Mingkuan     Yuan     [Google Profile]   [中文版]

Master Candidate （Supervisor: Prof. Yuxin Peng）

Multimedia Information Processing Lab

Wangxuan Institute of Computer Technology

Peking University

No. 128, Zhong-Guan-Cun North Street

Beijing 100080, China

E-mail: yuanmingkuan@pku.edu.cn

Research Directions

• Text-to-image Synthesis
• Transfer Learning

Education

• Master, Computer Application Technology, Wangxuan Institute of Computer Technology, Peking University, 2016 - 2020
• B.S., Microelectronics, School of Software and Microelectronics, Northwestern Polytechnical University, 2012 - 2016

Awards

• 2019     Award for Scientific Research of Peking University
• 2018     Excellent Paper of Institute of Computer Science and Technology, Peking University
• 2017     Principle Scholarship of Peking University
• 2016     Principle Scholarship of Peking University
• 2016     Outstanding Graduate of Northwestern Polytechnical University
• 2014     National Scholarship
• 2013     Ricoh First Class Scholarship of Northwestern Polytechnical University

Publication

1. Mingkuan Yuan and Yuxin Peng, "Bridge-GAN: Interpretable Representation Learning for Text-to-image Synthesis", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 30, No. 11, pp. 4258-4268, Nov. 2020.(SCI, EI)【pdf】【source code】
2. Mingkuan Yuan and Yuxin Peng, "CKD: Cross-task Knowledge Distillation for Text-to-image Synthesis", IEEE Transactions on Multimedia (TMM), Vol. 22, No. 8, pp. 1955-1968, Aug. 2020.(SCI, EI)【pdf】【source code】
3. Mingkuan Yuan and Yuxin Peng, "Text-to-image Synthesis via Symmetrical Distillation Networks", 26th ACM Multimedia Conference (ACM MM), pp. 1407-1415, Seoul, Korea, Oct. 22-26, 2018.(Oral, Full Paper)(EI)【pdf】
4. Xin Huang, Yuxin Peng and Mingkuan Yuan, "MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval", IEEE Transactions on Cybernetics (TCYB), Vol. 50, No. 3, pp. 1047-1059, Mar. 2020.(SCI, EI)【pdf】【source code】
5. Jian Zhang, Yuxin Peng and Mingkuan Yuan, "SCH-GAN: Semi-supervised Cross-modal Hashing by Generative Adversarial Network", IEEE Transactions on Cybernetics (TCYB), Vol. 50, No. 2, pp. 489-502, Feb. 2020.(SCI, EI)【pdf】【source code】
6. Xin Huang, Yuxin Peng and Mingkuan Yuan, "Cross-modal Common Representation Learning by Hybrid Transfer Network", 26th International Joint Conference on Artificial Intelligence (IJCAI), pp. 1893-1900, Melbourne, Australia, Aug. 19-25, 2017.(Oral, Full Paper)(EI)【pdf】【source code】
7. Jian Zhang, Yuxin Peng and Mingkuan Yuan, "Unsupervised Generative Adversarial Cross-modal Hashing", 32nd AAAI Conference on Artificial Intelligence (AAAI), pp. 539-546, New Orleans, Louisiana, USA, Feb. 2–7, 2018.(Full Paper)(EI)【pdf】【source code】

Personal Interests

• Photography
• Music