, Xue Wu. MPF-Net: Multi-Projection Filtering Network for Few-Shot Object Detection. Applied Intelligence, 2024. (通讯作者, IF: 5.3, CCF C, SCI 2)

  • [28] Jinxiang Zhu#, Qi Wang#*, et al. FSNA: Few-Shot Object Detection via Neighborhood Information Adaption and All Attention. IEEE Transactions on Circuits and Systems for Video Technology, 2024. (共一和通讯, IF: 8.4, CCF B, SCI 1, Top)

  • [29] He Yuze, Bai Yushi, Lin Matthieu, Sheng Jenny, Hu Yubin, Wang Qi, Wen Yu-Hui, Yong-Jin Liu*. Text-Image Conditioned Diffusion for Consistent Text-to-3D Generation. CAGD, 2024:102292. (通讯作者, 指导清华博士生发表CCF B类期刊)

  • [30] Han Chen, Qi Wang*, Kailin Xie, Liang Lei, Matthieu Gaetan Lin, Tian lv, Yongjin Liu, Jiebo Luo. SD-FSOD: Self-Distillation Paradigm via Distribution Calibration for Few-Shot Object Detection. IEEE Transactions on Circuits and Systems for Video Technology, 2023.(通讯作者, IF: 8.4, CCF B, SCI 1, Top)

  • [31] Xue Wu, Daohong Gong, Kejun Zhao, Dongyu Chen, Yangyang Gao, Qi Wang, Yawen Dong, Gefei Hao. Global research and development trends in plant growth regulators. Advanced Agrochem, 2023.11. (通讯作者)

  • [32] Yanming Miao, Xianghong Tang, Qi Wang, Liya Yu. GDENet: Graph Differential Equations Network for Traffic Flow Prediction. International Journal of Intelligent Systems, 2023, 7099652:16. (通讯作者, IF: 7.0, SCI 2, Top)

  • [33] Xinyu Dong#, Kejun Zhao#, Qi Wang#*, et al. PlantPAD: a platform for large-scale image phenomics analysis of disease in plant science. Nucleic Acids Research. 2023, gkad917. (共一和通讯, IF: 14.9, SCI 2, Top)

  • [34] Xingcai Wu, Kejun Zhao, Qianding Huang, Qi Wang*, Zhenguo Yang, Gefei Hao. MISL: Multi-grained Image-text Semantic Learning for Text-guided Image Inpainting. Pattern Recognition, 2024,145:109961. (通讯作者, IF: 8.0, SCI 1, CCF B, Top)

  • [35] Ting Wen, Jian-Hong Li, Qi Wang, Yang-Yang Gao, Ge-Fei Hao*, and Bao-An Song. Thermal imaging: The digital eye facilitates high-throughput phenotyping traits of plant growth and stress responses. Science of The Total Environment, 2023, 899:165626. (通讯作者, IF: 9.8, SCI 1, Top)

  • [36] Qianding Huang, Xingcai Wu, Qi Wang, Xinyu Dong, Liang Lei, Xue Wu, Yangyang Gao, and Ge-Fei Hao. Knowledge Distillation Facilitates the Lightweight and Efficient of Plant Diseases Detection Model. Plant Phenomics, 2023, 5:0062. (通讯作者, IF: 6.961, SCI 1, Top)

  • [37] Xinyu Dong, Qi Wang, Qianding Huang, Qinglong Ge, Kejun Zhao, Xingcai Wu, Xue Wu, Liang Lei, and Ge-Fei Hao. PDDD-PreTrain: A series of common-used pre-trained models support image-based plant disease diagnosis. Plant Phenomics, 2023, 5:0054. (通讯作者, IF: 6.961, SCI 1, Top)

  • [38] Haolin Chen, Qi Wang, Weijian Ruan, Jingxiang Zhu, Liang Lei, Xue Wu, Gefei Hao. ALFPN: Adaptive Learning Feature Pyramid Network for Small Object Detection. International Journal of Intelligent Systems, 2023, 04:6266209. (通讯作者, IF: 8.993, SCI 2, Top)

