基本信息

王金桥  男  研究员 博导  中国科学院自动化研究所副总工程师 紫东太初大模型中心常务副主任 武汉人工智能研究院院长
电子邮件: jqwang@nlpr.ia.ac.cn
通信地址: 中科院自动化研究所
邮政编码: 100190

个人主页https://nlpr.ia.ac.cn/iva/homepage/jqwang/index.htm

王金桥,中科院自动化所副总工程师,研究员,博导,紫东太初大模型中心常务副主任,武汉人工智能研究院院长,中国科学院大学人工智能学院岗位教授。 一直从事视频图像分析、多模态大模型、自监督学习、目标检测与跟踪、细粒度识别、行为识别等方面的应用基础研究,同时也涉及了模式识别与机器学习方面的相关理论研究。作为中科院人工智能创新研究院“2035团队”跨模态通用人工智能平台负责人,带领团队研发了全球首个千亿参数“紫东太初”多模态大模型和大模型开放服务平台;提出了可变形Transformer、多粒度高效自监督学习、视觉多任务统一学习以及快速通用分割模型等多项关键技术,迈出了人工智能通用化的重要一步,荣获2022年世界人工智能大会最高奖项卓越引领者(SAIL)奖和2023年中国算力大会突破成果奖,被授予了中国科学院第四届科苑名匠团队。2008年6月博士毕业于中国科学院自动化所,现任中国技术创业协会技术创新工作委员会副理事长、国家数字家庭工程技术研究中心技术委员会委员、北京市信息化专家咨询委员会委员、图像图形协会机器视觉专委会委员、中国科学院大学创新创业学院双创导师、中国科学院大学继续教育学院特聘专家和华中科技大学客座教授。目前共发表论文260余篇,包括国际权威期刊IEEE T-PAMI、T-IP等50篇和国际重要会议NeurIPS、CVPR等200余篇。Google Scholar引用次数总计10145,H-index为45。已完成国家标准提案6项,参与国家、行业、团体标准制定10项,申请发明专利50余项;荣获北京市科技进步一等奖、北京市自然科学二等奖、吴文俊人工智能科技进步奖、华为天才少年桃李奖、中国发明创新银奖;获得新时代中国经济创新人物、武汉楷模、北京市高聚领军人才、广州市创新团队领军人才、山东省泰山领军人才和光谷3551领军人才等20余项技术奖项和荣誉称号。在图像和多模态识别领域获得国际竞赛冠军数十项;所研发的核心技术为产业服务,填补国内空白,已在华为、阿里、京东、联想、中国移动、中国电子进出口总公司、京东方、精伦、兆维集团、华润集团、国家电网、平安科技和杰创智能等多家上市公司产品中进行技术转移和应用,技术转化已形成数亿元产值。


研究领域

多模态大模型、自监督学习、目标检测与跟踪、工业视觉、具身智能、细粒度识别与检索、行为识别、模型轻量化

招生专业
081104-模式识别与智能系统
招生方向

多模态大模型、工业视觉、具身智能、通用检测分割、细粒度识别与检索、模型轻量化等

学术任职

担任《计算机与网络》编委会委员、International Conference on Internet Multimedia Computing and Service(ICIMCS2009)出版主席;担任ICME2011和MMM2011、PCM2011、ICIP2014和ACM Multimedia 2015的程序委员会委员;担任IEEE Trans. on Multimedia、Computer Vision and Image Understanding、Multimedia Systems、IEEE Trans. Circuits and Systems for Video Technology、Neurocomputing等国际期刊杂志以及CVPR、ICME、ICIP、ICPR、ACCV、MMM、PCM、ACM Multimedia等国际会议的审稿人。


教育背景

2004-09--2008-07   中科院自动化研究所   博士
2001-09--2004-07   天津大学   硕士

工作经历

   
工作简历
2016-10~现在, 中国科学院自动化所, 研究员
2011-10~2016-09,中科院自动化研究所, 副研究员
2008-07~2011-10,中科院自动化研究所, 助理研究员
社会兼职
2021-08-31-今,无锡惠山经济技术开发区“未来产业科学家智库”委员会, 青年科学家
2021-03-04-今,《计算机与网络》第九届编委会, 委员
2019-03-01-今,国家数字家庭工程技术研究中心技术委员会, 委员
2018-08-01-今,北京市信息化专家委员会, 委员
2018-06-01-今,中国技术创业协会技术创新工作委员会, 副理事长
2017-10-28-今,图像图形协会机器视觉专委会, 委员

