I got my Bachelor's Degree in Mathematics at Peking University in 2016, and Ph.D. degree in Computer Application Technology in 2021. I was trained at the Video Coding Laboratory
, Peking University, under the supervision of Prof. Siwei Ma
and Wen Gao
. My main research focus lies in visual content generation and manipulation, especially on human pose/motion transfer, face reenactment, and image-to-image translation. Also, I'm always fascinated about the idea of using generative methods for solving low-level vision problems, such as image restoration, enhancement, and even smart conceptual coding.
In 2020, I joined Alibaba DAMO Academy as a research intern, where I was in charge of the algorithm development of the "still2motion" project for Alibabawood
, a smart promotion video creation platform for online retailers. Also, I had actively participated in face restoration project, where my proposed "HiFaceGAN"
model had achieved SOTA over five subtasks against existing academic methods. I was awarded as the most valuable research intern of year 2020 for my contributions. I now work as an algorithm enginner at Tencent GY-Lab.
Overall, I consider myself as a quite prolific academic writer. In 2020 I have authored/co-authored 8 papers (5 first author) on top-notch conferences/journals in CV and multimedia, including IEEE TIP, TPAMI, CVPR, ACM MM and ICME. Yet my best paper is always the next one. Besides academic research, I'm also keen on sharing the knowledge and recent technological advances with the community with github open-source projects, invited seminar talks and non-profitable subtitling services.
2021.07 One paper on human video synthesis accepted in ACM Multimedia
2021.03 Two papers on face restoration and conceptual coding are accepted at CVPR and ICME (oral). Special thanks to Chaofeng Chen
2021.02 I was awarded "2020 Award for Valuable Research Intern" of Alibaba. Certificate
2021.01 Our paper "Towards Fine-grained Human Pose Transfer with Detail Replenishing Network" is accepted by TIP. link
2020.12 I was awarded "2020 Award for Scientific Research" of Peking University. Certificate
2020.07 One paper on face renovation accepted in ACM Multimedia
.Thanks for my co-authors for their invaluable support and contributions!
Research Papers (sorted by date)
Lingbo Yang, Zhanning Gao, Peiran Ren, Siwei Ma, Wen Gao, "Intrinsic Temporal Regularization for High-Resolution Human Video Synthesis", ACM Multimedia (To Appear)
Chaofeng Chen, Xiaoming Li, Lingbo Yang, Xianhui Lin, Lei Zhang, Kwan Lee K. Wong, "Progressive Semantic-Aware Style Transformation for Blind Face Restoration", Computer Vision and Pattern Recognition (CVPR)
Jianhui Chang, Zhenghui Zhao, Lingbo Yang, Chuanmin Jia, Jian Zhang, Siwei Ma, "Thousand to One: Semantic Prior Modeling for Conceptual Coding", International Conference on Multimedia Expo (ICME) oral
Lingbo Yang, Pan Wang, Zhanning Gao, Shanshe Wang, Peiran Ren, Siwei Ma, Wen Gao, "Implicit Subspace Prior Learning for Dual-Blind Face Restoration", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI),
Lingbo Yang, Chang Liu, Pan Wang, Shanshe Wang, PeiRan Ren, Siwei Ma, Wen Gao, "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment", ACM Multimedia,
Lingbo Yang, Pan Wang, Chang Liu, Zhanning Gao, Peiran Ren, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Xiansheng Hua, Wen Gao, "Towards Fine-grained Human Pose Transfer with Detail Replenishing Network", IEEE TIP,
Lingbo Yang, Pan Wang, Xinfeng Zhang, Shanshe Wang, Zhanning Gao, Peiran Ren, Xuansong Xie, Siwei Ma, Wen Gao, "Region-Adaptive Texture Enhancement for Detailed Person Image Synthesis", International Conference on Multimedia Expo (ICME) oral
2019-01-06 Invited Talk at Student Forum on Frontiers of AI (SFFAI), Chinese Academy of Sciences. Video Link
2019-02-14 VALSE Webinar subtitling service. Video Link
2020-08-29 Invited Talk at Chinese Congress on Artificial Intelligence (CCAI) 2020.
2020-10-12 Volunteer of ACM Multimedia 2020. Certificate
2020-12-16 Award for Scientific Research, Peking University Certificate
2021-02-08 Award for Valuable Research Intern, Alibaba Certificate