  • [39] Xue Wu, Hongyu Deng, Qi Wang, YangYang Gao, Liang Lei, Ge-Fei Hao. Meta-learning Shows Great Potential in Plant Diseases Recognition Under Few Available Samples. Plant Journal. 2023, 03. (通讯作者, IF: 7.091, SCI 1, Top)

  • [40] Qi Wang, JianJun Wang, Hongyu Deng, Xue Wu, Yazhou Wang, Gefei Hao. AA-Trans: Core Attention Aggregating Transformer with Information Entropy Selector for Fine-grained Visual Classification. Pattern Recognition, 2023, 140:109547. (第一作者, IF: 8.518, SCI 1, CCF B, Top)

  • [41] Huizhou Zhou, Haoliang Zhao, Qi Wang, Gefei Hao, Liang Lei. Miper-MVS: Multi-scale Itearative Probability Estimation with Refinement for Efficient Multi-View Stereo. Neural Networks, 2023, 164: 351-362. (通讯作者, IF: 9.657, SCI 1, CCF B, Top)

  • [42] Qi Wang, Hongyu Deng, Xue Wu, Zhenguo Yang, Yun Liu, Yazhou Wang, Gefei Hao. LCM-Captioner: A Lightweight Text-based Image Captioning method with Collaborative Mechanism between Vision and Text. Neural Networks, 2023, 162: 318-329. (第一作者, IF: 9.657, SCI 1, CCF B, Top)

  • [43] Yancheng Sun, Yuling Chen, Peng Wu, Xuewei Wang, Qi Wang. DRL: Dynamic Rebalance Learning for Adversarial Robustness of UAV with Long-Tailed Distribution, Computer Communications, 2023, 205:14-23. (通讯作者, IF: 5.047, SCI 3)

  • [44] Yuling Chen, Hao Yang, Xuewei Wang, Qi Wang*, and Huiyu Zhou. 2023. GLH: From Global to Local Gradient Attacks with High-Frequency Momentum Guidance for Object Detection. Entropy 25, no. 3: 461. (通讯作者, IF: 2.738, SCI 3)

  • [45] Huang, Yang, Yuling Chen, Xuewei Wang, Jing Yang, and Qi Wang. Promoting Adversarial Transferability via Dual-Sampling Variance Aggregation and Feature Heterogeneity Attacks. Electronics. 2023, 12(3):767. (通讯作者, IF: 2.690, SCI 3)

  • [46] Zhou, Huizhou, Haoliang Zhao, Qi Wang, Liang Lei, Gefei Hao, Yusheng Xu, and Zhen Ye. 2022. EMO-MVS: Error-Aware Multi-Scale Iterative Variable Optimizer for Efficient Multi-View Stereo. Remote Sensing, 2022, 14(23):6085. (通讯作者, IF: 5.349, SCI 2, Top)

  • [47] Qi Wang, Jinxiang Lai, Luc Claesen, Zhengguo Yang, Liang lei, Wenyin Liu. A Novel Feature Representation: Aggregating Convolution Kernels for Image Retrieval. Neural Networks, 2020, 130: 1-10. (第一作者, IF: 9.657, SCI 1, CCF B, Top)

  • [48] Qi Wang, Xinchen Liu, Wu Liu, Anan Liu, Wenyin Liu, Tao Mei. MetaSearch: Incremental Product Search via Deep Meta-learning. IEEE Transactions on Image Processing, 2020, 29: 7549-7564. (第一作者, IF: 11.041, SCI 1, CCF A, Top)

  • [49] Qi Wang, Jinxiang Lai, Zhenguo Yang, Xu Kai, Kan Peipei, Liu Wenyin, Lei Liang. Improving Cross-dimensional Weighting Pooling with Multi-scale Feature Fusion for Image Retrieval. Neurocomputing, 2019, 363: 17-26. (第一作者, IF: 5.719, SCI 2, CCF B, Top)

  • [50] Qi Wang, Jingxiang Lai, et al. Beauty Product Image Retrieval Based on Multi-Feature Fusion and Feature Aggregation. In ACMMM, 2018, pp. 2063-2067. (第一作者, CCF A, Top)