教授课程

图像与视频检索

专利与奖励

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奖励信息
(1) 中国科学院科苑名匠, 省级, 2023
(2) 2022 年IEEE BigData 道路病害检测竞赛, 一等奖, 其他, 2022
(3) 北京市科技进步一等奖, 一等奖, 省级, 2022
(4) 世界人工智能大会SAIL奖, 特等奖, 部委级, 2022
(5) 2020 CVPR 视觉理解全球竞赛, 二等奖, 其他, 2020
(6) 2020 CVPR 反无人机跟踪全球竞赛, 二等奖, 其他, 2020
(7) VICP国际车纹识别挑战赛, 一等奖, 其他, 2019
(8) VideoNet全球视频挑战赛, 一等奖, 其他, 2019
(9) 中科院科技成果转化二等奖, 二等奖, 院级, 2018
(10) 吴文俊人工智能科技进步奖, 二等奖, 国家级, 2018
(11) 2018全球AI挑战赛, 一等奖, 其他, 2018
(12) 上海BOT视觉识别大赛, 一等奖, 其他, 2016
专利成果
[1] 朱炳科, 朱贵波, 古兆鹏, 王金桥, 陈盈盈. 目标异常检测方法及装置. CN: CN117173530A, 2023-12-05.
[2] 朱贵波, 李宗树, 吴凌翔, 易东, 刘智威, 葛国敬, 王金桥. 指令微调多模态大模型的图像细粒度描述方法及系统. CN: CN117423108A, 2024-01-19.
[3] 葛国敬, 朱贵波, 赵旭, 吴凌翔, 王金桥. 模拟芯片自动化布局模型训练方法及自动化布局方法. CN: CN117422037A, 2024-01-19.
[4] 王金桥, 葛国敬, 朱贵波, 赵旭, 吴凌翔. 模拟芯片自动化布线模型训练方法及自动化布线方法. CN: CN117422041A, 2024-01-19.
[5] 黄志强, 陈庭威, 吴凌翔, 王金桥. 小语料语音克隆方法及装置. CN: CN117059065A, 2023-11-14.
[6] 刘智威, 陈琦, 吴凌翔, 王金桥. 图像生成方法、装置及存储介质. CN: CN117197268A, 2023-12-08.
[7] 连欢, 宁垚, 吴凌翔, 王金桥. 一种文生图多模态主动交互方法. CN: CN117036519A, 2023-11-10.
[8] 陈庭威, 唐帅, 吴凌翔, 王金桥. 基于说话人特征的鉴伪模型训练方法. CN: CN116959487A, 2023-10-27.
[9] 易东, 高远, 吴凌翔, 朱贵波, 王金桥. 一种基于多边形回归的物体分割方法. CN: CN117173403A, 2023-12-05.
[10] 易东, 胡涛, 吴凌翔, 朱贵波, 王金桥. 图像配准方法、装置及存储介质. CN: CN116977381A, 2023-10-31.
[11] 刘智威, 曾豪, 王金桥. 语音驱动唇形生成方法、装置及存储介质. CN: CN117115315A, 2023-11-24.
[12] 朱贵波, 朱炳科, 古兆鹏, 陈盈盈, 王金桥. 异常检测模型训练方法、异常检测方法、装置及电子设备. CN: CN116403077B, 2023-08-15.
[13] 朱贵波, 朱炳科, 古兆鹏, 陈盈盈, 王金桥. 异常检测模型训练方法、异常检测方法、装置及电子设备. CN: CN116403077A, 2023-07-07.
[14] 朱宽, 郭海云, 王金桥, 唐明. 图像识别方法、装置、电子设备和存储介质. CN: CN116740414A, 2023-09-12.
[15] 郭海云, 闫天翊, 王金桥, 唐明. 视觉检索模型的无监督训练方法、装置和电子设备. CN: CN116089652B, 2023-07-18.
[16] 王金桥, 李宗树, 朱贵波, 吴凌翔, 刘智威, 葛国敬. 一种目标检测方法、装置、设备及存储介质. CN: CN115953665A, 2023-04-11.
[17] 朱优松, 李朝闻, 陈志扬, 赵朝阳, 唐明, 王金桥. 图像重建模型的迭代方法和图像重建方法. CN: CN116030156B, 2023-07-18.
[18] 赵朝阳, 王金桥, 郭海云. 人脸识别模型的训练方法、装置、设备和存储介质. CN: CN115953819A, 2023-04-11.
[19] 赵朝阳, 王金桥, 郭海云. 人脸识别模型的训练方法、装置、设备和存储介质. CN: CN115953819B, 2023-08-15.
[20] 谭颖韬, 汪翔, 黄珊, 王童, 朱优松, 陈盈盈, 王金桥. 字幕识别方法、装置、设备、存储介质及程序产品. CN: CN117218635A, 2023-12-12.
[21] 谭颖韬, 汪翔, 黄珊, 朱优松, 陈盈盈, 王金桥. 视频处理方法、装置、计算机设备和存储介质. CN: CN117253164A, 2023-12-19.
[22] 吴凌翔, 王金桥, 牛蕴方. 图像生成方法、图像去噪模型的训练方法和设备. CN: CN115222630A, 2022-10-21.
[23] 吴凌翔, 王金桥, 牛蕴方. 图像生成方法、装置和电子设备. CN: CN115018954A, 2022-09-06.
[24] 郭海云, 王金桥, 唐明, 朱宽. 行人重识别模型训练方法、行人重识别方法、装置和设备. CN: CN115082966A, 2022-09-20.
[25] 朱优松, 陈志扬, 赵朝阳, 李朝闻, 王金桥, 唐明. 目标检测方法、装置、电子设备及存储介质. CN: CN115100419A, 2022-09-23.
[26] 朱优松, 陈志扬, 赵朝阳, 李朝闻, 王金桥, 唐明. 图像分析方法、装置及电子设备. CN: CN115082430A, 2022-09-20.
[27] 朱贵波, 李宗树, 葛国敬, 赵旭, 王金桥. 少样本目标检测方法、装置和电子设备. CN: CN114861842A, 2022-08-05.
[28] 朱贵波, 李宗树, 葛国敬, 赵旭, 王金桥. 少样本目标检测方法、装置和电子设备. CN114861842b, 2022-10-28.
[29] 朱优松, 李朝闻, 赵朝阳, 陈志扬, 王金桥. 掩码图像模型训练方法、掩码图像内容预测方法和设备. CN: CN114842307A, 2022-08-02.
[30] 郭海云, 吴畏, 王金桥, 唐明. 基于一致性损失的细粒度图像模型训练及识别方法和装置. CN: CN114821203A, 2022-07-29.
[31] 郭海云, 伍虹燕, 王金桥. 基于粗标签辅助的半监督细粒度图像识别方法和设备. CN: CN115294350B, 2023-08-04.
