綦 金 玮     [Google学术档案]   [English Version]

硕士生 （导师：彭宇新教授）

多媒体信息处理研究室

北京大学王选计算机研究所

北京市海淀区 中关村北大街128号，100080

E-mail: qijinwei@pku.edu.cn

研究方向

• 跨媒体分析与检索
• 跨媒体生成与推理

教育经历

• 硕士     计算机应用技术 北京大学王选计算机研究所     2016-2019
• 本科     计算机科学与技术 北京大学信息科学技术学院     2012-2016

奖励荣誉

• 2019     北京市优秀毕业生
• 2019     北京大学优秀毕业生
• 2019     北京大学计算机所优秀硕士论文
• 2018     北京大学国家奖学金
• 2018     北京大学三好学生标兵
• 2017     北京大学计算机所优秀学生
• 2016     北京大学计算机所“王选奖学金”
• 2016     北京大学信息科学技术学院优秀共产党员
• 2015     北京大学“学习进步奖”称号
• 2014     北京大学五四奖学金
• 2013     北京大学新生二等奖学金
• 2013     北京大学董氏东方奖学金
• 2013     北京大学第十届“江泽涵杯”数学建模与计算机应用竞赛一等奖

发表论文

1. Jinwei Qi, Yuxin Peng and Yunkan Zhuo, "Life-long Cross-media Correlation Learning", 26th ACM Multimedia Conference (ACM MM), pp. 528-536, Seoul, Korea, Oct. 22-26, 2018.(Oral, Full Paper)(EI)【pdf】
2. Jinwei Qi and Yuxin Peng, "Cross-modal Bidirectional Translation via Reinforcement Learning", 27th International Joint Conference on Artificial Intelligence (IJCAI), pp. 2630-2636, Stockholm, Sweden, Jul. 13-19, 2018.(Oral, Full Paper)(EI)【pdf】
3. Jinwei Qi, Yuxin Peng and Yuxin Yuan, "Cross-media Multi-level Alignment with Relation Attention Network", 27th International Joint Conference on Artificial Intelligence (IJCAI), pp. 892-898, Stockholm, Sweden, Jul. 13-19, 2018.(Oral, Full Paper)(EI)【pdf】
4. Jinwei Qi, Xin Huang and Yuxin Peng, "Cross-media Similarity Metric Learning with Unified Deep Networks", Multimedia Tools and Applications (MTAP), Vol. 76, No. 23, pp. 25109-25127, Dec. 2017.(SCI,EI)【pdf】
5. Yuxin Peng, Jinwei Qi, Zhaoda Ye and Yunkan Zhuo, "Hierarchical Visual-Textual Knowledge Distillation for Life-Long Correlation Learning", International Journal of Computer Vision (IJCV), Vol. 129, No. 4, pp. 921-941, Apr. 2021.(SCI, EI)【pdf】
6. Yuxin Peng, Jinwei Qi and Yunkan Zhuo, "MAVA: Multi-level Adaptive Visual-textual Alignment by Cross-media Bi-attention Mechanism", IEEE Transactions on Image Processing (TIP), Vol. 29, pp. 2728-2741, 2020.(SCI, EI)【pdf】【source code】
7. Yuxin Peng and Jinwei Qi, "Quintuple-media Joint Correlation Learning with Deep Compression and Regularization", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 30, No. 8, pp. 2709-2722, Aug. 2020.(SCI, EI)【pdf】【source code】
8. Yuxin Peng and Jinwei Qi, "Reinforced Cross-Media Correlation Learning by Context-Aware Bidirectional Translation", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 30, No. 6, pp. 1718-1731, Jun. 2020.(SCI, EI)【pdf】【source code】
9. Yuxin Peng and Jinwei Qi, "CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning", ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol. 15, No. 1, p. 22, Feb. 2019.(SCI, EI)【pdf】【source code】
10. Yuxin Peng and Jinwei Qi, "Show and Tell in the Loop: Cross-Modal Circular Correlation Learning", IEEE Transactions on Multimedia (TMM), Vol. 21, No. 6, pp. 1538-1550, Jun. 2019.(SCI, EI)【pdf】
11. Yuxin Peng, Jinwei Qi and Yuxin Yuan, "Modality-specific Cross-modal Similarity Measurement with Recurrent Attention Network", IEEE Transactions on Image Processing (TIP), Vol. 27, No. 11, pp. 5585-5599, Nov. 2018.(SCI,EI)【pdf】【source code】
12. Yuxin Peng, Jinwei Qi, Xin Huang and Yuxin Yuan, "CCL: Cross-modal Correlation Learning with Multigrained Fusion by Hierarchical Network", IEEE Transactions on Multimedia (TMM), Vol. 20, No. 2, pp. 405-420, Feb. 2018.(SCI,EI)【pdf】【source code】
13. Yuxin Peng, Zhaoda Ye, Jinwei Qi and Yunkan Zhuo, "Unsupervised Visual-textual Correlation Learning with Fine-grained Semantic Alignment", IEEE Transactions on Cybernetics (TCYB), DOI:10.1109/TCYB.2020.3015084, Sep. 2020. (Accept)【pdf】【source code】
14. Yuxin Peng, Xin Huang and Jinwei Qi, "Cross-media Shared Representation by Hierarchical Learning with Multiple Deep Networks", 25th International Joint Conference on Artificial Intelligence (IJCAI), pp. 3846-3853 , New York City, New York, USA, Jul. 9-15, 2016.(Oral, Full Paper)(EI)【pdf】【source code】
15. 綦金玮, 彭宇新, 袁玉鑫, "面向跨媒体检索的层级循环注意力网络模型", 中国图象图形学报 (Journal of Image and Graphics), Vol. 23, No. 11, pp. 1751-1758, Jul. 2018.【pdf】
16. 彭宇新, 綦金玮, 黄鑫, "多媒体内容理解的研究现状与展望", 计算机研究与发展 (60周年特刊特邀综述论文), 2019年1月, 第56卷第1期, 183~208页.(EI)【pdf】
17. 卓昀侃, 綦金玮, 彭宇新, "跨媒体深层细粒度关联学习方法", 软件学报, 2019年4月, 第30卷第4期, 884~895页.(EI)【pdf】【source code】

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