科研项目

  • [1] 王崎，国家数据局，2025.09-2027.09，全国作物病虫草-农药多模态植物保护数据集，项目负责人，国家试点项目，在研

  • [2] 王崎，国家自然科学基金，2026.01-2028.12，面向农作物关键表型的空间离散细粒度感知与跨时空特征漂移学习研究，No. 62506089，主持，在研

  • [3] 王崎，国家自然科学基金，2022.01-2025.12，图像大数据的离散化表征理论和研究，No. 62162008，主持完成。

  • [4] 王崎，贵州山地作物病虫草农药多模态植物保护数据集，2023.01-2027.8，项目负责人，在研

指导学生获省一等奖以上

  • [1]第十九届“挑战杯”全国大学生课外学术科技作品竞赛，1项国家级一等奖

  • [2]第十八届“挑战杯”全国大学生课外学术科技作品竞赛，1项国家级特等奖

  • [3]第十四届蓝桥杯全国软件和信息技术专业人才大赛， 2023.06，1项省赛一等奖，1项国家级三等奖

  • [4]2022年大学生创新创业训练计划项目，2022.11，国家级立项

  • [5]2023中国大学生工程实践与创新能力大赛省赛，2023.11，贵州省特等奖及国家级银奖

  • [6]2023“华为杯”中国研究生数学建模竞赛，2023.11，2项国家级三等奖

  • [7]第十八届“挑战杯”全国大学生课外学术科技作品竞赛，2023.03，2项省赛一等奖

发明专利

  • [1]王崎，裴之蕈，等；发明实审：一种基于可见光图像的农业多光谱视觉重构方法；2022.10.28，CN202211329001.1

  • [2]王崎，黄前顶，等；发明授权：一种轻量化植物病虫害目标检测模型的构建和训练方法；2024.02.20，ZL202210769212.0

  • [3]王崎，吴兴财，等；发明授权：基于多粒度图文语义学习的文本引导图像修复模型及方法；2023.09.19，ZL202310796408.3

  • [4]王崎，李青雷，等；发明授权：一种基于特征向量的离散相似度匹配分类方法；2023.09.05，ZL202310756831.0

  • [5]张天瀚，王崎，等；发明授权：一种复杂场景下的作物三维目标检测方法；2023.09.01，ZL202310791383.8

  • [6]邓宏宇，王崎，等；发明授权：一种基于窗口自注意与多尺度机制的图像密集描述方法；2023.09.26，ZL202310822911.1

  • [7]王建军，王崎，等；发明授权：一种基于对比学习的少样本细粒度图像分类方法；2023.09.19，ZL202310878846.4

  • [8]王崎，吴晨阳，等；发明授权：一种基于小规模参数矩阵计算特征图边界的重构方法；2023.05.26，ZL202210229602.9

  • [9]王崎，颜润明，等；发明授权：一种基于通用振镜与视觉测速的飞行打标系统和控制方法；2023.09.15，ZL201710736104.2

  • [10]刘文印，王崎，等；发明授权：一种视频关键帧提取方法、系统及设备和存储介质；2023.07.28, ZL201810523467.2.

  • [11]刘文印，王崎，等；一种目标监测方法、系统及设备和存储介质;2024.02.20, ZL201810522083.9.

  • [12]肖源源，黄杨，王崎，等;一种基于多模态图像融合的杂草侵扰率预测方法，2024.05.22，ZL202410636283.2

  • [13]张邦梅，李耀羲，王崎，等;一种基于数量监督的农作物计数方法；2024.5.21，ZL202410629145.1

  • [14]陈攀峰，赵克君，王崎，等;一种基于语义保留与重构的图像文本控制描述生成方法；2024.5.24，ZL202410651350.8

  • [15]颜润明，王崎，等；一种在线视觉引导对位的激光打标系统和激光打标方法；2018.04.13，ZL201721066651.6.

  • [16]赖锦祥，钟嘉华，王崎，等；基于特征点匹配的自动测量系统及测量方法；2019.03.05，ZL201610407110.9.

  • [17]颜润明，雷亮，王崎，等；多尺度双轴旋转激光影像三维重构系统及其方法；2018.09.25，ZL201510980774.X.