[32] 郭海云, 伍虹燕, 王金桥. 基于粗标签辅助的半监督细粒度图像识别方法和设备. CN: CN115294350A, 2022-11-04.
[33] 葛国敬, 王金桥, 朱贵波. 图像生成器的训练方法、装置、电子设备和可读存储介质. CN: CN114782291A, 2022-07-22.
[34] 葛国敬, 朱贵波, 王金桥. 基于生成对抗网络的人脸修复方法、装置及存储介质. CN: CN114862699A, 2022-08-05.
[35] 王金桥, 葛国敬, 朱贵波. 图像扫描识别方法、装置及电子设备. CN: CN114429636A, 2022-05-03.
[36] 王金桥, 葛国敬, 朱贵波. 基于Transformer的非接触式呼吸率测量方法. CN114343612B, 2022-05-24.
[37] 王金桥, 葛国敬, 朱贵波. 基于transfomer的非接触式呼吸率测量方法. CN: CN114343612A, 2022-04-15.
[38] 赵旭, 王金桥, 赵朝阳, 丁文超. 一种多层级目标检测方法及系统. CN: CN114333040A, 2022-04-12.
[39] 陈盈盈, 周鲁, 王金桥, 王海鑫. 人体姿态估计方法、装置、电子设备及存储介质. CN: CN114140831A, 2022-03-04.
[40] 李朝闻, 朱优松, 杨帆, 李韡, 赵朝阳, 陈志扬, 吴立威, 赵瑞, 唐明, 王金桥. 模型训练及图像处理方法、装置、设备、存储介质. CN: CN114419374A, 2022-04-29.
[41] 陈志扬, 朱优松, 杨帆, 李韡, 李朝闻, 赵朝阳, 陈盈盈, 朱贵波, 吴立威, 赵瑞, 王金桥, 唐明. 图像处理、缺陷检测方法及装置、电子设备和存储介质. CN: CN114255221A, 2022-03-29.
[42] 陈志扬, 朱优松, 杨帆, 李韡, 李朝闻, 赵朝阳, 陈盈盈, 朱贵波, 吴立威, 赵瑞, 王金桥, 唐明. 图像处理、缺陷检测方法及装置、电子设备和存储介质. CN: CN114299296A, 2022-04-08.
[43] 陈盈盈, 朱炳科, 王金桥, 唐明, 黄吟月. 一种图像分类方法、装置、电子设备及存储介质. CN: CN114120034A, 2022-03-01.
[44] 王金桥, 葛国敬, 朱贵波. 基于通用视觉预训练模型的图像质量评价方法及系统. CN113743332B, 2022-03-25.
[45] 陈盈盈, 周鲁, 胡益珲, 王金桥. 基于自适应时空纠缠的视频行为识别方法、系统、设备. CN: CN113435430A, 2021-09-24.
[46] 葛国敬, 朱贵波, 王金桥. 基于Transformer的非接触式心率测量方法. CN: CN113408508B, 2021-11-30.
[47] 王金桥, 张森, 郭海云, 蔡岗, 凃鸣非, 张慧辰, 尤冬海, 杨卓敏. 基于关键点检测和局部特征对齐的车辆重识别方法. CN: CN112990152A, 2021-06-18.
[48] 陈盈盈, 朱炳科, 王金桥, 唐明, 黄吟月. 一种图像分类方法、装置、电子设备及存储介质. CN: CN112801238A, 2021-05-14.
[49] 朱优松, 葛翔, 赵朝阳, 王金桥, 赵会盼, 王文帅, 高跃清. 一种目标识别方法及装置、计算机存储介质. CN: CN115035379A, 2022-09-09.
[50] 郭海云, 温馨, 王金桥, 唐明, 伍虹燕. 基于分布学习的自适应方差和权重的人脸年龄估计方法. CN: CN112560823A, 2021-03-26.
[51] 葛国敬, 朱贵波, 王金桥. 基于端到端网络的非接触式心率测量方法、系统和装置. CN: CN112200162A, 2021-01-08.
[52] 陈盈盈, 冯文霓, 王金桥. 基于多属性融合的分布式车牌识别方法、系统、装置. CN: CN112200193A, 2021-01-08.
[53] 陈盈盈, 张小梅, 王金桥, 唐明. 基于部位上下文的人体属性图像分类方法、系统和装置. CN: CN111783754B, 2020-12-08.
[54] 郭海云, 王金桥, 伍虹燕. 基于图网络的多粒度特征学习的图像精细分类方法及系统. CN: CN111814920B, 2021-01-05.
[55] 郭海云, 朱宽, 王金桥, 唐明. 基于语义一致水平条和前景修正的行人重识别方法. CN: CN111783753B, 2020-12-15.
[56] 陈盈盈, 郑林宇, 王金桥, 卢汉清. 基于深度学习和判别式模型训练的目标跟踪方法及存储器. CN: CN111815681A, 2020-10-23.
[57] 陈盈盈, 周鲁, 王金桥, 卢汉清. 基于空间变换信息传递的人体关键点检测方法与系统. CN: CN111783755B, 2021-01-05.
[58] 郭海云, 王金桥, 伍洪燕. 基于图网络的多粒度特征学习的精细分类方法及系统. CN: CN111814920A, 2020-10-23.
[59] 陈盈盈, 朱炳科, 王金桥, 唐明. 基于深度解耦的人体实例解析方法、系统. CN: CN111738174A, 2020-10-02.
[60] 郭海云, 王金桥, 唐明, 刘松岩. 基于特征对抗学习和自相似性聚类的跨域目标重识别方法. CN: CN111738172B, 2021-02-12.
[61] 郭海云, 王金桥, 唐明, 刘松岩. 基于循环一致性的无监督人体姿态迁移方法、系统及装置. CN: CN111739115B, 2021-03-16.
[62] 朱翔昱, 雷震, 王金桥, 刘智威. 基于语义对齐的人脸关键点检测方法、系统、装置. CN: CN109902641A, 2019-06-18.
[63] 王金桥, 赵飞, 唐明. 视觉目标跟踪方法及系统. CN: CN109785385A, 2019-05-21.
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[69] 卢汉清, 王金桥, 刘晶晶. 基于群组上下文的行人计数方法. CN: CN102289817A, 2011-12-21.
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[72] 卢汉清, 王金桥, 刘荣. 基于极小化上界误差的视觉跟踪方法. CN: CN102054170A, 2011-05-11.
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出版信息


