金琴

金琴,副教授,博士生导师。主要研究领域包括多媒体数据内容分析(包括语音、图像、视频、文本等),统计机器学习。已在国内外一流期刊和会议上发表七十多篇论文。获2016年IBM SUR Award、2016年ACM Multimedia 2016 (Video to Language) Grand Challenge第1名,2015年ImageCLEF评测(Image Sentence Generation)第1名。
欢迎报考我的博士研究生和硕士研究生,也欢迎高年级本科生加入我们的课题组,参与我们的科研工作。 如果你对我们的研究方向感兴趣,请直接与我联系。

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电话 :010-62510042

个人主页:www.jin-qin.com

电子邮箱:qjin@ruc.edu.cn

详细资料

教育经历

1999.08 - 2007.01, 美国卡内基梅隆大学,博士

1991.09 - 1999.01, 清华大学,本科、硕士

工作经历

2013.01 - 今, 中国人民大学,副教授

2012.04 - 2012.12, IBM中国研究院,研究员

2008.06 - 2012.03, 美国卡内基梅隆大学,研究员,教师

2007.02 - 2008.05, 美国卡内基梅隆大学,博士后

研究方向

多媒体数据内容分析(包括语音、图像、音视频、文本等)以及统计机器学习

讲授课程

多媒体技术(Multimedia Technologies)

言语信息处理(Spoken Language Processing)

对学生的培养要求

踏实肯干、乐于专研、动手能力强

科研项目

国家重点研发计划项目(2016.07-2020.07)

北京市自然科学基金 (2014.01-2016.12)

中国人民大学科学研究基金(2014.01-2016.12)

教育部留学回国人员科研启动基金(2015.01-2016.12)

科研成果

- Shizhe Chen, Jia Chen, Qin Jin. Generating Video Descriptions with Topic Guidance. International Conference on Multimedia Retrieval (ICMR) 2017.

- Jia Chen, Qin Jin, Shiwan Zhao, Shenghua Bao, Li Zhang, Zhong Su, Yong Yu. Boosting Recommendation in Unexplored Categories by User Price Preference. ACM Transactions on Information Systems (TOIS) Volume 35 Issue 2, October 2016.

- Qin Jin, Jia Chen, Shizhe Chen, Yifan Xiong. Describing Videos using Multi-modal Fusion. ACM Multimedia, 2016.

- Jia Chen, Qin Jin, Yifan Xiong. Semantic Image Profiling for Historic Events: Linking Images to Phrases. ACM Multimedia 2016.

- Shizhe Chen, Qin Jin, Multi-modal Conditional Attention Fusion for Dimensional Emotion Prediction, ACM Multimedia 2016.

- Yifan Xiong, Jia Chen, Qin Jin, Chao Zhang. History Rhyme: Searching Historic Events by Multimedia Knowledge. ACM Multimedia 2016.

- Xirong Li, Yujia Huo, Qin Jin, Jieping Xu. Detecting Violence in Video using Subclasses. ACM Multimedia, October,2016.

- Shizhe Chen, Xinrui Li, Qin Jin, Shilei Zhang, Yong Qin. Video Emotion Recognition in the Wild Based on Fusion of Multimodal Features. International Conference on Multimodal Interaction (ICMI) 2016.

- Guankun Mu, Haibing Cao, Qin Jin. Violent Scene Detection Using Convolutional Neural Networks and Deep Audio Features. Chinese Conference on Pattern Recognition (CCPR) 2016.

- Shizhe Chen,Yujie Dian,Xinrui Li,Xiaozhu Lin,Qin Jin(*),Haibo Liu,Li Lu. Emotion Recognition in Videos via Fusing Multimodal Features. Chinese Conference on Pattern Recognition (CCPR) 2016.

- Xirong Li, Qin Jin. Improving Image Captioning by Concept-based Sentence Reranking. Pacific-Rim Conference on Multimedia (PCM), September 2016.

- Qin Jin, Junwei Liang, Xiaozhu Lin. Generating Natural Video Descriptions via Multimodal Processing. Interspeech 2016.

- Qin Jin, Junwei Liang. Video Description Generation using Audio and Visual Cues. International Conference on Multimedia Retrieval (ICMR) 2016.

