Welcome! I am a fourth year PhD student in Tsinghua University, supervised by Professor Lu Fang and Professor Qionghai Dai. My research focuses on optical computing. Prior to that, I have research experiences in optical microscopy and machine learning image processing.
Education
- Bachelor in University of Science and Technology of China (USTC), Hefei, 2018
- Ph.D in Tsinghua University, Beijing, (current)
Publication
2021
- Large-scale neuromorphic optoelectronic computing with a reconfigurable diffractive processing unit, Tiankuang Zhou, Xing Lin, Jiamin Wu, Yitong Chen, Hao Xie, Yipeng Li, Jingtao Fan, Huaqiang Wu, Lu Fang, Qionghai Dai, published in Nature Photonics.
2020
In situ optical backpropagation training of diffractive optical neural networks, Tiankuang Zhou, Lu Fang, Tao Yan, Jiamin Wu, Yipeng Li, Jingtao Fan, Huaqiang Wu, Xing Lin, Qionghai Dai, published in Photonics Reasearch.
Conformal convolutional neural network (CCNN) for single-shot sensorless wavefront sensing, Yuanlong Zhang, Tiankuang Zhou, Lu Fang, Lingjie Kong, Hao Xie, Qionghai Dai, published in Optics Express.
2019
Overcoming tissue scattering in wide-field two-photon imaging by extended detection and computational reconstruction,Yuanlong Zhang(#), Tiankuang Zhou(#), Xuemei Hu, Xinyang Li, Hao Xie, Lu Fang, Lingjie Kong, Qionghai Dai, published in Optics Express. (#co-first authorship)
Deepir: A deep semantics driven framework for image retargeting, Jianxin Lin, Tiankuang Zhou(#), Zhibo Chen, published in proceedings of 2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW). (#co-first authorship)
Sequential gating ensemble network for noise robust multiscale face restoration, Zhibo Chen, Jianxin Lin, Tiankuang Zhou, Feng Wu, published in IEEE transactions on cybernetics.
2018
- Multi-scale face restoration with sequential gating ensemble network, Jianxin Lin, Tiankuang Zhou, Zhibo Chen, published in proceedings of Thirty-Second AAAI Conference on Artificial Intelligence.