发表论文
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[7] 江南飞, 赵旭, 赵朝阳, 安永琪, 唐明, 王金桥. Pruning-aware Sparse Regularization for Network Pruning. 机器智能研究(英文)[J]. 2023, 第 6 作者20: pages109–120, 
[8] 杨蓓莹, 朱贵波, ge guojing, 罗锦钊, 王金桥. ShiftFormer: Spatial-Temporal Shift Operation in Video Transformer. ICME. 2023, 第 5 作者
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[162] Wang, Jinqiao, Fu, Wei, Liu, Jingjing, Lu, Hanqing. Spatiotemporal Group Context for Pedestrian Counting. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY[J]. 2014, 第 1 作者  通讯作者  24(9): 1620-1630, https://www.webofscience.com/wos/woscc/full-record/WOS:000341981900013.
[163] Xu, Min, Wang, Jinqiao, He, Xiangjian, Jin, Jesse S, Luo, Suhuai, Lu, Hanqing. A three-level framework for affective content analysis and its case studies. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2014, 第 2 作者70(2): 757-779, https://www.webofscience.com/wos/woscc/full-record/WOS:000336995900009.
[164] Fu, Wei, Wang, Jinqiao, Gui, Liangke, Lu, Hanqing, Ma, Songde. Online video synopsis of structured motion. NEUROCOMPUTING[J]. 2014, 第 2 作者  通讯作者  135: 155-162, http://dx.doi.org/10.1016/j.neucom.2013.12.041.
[165] Hanqing Lu, Jinqiao Wang. What Visual Attributes Characterize an Object Class?. ASIAN CONFERENCE ON COMPUTER VISION (ACCV). 2014, 第 2 作者243-259, http://ir.ia.ac.cn/handle/173211/4697.
[166] Wang, Jinqiao, Fu, Wei, Lu, Hanqing, Ma, Songde. Bilayer Sparse Topic Model for Scene Analysis in Imbalanced Surveillance Videos. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2014, 第 1 作者  通讯作者  23(12): 5198-5208, http://dx.doi.org/10.1109/TIP.2014.2363408.
[167] 王金桥. 基于商品主题空间的交互式视频广告推荐. Multimedia Tools Application. 2014, 第 1 作者
[168] 王金桥, 滕可振, 郭海云. 基于局部关系描述子的拷贝视频检索. 2014, 第 1 作者http://ir.ia.ac.cn/handle/173211/20903.
[169] Kezhen Teng, Jinqiao Wang, Hanqing Lu. Mask Assisted Object Coding with Deep Learning for Object Retrieval in Surveillance Videos. ACM MULTIMEDIA. 2014, 第 2 作者http://ir.ia.ac.cn/handle/173211/12451.
[170] Zhu, Xiaobin, Liu, Jing, Wang, Jinqiao, Lu, Hanqing. Key observation selection-based effective video synopsis for camera network. MACHINE VISION AND APPLICATIONS[J]. 2014, 第 3 作者25(1): 145-157, https://www.webofscience.com/wos/woscc/full-record/WOS:000330314100011.
[171] Zhao Chaoyang, Wang Jinqiao, Lu Hanqing. Discriminative context models for collective activity recognition. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2014, 第 2 作者648-653, http://ir.ia.ac.cn/handle/173211/4693.
[172] 王金桥, 段发阶, 伯恩, 刘博文, 冯帆. 线结构光扫描传感器结构参数一体化标定. 传感技术学报[J]. 2014, 第 1 作者27(9): 1196-1201, http://lib.cqvip.com/Qikan/Article/Detail?id=662708865.
[173] Hanqing Lu, Guibo Zhu, Jinqiao Wang. Object Tracking with Part-Based Discriminative Context Models. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2014, 第 3 作者4932-4936, http://ir.ia.ac.cn/handle/173211/4701.
[174] 王金桥. 基于三维网格时空优化模型的视频自适应显示. Signal Processing. 2014, 第 1 作者
[175] Wang Jinqiao, Cheng Jian, Lu Hanqing. Group latent factor model for recommendation with multiple user behaviors. INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL. 2014, 第 1 作者995-998, http://ir.ia.ac.cn/handle/173211/4677.
[176] Jinqiao Wang, Guibo Zhu, Hanqing Lu. Clustering Ensemble Tracking. ASIAN CONFERENCE ON COMPUTER VISION (ACCV). 2014, 第 1 作者382-396, http://ir.ia.ac.cn/handle/173211/4698.
[177] 王金桥. 基于时空群组上下文的行人计数. IEEE Transactions on Circuits and Systems for Video Technology. 2014, 第 1 作者
[178] Li, Bing, Duan, LingYu, Wang, Jinqiao, Ji, Rongrong, Lin, ChiaWen, Gao, Wen. Spatiotemporal Grid Flow for Video Retargeting. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2014, 第 3 作者23(4): 1615-1628, https://www.webofscience.com/wos/woscc/full-record/WOS:000332123900005.
[179] Wang, Jinqiao, Wang, Bo, Duan, Lingyu, Tian, Qi, Lu, Hanqing. Interactive ads recommendation with contextual search on product topic space. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2014, 第 1 作者  通讯作者  70(2): 799-820, http://dx.doi.org/10.1007/s11042-011-0866-2.
[180] Zhu, Xiaobin, Liu, Jing, Wang, Jinqiao, Li, Changsheng, Lu, Hanqing. Sparse representation for robust abnormality detection in crowded scenes. PATTERN RECOGNITION[J]. 2014, 第 3 作者47(5): 1791-1799, http://dx.doi.org/10.1016/j.patcog.2013.11.018.
[181] Sun Tao, Tang Shuming, Wang Jinqiao, Zhang Weibin, IEEE. A Robust Lane Detection Method for Autonomous Car-like Robot. PROCEEDINGS OF THE 2013 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND INFORMATION PROCESSING (ICICIP). 2013, 第 3 作者373-378, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000326374300073.
