Publications
You can also find my articles on my Google Scholar profile.
Published in Machine Vision and Application (Springer), 2020
In this work, we investigate semi-supervised learning (SSL) for image classification using adversarial training. Previous results have illustrated that generative adversarial networks (GANs)… Read more
Recommended citation: Wenyuan Li, Zichen Wang, Yuguang Yue, Jiayun Li, William Speier, Mingyuan Zhou and Corey Arnold (2020). " Semi-supervised Learning using Adversarial Training with Good and Bad Samples ." Machine Vision and Application 31.6, 1-11..
Published in Arxiv, 2020
With the rise of social networks, information on the internet is no longer solely organized by web pages. Rather, … Read more
Recommended citation: Yunzhong He, Wenyuan Li, Liang-Wei Chen, Gabriel Forgues, Xunlong Gui, Sui Liang, and Bo Hou (2020). " A Social Search Model for Large Scale Social Networks. " arXiv preprint arXiv:2005.04356.
Published in CVPR LID 2019 workshop, 2019
Recently, semi-supervised learning methods based on generative adversarial networks (GANs) have received much attention. Among them, two distinct approaches have achieved… Read more
Recommended citation: Wenyuan Li, Zichen Wang, Jiayun Li, Jennifer Polson, William Speier and Corey Arnold (2019). " Semi-supervised learning based on generative adversarial network: a comparison between good GAN and bad GAN approach." CVPR LID Workshop.
Published in NIPS ML4H 2018 workshop, 2018
Rare diseases affect a relatively small number of people, which limits investment in research for treatments… Read more
Recommended citation: Wenyuan Li, Yunlong Wang, Yong Cai, Corey Arnold, Emily Zhao, and Yilian Yuan (2018). "Semi-supervised Rare Disease Detection Using Generative Adversarial Network." NIPS Machine Learning for Healthcare Workshop.
Published in IEEE Trans on Medical Imaging, 2018
Prostate cancer is the most common and second most deadly form of cancer in men in the United States… Read more
Recommended citation: Wenyuan Li, Jiayun Li, Karthik V. Sarma, King Chung Ho, Shiwen Shen, Beatrice S. Knudsen, Arkadiusz Gertych, and Corey W. Arnold (2018). "Path R-CNN for Prostate Cancer Diagnosis and Gleason Grading of Histological Images." IEEE transactions on medical imaging.
Published in Neural Computation, 2018
The extreme complexity of the brain has attracted the attention of neuroscientists and other researchers for a long time… Read more
Recommended citation: Wenyuan Li , Igor V. Ovchinnikov , Honglin Chen , Zhe Wang , Albert Lee , Houchul Lee , Carlos Cepeda , Robert N. Schwartz , Karlheinz Meier and Kang L. Wang(2018). "A Basic Phase Diagram of Neuronal Dynamics" Neural Computation. 30(9), 2418-2438
Published in Optics Express, 2016
In this paper, a nano-pillar array integrated near quantum dots (QDs), which serves as a Purcell cavity as well as a column antenna, is studied… Read more
Recommended citation: Jinxi Huang, Hao Hu, Zhewei Wang, Wenyuan Li, Ji Cang, Jianqi Shen, Hui Ye. (2016). "Analysis of light-emission enhancement of low-efficiency quantum dots by plasmonic nano-particle." Optics Express. 24(8), 8555-8573.
Published in Nano Letters, 2016
Magnetic skyrmions, which are topologically protected spin textures, are promising candidates for ultralowenergy… Read more
Recommended citation: Guoqiang Yu, Pramey Upadhyaya, Xiang Li, Wenyuan Li, Se Kwon Kim, Yabin Fan, Kin L Wong, Yaroslav Tserkovnyak, Pedram Khalili Amiri, Kang L Wang (2016). "Room-temperature creation and spin–orbit torque manipulation of skyrmions in thin films with engineered asymmetry. " Nano letters. 16(3), 1981-1988.
Published in PIERS Proceedings, 2013
In this work, the graphene is employed to form artificial magnetic conductor (AMC)… Read more
Recommended citation: Wang XC, Li WY, Zhao WS, Hu J, Xu YY, Huang QS. (2013). "Comparative Study on Graphene–Based Artificial Magnetic Conductor (AMC)." PIERS Proceedings, Sweden. Aug 12:496-9.