- Jia Chen, Qin Jin, Shenghua Bao, Junfeng Ye, Zhong Su, Shimin Chen, Yong Yu. Exploitation and Exploration Balanced Hierarchical Summary For Landmark Images. IEEE Transactions on Multimedia (TMM), Volume:17 Issue:10, 2015.

- Jia Chen, Qin Jin, Yong Yu, Alexander G. Hauptmann, Image Profiling for History Events on the Fly. ACM Multimedia 2015.

- Shizhe Chen, Qin Jin. Multi-modal Dimensional Emotion Recognition using Recurrent Neural Networks. ACM Multimedia Audio/Visual Emotion Challenge and Workshop 2015.

- Shimin Chen and Qin Jin, Persistent B+-Trees in Non-Volatile Main Memory, VLDB, Hawaii, USA, 2015.

- Qin Jin, Xirong Li, Haibing Cao, Yujia Huo, Shuai Liao, Gang Yang, Jieping Xu. RUCMM at MediaEval 2015 Affective Impact of Movies Task: Fusion of Audio and Visual Cues. MediaEval Workshop 2015, Wurzen, Germany.

- Xirong Li, Qin Jin, Shuai Liao, Junwei Liang, Xixi He, Yujia Huo, WeiYu Lan, Bin Xiao, Yanxiong Lu, Jieping Xu. RUC-Tencent at ImageCLEF 2015: Concept Detection, Localization and Sentence Generation, CLEF working notes, 2015.

- Jia Chen, Min Li, Qin Jin, Yongzhe Zhang, Shenghua Bao, Zhong Su, Yong Yu, Lead Curve Detection in Drawings with Complex Cross-Points, Neurocomputing, 2015.

- Qin Jin, Junwei Liang, Xixi He, Gang Yang, Jieping Xu, Xirong Li, Semantic Concept Annotation for User Generated Videos Using Soundtracks. International Conference on Multimedia Retrieval (ICMR) 2015.

- Qin Jin, Chengxin Li, Shizhe Chen, Huimin Wu, Speech Emotion Recognition With Acoustic And Lexical Features, in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, 2015.

- Junwei Liang, Qin Jin, Xixi He, Gang Yang, Jieping Xu, Xirong Li, Detecting Semantic Concepts In Consumer Videos Using Audio, in Proc. of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, 2015.

- Jia Chen, Qin Jin, Shiwan Zhao, Shenghua Bao, Li Zhang, Zhong Su, Yong Yu. Does Product Recommendation Meet its Waterloo in Unexplored Categories? No, Price Comes to Help, SIGIR 2014.

- Junwei Liang, Qin Jin, Xixi He, Xirong Li, Gang Yang, Jieping Xu. Semantic Concept Annotation of Consumer Videos at Frame-level Using Audio. Pacific-rim Conference on Multimedia (PCM) 2014.

- Shizhe Chen, Qin Jin, Xirong Li, Gang Yang, Jieping Xu. Speech Emotion Classification using Acoustic Features. International Symposium on Chinese Spoken Language Processing (ISCSLP), 2014.

- Jia Chen , Qin Jin , Weipeng Zhang , Shenghua Bao , Zhong Su , Yong Yu , Tell Me What Happened Here in History , ACM International Conference on Multimedia, 2013.

社会兼职

Area Chair of CCPR (Chinese Conference on Pattern Recognition) 2016.

Special Session Chair of APSIPA-ASC (Asia-Pacific Signial and Information Processing Association - Annual Summit and Conference) 2016.

Member of CCF, ACM, IEEE, ISCA

荣誉获奖

2016年IBM SUR Award

2016年ACM Multimedia (Video to Language) Grand Challenge(第一名)

2016年Audio-Visual Emotion Challenge (AVEC)2016 (第二名)

2016年MediaEval 2016 Movie Emotion Impact Challenge (第一名)

2016年CCPR2016中文多模态情感识别竞赛(第二名)

2016年NLPCC2016中文微博立场检测竞赛(第一名)

2015年ImageCLEF评测(Image Sentence Generation)(第一名)

2015年中国人民大学优秀学士学位论文指导老师