[182] Fu, Wei, Wang, Jinqiao, Lu, Hanqing, Ma, Songde. Dynamic scene understanding by improved sparse topical coding. PATTERN RECOGNITION[J]. 2013, 第 2 作者  通讯作者  46(7): 1841-1850, http://dx.doi.org/10.1016/j.patcog.2012.11.013.
[183] Niu Biao, Zhang Yifan, Wang Jinqiao, Cheng Jian, Lu Hanqing, IEEE. SUBSPACE LEARNING BASED ACTIVE LEARNING FOR IMAGE RETRIEVAL. ELECTRONIC PROCEEDINGS OF THE 2013 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW). 2013, 第 3 作者
[184] 王凯, 段发阶, 郭浩天, 张济龙, 王金桥, 吴国秀, 胡智涌. 基于大频差双频激光的发动机叶尖间隙测量技术. 光电子·激光[J]. 2013, 第 5 作者24(10): 1984-1988, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=4978877&detailType=1.
[185] Wang, Bo, Wang, Jinqiao, Lu, Hanqing. Exploiting Content Relevance and Social Relevance for Personalized Ad Recommendation on Internet TV. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS[J]. 2013, 第 2 作者  通讯作者  9(4): https://www.webofscience.com/wos/woscc/full-record/WOS:000323501800004.
[186] Jian Cheng, Yifan Zhang, Hanqing Lu, Jinqiao Wang. Subspace learning based active learning for image retrieval. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW). 2013, 第 4 作者1-4, http://ir.ia.ac.cn/handle/173211/4703.
[187] Wang Jinqiao, Lu Hanqing. Improving Scene Classification with Weakly Spatial Symmetry. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2013, 第 1 作者3259-3263, http://ir.ia.ac.cn/handle/173211/4687.
[188] Qu, Zhan, Wang, Jinqiao, Xu, Min, Lu, Hanqing. Context-Aware Video Retargeting via Graph Model. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2013, 第 2 作者15(7): 1677-1687, https://www.webofscience.com/wos/woscc/full-record/WOS:000325811800018.
[189] Teng, Kezhen, Wang, Jinqiao, Tian, Qi, Lu, Hanqing, IEEE. IMPROVING SCENE CLASSIFICATION WITH WEAKLY SPATIAL SYMMETRY INFORMATION. 2013 20TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2013). 2013, 第 2 作者3259-3263, 
[190] 王金桥. 基于上下文关系的视觉标志检测与识别. Journal of Multimedia Systems. 2013, 第 1 作者
[191] 王金桥. 一种三层视频情感内容分析框架与应用. Multimedia Tools and Applications. 2012, 第 1 作者  通讯作者  
[192] Wu, Yi, Cheng, Jian, Wang, Jinqiao, Lu, Hanqing, Wang, Jun, Ling, Haibin, Blasch, Erik, Bai, Li. Real-Time Probabilistic Covariance Tracking With Efficient Model Update. IEEE TRANSACTIONS ON IMAGE PROCESSING[J]. 2012, 第 3 作者  通讯作者  21(5): 2824-2837, https://www.webofscience.com/wos/woscc/full-record/WOS:000304160800038.
[193] Lu Hanqing, Wang Jinqiao, Zhang Yifan. Real-time multiple object instances detection. ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA. 2012, 第 2 作者1301-1302, http://ir.ia.ac.cn/handle/173211/4665.
[194] Jinqiao Wang, Hanqing Lu, Jing Liu. Weighted interaction force estimation for abnormality detection in crowd scenes. ASIAN CONFERENCE ON COMPUTER VISION (ACCV). 2012, 第 1 作者507-518, http://ir.ia.ac.cn/handle/173211/4684.
[195] Wang Jinqiao, Lu Hanqing. Fusing Warping, Cropping, and Scaling for Optimal Image Thumbnail Generation. ASIAN CONFERENCE ON COMPUTER VISION (ACCV). 2012, 第 1 作者445-456, http://ir.ia.ac.cn/handle/173211/4683.
[196] Wang Jinqiao, Lu Hanqing, Liu Jing. ANOMALY DETECTION IN CROWDED SCENE VIA APPEARANCE AND DYNAMICS JOINT MODELING. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2012, 第 1 作者2705-2708, http://ir.ia.ac.cn/handle/173211/4662.
[197] Songde Ma, Chaoyang Zhao, Hanqing Lu, Jinqiao Wang, Wei Fu. Object-centered Narrative for Surveillance Video. INTERNATIONAL CONFERENCE ON IMAGE AND PROCESSING. 2012, 第 4 作者http://ir.ia.ac.cn/handle/173211/12448.
[198] Wang Jinqiao, Lu Hanqing. Efficient Clothing Retrieval with Semantic-Preserving Visual Phrases. ASIAN CONFERENCE ON COMPUTER VISION (ACCV). 2012, 第 1 作者420-431, http://ir.ia.ac.cn/handle/173211/4685.
[199] Xiao, Xian, Xu, Changsheng, Wang, Jinqiao, Xu, Min. Enhanced 3-D Modeling for Landmark Image Classification. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2012, 第 3 作者14(4): 1246-1258, https://www.webofscience.com/wos/woscc/full-record/WOS:000306599400011.
[200] Ma Songde, Wang Jinqiao, Lu Hanqing. Learning semantic motion patterns for dynamic scenes by improved sparse topical coding. IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2012, 第 2 作者296-301, http://ir.ia.ac.cn/handle/173211/4674.
[201] Liu Jing, Wang Jinqiao, Lu Hanqing. Key Observation Selection for Effective Video Synopsis. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2012, 第 2 作者2528-2531, http://ir.ia.ac.cn/handle/173211/4658.
[202] 王金桥. 实时增量协方差更新的目标跟踪方法. IEEE Transactions on Image Processing. 2012, 第 1 作者  通讯作者  
[203] Ma Songde, Wang Jinqiao, Zhao Chaoyang, Lu Hanqing. OBJECT-CENTERED NARRATIVES FOR VIDEO SURVEILLANCE. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2012, 第 2 作者29-32, http://ir.ia.ac.cn/handle/173211/4661.
[204] Xu, Min, Wang, Jinqiao, Hasan, Muhammad A, He, Xiangjian, Xu, Changsheng, Lu, Hanqing, Jin, Jesse S, IEEE. USING CONTEXT SALIENCY FOR MOVIE SHOT CLASSIFICATION. 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 2 作者
[205] Li Bing, Chen Yiming, Wang Jinqiao, Duan LingYu, Gao Wen, IEEE. FAST RETARGETING WITH ADAPTIVE GRID OPTIMIZATION. 2011 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME). 2011, 第 3 作者
[206] Xu Changsheng, Wang Jinqiao. Landmark recognition and retrieval: From 2D to 3D. ACM MULTIMEDIA CONFERENC (MM). 2011, 第 2 作者77-78, http://ir.ia.ac.cn/handle/173211/4595.
[207] Lu Hanqing, Ma Songde, Wang Jinqiao. Video reshuffling with narratives toward effective video browsing. INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS (ICIG). 2011, 第 3 作者821-826, http://ir.ia.ac.cn/handle/173211/4612.
[208] 王金桥. 基于上下文主题空间搜索的交互式广告推荐. Multimedia Tools and Applications. 2011, 第 1 作者
[209] Jing Liu, Hanqing Lu, Changsheng Xu, Chunjie Zhang, Jinqiao Wang. Image Classification Using Spatial Pyramid Coding and Visual Word Reweighting. ASIAN CONFERENCE ON COMPUTER VISION (ACCV). 2011, 第 5 作者239-249, http://ir.ia.ac.cn/handle/173211/4629.
[210] Liu Jing, Lu Hanqing, Wang Jinqiao. Global trajectory construction across multi-cameras via graph matching. INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS (ICIG). 2011, 第 3 作者801-806, http://ir.ia.ac.cn/handle/173211/4585.
[211] Wang Jinqiao, Lu Hanqing, Xu Changsheng. Using context saliency for movie shot classification. INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). 2011, 第 1 作者3653-3656, http://ir.ia.ac.cn/handle/173211/4611.
[212] 王金桥. 基于局部感知多特征分类器提升学习的目标检测. Computer Vision and Image Understanding. 2011, 第 1 作者  通讯作者  
[213] Wang Jinqiao, Lu Hanqing. Adaptive model for robust pedestrian counting. LECTURE NOTES IN COMPUTER SCIENCE (INCLUDING SUBSERIES LECTURE NOTES IN ARTIFICIAL INTELLIGENCE AND LECTURE NOTES IN BIOINFORMATICS). 2011, 第 1 作者481-491, http://ir.ia.ac.cn/handle/173211/4570.
[214] Li Bing, Duan LingYu, Wang Jinqiao, Chen Jie, Ji Rongrong, Gao Wen, Lee KT, Tsai WH, Liao HYM, Chen T, Hsieh JW, Tseng CC. Grid-Based Retargeting with Transformation Consistency Smoothing. ADVANCES IN MULTIMEDIA MODELING, PT II. 2011, 第 3 作者6524: 12-24, 
[215] Chen, Shi, Wang, Jinqiao, Ouyang, Yi, Wang, Bo, Xu, Changsheng, Lu, Hanqing. Boosting part-sense multi-feature learners toward effective object detection. COMPUTER VISION AND IMAGE UNDERSTANDING[J]. 2011, 第 2 作者  通讯作者  115(3): 364-374, http://dx.doi.org/10.1016/j.cviu.2010.11.006.
[216] Wang Jinqiao, Lu Hanqing. Specific vehicle detection and tracking in road environment. ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES. 2011, 第 1 作者182-186, http://ir.ia.ac.cn/handle/173211/4609.
[217] Liu, Jingjing, Wang, Jinqiao, Lu, Hanqing, Lee, KT, Tsai, WH, Liao, HYM, Chen, T, Hsieh, JW, Tseng, CC. Adaptive Model for Robust Pedestrian Counting. ADVANCES IN MULTIMEDIA MODELING, PT I. 2011, 第 2 作者6523: 481-491, 
[218] Xu Changsheng, Wang Jinqiao. Landmark image classification using 3D point clouds. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 2 作者719-722, http://ir.ia.ac.cn/handle/173211/4594.
[219] Wang Jinqiao, Xu Changsheng, Lu Hanqing. Fast feature selection and training for AdaBoost-based concept detection with large scale datasets. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 1 作者1179-1182, http://ir.ia.ac.cn/handle/173211/4583.
[220] Wang Jinqiao, Wang Bo, Lu Hanqing. Interactive service recommendation based on ad concept hierarchy. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2010, 第 1 作者87-90, http://ir.ia.ac.cn/handle/173211/4592.
[221] Lu Hanqing, Wang Jinqiao. Effective logo retrieval with adaptive local feature selection. ACM MULTIMEDIA CONFERENC (MM). 2010, 第 2 作者971-974, http://ir.ia.ac.cn/handle/173211/4580.
[222] Wang Bo, Wang Jinqiao, Lu Hanqing. Interactive web video advertising with context analysis and search. INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR). 2010, 第 2 作者3252-3255, http://ir.ia.ac.cn/handle/173211/4593.
[223] Lu Hanqing, Wang Jinqiao. Sports video retargeting. ACM MULTIMEDIA CONFERENCE, WITH CO-LOCATED WORKSHOPS AND SYMPOSIUMS (MM). 2009, 第 2 作者981-982, http://ir.ia.ac.cn/handle/173211/4610.
[224] Lili Ma, Jinqiao Wang, Jing Liu, Hanqing Lu. Spatial pyramid based histogram representation for visual tracking with partial occlusion. PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE. 2009, 第 2 作者http://ir.ia.ac.cn/handle/173211/13450.
[225] Liang Shi, Jinqiao Wang, Lei Xu, Hanqing Lu, Changsheng Xu. Context saliency based image summarization. IEEEINTERNATIONALCONFERENCEONMULTIMEDIAANDEXPOICME. 2009, 第 2 作者270-273, http://ir.ia.ac.cn/handle/173211/4576.
[226] Liang Chao, Zhang Yi, Xu Changsheng, Wang Jinqiao, Lu Hanqing, Muneesawang P, Wu F, Kumazawa I, Roeksabutr A, Liao M, Tang X. A Hierarchical Semantics-Matching Approach for Sports Video Annotation. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2009. 2009, 第 4 作者5879: 684-696, 
[227] Wang JinQiao, Lu Hanqing. Boosted forest for human detection. INTERNATIONAL CONFERENCE ON INTERNET MULTIMEDIA COMPUTING AND SERVICE (ICIMCS). 2009, 第 1 作者34-38, http://ir.ia.ac.cn/handle/173211/4572.
[228] Wang Jinqiao, Lu Hanqing. Consumer video retargeting: Context assisted spatial-temporal grid optimization. ACM MULTIMEDIA CONFERENC (MM). 2009, 第 1 作者301-310, http://ir.ia.ac.cn/handle/173211/4575.
[229] Wang Jinqiao, Duan Lingyu, Wang Bo, Chen Shi, Ouyang Yi, Liu Jing, Lu Hanqing, Gao Wen, IEEE. LINKING VIDEO ADS WITH PRODUCT OR SERVICE INFORMATION BY WEB SEARCH. ICME: 2009 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-3. 2009, 第 1 作者274-+, 
[230] Wang Jinqiao, Lu Hanqing. Real-time visual tracking via incremental covariance model update on Log-Euclidean Riemannian manifold. CHINESE CONFERENCE ON PATTERN RECOGNITION (CCPR), AND CJK JOINT WORKSHOP ON PATTERN RECOGNITION (CJKPR). 2009, 第 1 作者432-436, http://ir.ia.ac.cn/handle/173211/4604.
[231] Wang Bo, Wang Jinqiao, Chen Shi, Duan LingYu, Lu Hanqing, Saygin Y, Yu JX, Kargupta H, Wang W, Ranka S, Yu PS, Wu XD. Semantic Linking between Video Ads and Web Services with Progressive Search. 2009 IEEE INTERNATIONAL CONFERENCE ON DATA MINING WORKSHOPS (ICDMW 2009). 2009, 第 2 作者196-+, 
[232] Yikai Fang, Jian Cheng, Jinqiao Wang, Kongqiao Wang, Jing Liu, Hanqing Lu. Hand posture recognition with co-training. 无. 2008, 第 3 作者http://ir.ia.ac.cn/handle/173211/13451.
[233] Wang, Jinqiao, Duan, Lingyu, Liu, Qingshan, Lu, Hanqing, Jin, Jesse S. A multimodal scheme for program segmentation and representation in broadcast video streams. IEEE TRANSACTIONS ON MULTIMEDIA[J]. 2008, 第 1 作者  通讯作者  10(3): 393-408, http://ir.ia.ac.cn/handle/173211/9521.
[234] Ouyang, Yi, Tang, Ming, Cheng, Jian, Wang, Jinqiao, Lu, Hanqing, Ma, Songde, IEEE. A NOVEL CONTEXTUAL DESCRIPTORS FOR CATEGORY RECOGNITION. 2008 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOLS 1-4. 2008, 第 4 作者1349-1352, http://dx.doi.org/10.1109/ICME.2008.4607693.
[235] 王金桥. 基于多模态融合的广播视频分割与表达. IEEE Transactions on Multimedia. 2008, 第 1 作者
[236] Duan, LingYu, Zheng, YanTao, Wang, Jinqiao, Lu, Hanqing, Jin, Jesse S. Digesting commercial clips from TV streams. IEEE MULTIMEDIA[J]. 2008, 第 3 作者15(1): 28-41, http://www.irgrid.ac.cn/handle/1471x/1005964.
[237] Jing Liu, Songde Ma, Hanqing Lu, Jinqiao Wang, Qingshan Liu. Web Image Mining Based on Modeling Concept-Sensitive Salient Regions. PROCEEDINGS OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO. 2006, 第 4 作者http://ir.ia.ac.cn/handle/173211/13455.
[238] Wang Zhenyu, Wu Yi, Wang Jinqiao, Lu Hanqing, Pan JS, Shi P, Zhao Y. Target tracking in infrared image sequences using diverse AdaBoostSVM. ICICIC 2006: FIRST INTERNATIONAL CONFERENCE ON INNOVATIVE COMPUTING, INFORMATION AND CONTROL, VOL 2, PROCEEDINGS. 2006, 第 3 作者233-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000240868000057.
[239] Zhenglong Li, Jinqiao Wang, Lingyu Duan, Jesse S Jin, Hanqing Lu, Jing Liu. A Robust Method for TV Logo Tracking in Video Streams. PROCEEDINGS OF THE 2007 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO. 2006, 第 2 作者http://ir.ia.ac.cn/handle/173211/13456.
[240] 王金桥, 闫祥安, 曹玉平. 汽车真空助力器性能测试装置. 液压与气动[J]. 2003, 第 1 作者62-64, http://lib.cqvip.com/Qikan/Article/Detail?id=8781961.
[241] 张治, 曹玉平, 王金桥, 张继东. 集成电路模塑封装机液压系统. 液压与气动[J]. 2003, 第 3 作者29-31, http://lib.cqvip.com/Qikan/Article/Detail?id=8517063.
[242] 王金桥, 闫祥安, 王国栋. 基于COM技术的开放式卷板数控系统的研究与开发. 制造业自动化[J]. 2003, 第 1 作者25(9): 43-45, http://lib.cqvip.com/Qikan/Article/Detail?id=8430312.

科研活动

   
科研项目
( 1 ) 基于语义分析和视觉关注的视频自适应研究, 负责人, 国家任务, 2010-01--2012-12
( 2 ) 面向移动终端的视频检索与浏览, 负责人, 国家任务, 2013-01--2016-12
( 3 ) 基于深度学习的车型识别, 负责人, 境内委托项目, 2016-10--2018-12
( 4 ) 基于物件的图像识别项目, 负责人, 境内委托项目, 2016-10--2019-12
( 5 ) 综合AR识别引擎开发, 负责人, 境内委托项目, 2017-04--2018-04
( 6 ) 基于结构关系和知识学习的大规模目标检索, 负责人, 国家任务, 2018-01--2021-12
( 7 ) 面向视频识别的视频图像计算与识别, 负责人, 境内委托项目, 2018-02--2019-01
( 8 ) 视频AI处理算法开发, 负责人, 境内委托项目, 2017-10--2018-12
( 9 ) 视频分析研究合作协议, 负责人, 境内委托项目, 2017-08--2018-12
( 10 ) 视频深度分析联合实验, 负责人, 境内委托项目, 2017-11--2020-06
( 11 ) quiXmart零售商品机器视觉方法, 负责人, 境内委托项目, 2017-07--2018-12
( 12 ) 车辆特征多维感知与精细识别技术, 负责人, 境内委托项目, 2019-01--2019-12
( 13 ) 视频镜头检测算法开发, 负责人, 境内委托项目, 2019-01--2019-05
( 14 ) 图像多物体检测研究项目, 负责人, 境内委托项目, 2019-07--2022-07
( 15 ) 健康管理关键技术融合动作感知与理解, 负责人, 境内委托项目, 2019-07--2021-07
( 16 ) 监控视频中多目标时空定位及复杂事件检测算法开发, 负责人, 境内委托项目, 2019-08--2020-12
( 17 ) 深色人脸识别项目, 负责人, 境内委托项目, 2019-09--2021-12
( 18 ) 拉美本地化车纹识别相关算法开发, 负责人, 境内委托项目, 2020-02--2020-11
( 19 ) 多媒体内容塑造和取证关键技术研究, 负责人, 国家任务, 2020-01--2023-12
( 20 ) 车辆特征多维感知与精细识别技术, 负责人, 中国科学院计划, 2019-01--2020-12
( 21 ) 交通一体化平台车辆识别相关算法开发, 负责人, 境内委托项目, 2020-04--2020-11
( 22 ) 智能化目标检测与定位、身份识别、行为检测系统, 负责人, 境内委托项目, 2020-05--2020-12
( 23 ) 适用于Atlas500的视频分析处理技术, 负责人, 境内委托项目, 2020-06--2021-06
( 24 ) 人脸识别算法研究, 负责人, 境内委托项目, 2020-12--2021-12
( 25 ) 室内零售安防场景中的人体动作识别关键技术研究, 负责人, 境内委托项目, 2021-01--2022-01
( 26 ) 基于图像识别的卷烟零售店面数据采集和智能分析研究, 负责人, 境内委托项目, 2021-01--2021-12
( 27 ) 面向新零售的视频图像分析算法开发, 负责人, 境内委托项目, 2021-07--2022-07
( 28 ) 智慧城市复杂场景下的行为识别与分析测试模块, 负责人, 境内委托项目, 2021-08--2023-04
( 29 ) 拼图软件开发项目, 负责人, 境内委托项目, 2021-08--2022-03
( 30 ) 面向工业场景的视觉自监督表征学习与结构设计, 负责人, 境内委托项目, 2021-08--2022-08
( 31 ) 基于海量数据的大规模路多模态预训练系统, 负责人, 境内委托项目, 2021-08--2023-01
( 32 ) 金融业分布式核心业务系统, 负责人, 国家任务, 2020-05--2021-12
( 33 ) 基于跨模态预训练模型的自主可控人机对话平台, 负责人, 中国科学院计划, 2021-01--2021-12
( 34 ) 智能视频语义计算与泛化能力提升项目, 负责人, 境内委托项目, 2022-01--2024-01
( 35 ) 基于跨模态预训练模型的自主可控人机对话平台, 负责人, 中国科学院计划, 2022-01--2022-12
( 36 ) 基于局部关系与语义约束的视觉检索, 负责人, 国家任务, 2022-11--2026-12
( 37 ) 基于硬件约束的自动网络结构编译技术研究, 负责人, 国家任务, 2021-10--2024-10
( 38 ) 模拟集成电路版图智能化生成方法, 负责人, 国家任务, 2022-06--2025-05
( 39 ) 紫东太初大模型, 负责人, 国家任务, 2022-01--2024-12
( 40 ) 知识增强的多模态协同学习, 负责人, 中国科学院计划, 2023-01--2025-12

指导学生

已指导学生

李佳妮  硕士研究生  085208-电子与通信工程  

李超鹏  硕士研究生  085211-计算机技术  

梁孝庆  硕士研究生  085211-计算机技术  

胡海猛  硕士研究生  085211-计算机技术  

江南飞  硕士研究生  085211-计算机技术  

王素琴  硕士研究生  085211-计算机技术  

冯文霓  硕士研究生  085211-计算机技术  

胡益珲  硕士研究生  085211-计算机技术  

台琰  硕士研究生  085410-人工智能  

李晓东  硕士研究生  085400-电子信息  

杜晓杰  硕士研究生  085410-人工智能  

赵弘胤  硕士研究生  085410-人工智能  

杨蓓莹  硕士研究生  085410-人工智能  

罗锦钊  硕士研究生  081104-模式识别与智能系统  

凃鸣非  硕士研究生  085211-计算机技术  

现指导学生

王海鑫  博士研究生  081203-计算机应用技术  

贺靖涵  博士研究生  081104-模式识别与智能系统  

于涛  博士研究生  081104-模式识别与智能系统  

朱袁兵  硕士研究生  081203-计算机应用技术  

乔冠辉  博士研究生  081203-计算机应用技术  

詹宇飞  博士研究生  081104-模式识别与智能系统  

李朝闻  博士研究生  081104-模式识别与智能系统  

牛蕴方  博士研究生  081203-计算机应用技术  

陶满礼  博士研究生  081104-模式识别与智能系统  

李碧莹  博士研究生  081104-模式识别与智能系统  

谭颖韬  博士研究生  081104-模式识别与智能系统  

张琦  硕士研究生  085410-人工智能  

安永琪  博士研究生  081104-模式识别与智能系统  

郑姝榕  博士研究生  081104-模式识别与智能系统  

杨帆  博士研究生  081104-模式识别与智能系统  

张羽丰  博士研究生  081104-模式识别与智能系统  

李蕾  硕士研究生  085410-人工智能  

何嘉欣  硕士研究生  085410-人工智能  

王茗  硕士研究生  085410-人工智能  

张艾恬  硕士研究生  085410-人工智能  

蔡鹏祥  硕士研究生  085400-电子信息  

武鑫鑫  硕士研究生  085410-人工智能  

丁文超  硕士研究生  085410-人工智能  

张宁博  硕士研究生  085410-人工智能  

姜昕雪  硕士研究生  085410-人工智能  

赵晓新  硕士研究生  085410-人工智能  

彭叶华  硕士研究生  085410-人工智能  

赵婧彤  博士研究生  081104-模式识别与智能系统