I am a Research Scientist at the On-Device AI team at Facebook Reality Labs.

I graduated with a Ph.D. degree from Purdue University advised by Prof. Jan P. Allebach.

I received my Bachelor's degree from Tsinghua University in 2015.

My research focuses on deep learning for image and video enhancement, face alignment and recognition.


Research Experiences


Facebook Research Scientist

Aug. 2021 ~ Now, Sunnyvale, CA.


Facebook Research Intern

Aug. 2020 ~ Mar. 2021, Menlo Park, CA.

Supervisors: Jon Morton, Rakesh Ranjan, Fitsum Reda, Federico Perazzi, Amit Kumar


ByteDance Research Intern

June. 2020 ~ Aug. 2020, Mountain View, CA.


HP Labs Computer Vision Joint Research Intern

May. 2018 ~ May. 2020, Palo Alto, CA.

Supervisor: Qian Lin


ECE, Purdue University Graduate Research Assistant

Aug. 2017 ~ May. 2020, West Lafayette, IN.

Supervisor: Jan P. Allebach


DESY Summer Research Student

Jul. 2014 ~ Sept. 2014, Zeuthen, Germany.

Supervisor: Ingo Bloch


Tsinghua University Undergraduate Research Assistant

May. 2012 ~ Jul. 2015, Beijing, China.

Supervisor: Yi-Kang Pu, Yi Tan


Publications


Adversarial Open Domain Adaptation for Sketch-to-Photo Synthesis

Xiaoyu Xiang, Ding Liu, Xiao Yang, Yiheng Zhu, Xiaohui Shen, Jan P. Allebach

WACV 2022 / CVPR Workshop 2021 (short version)

Jan 2022 - Waikoloa, Hawaii / June 2021 - Virtual


Boosting High-Level Vision with Joint Compression Artifacts Reduction and Super-Resolution

Xiaoyu Xiang, Qian Lin, Jan Allebach

ICPR.

Jan 2021 - Milan, Italy


Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution

Xiaoyu Xiang*, Yapeng Tian*, Yulun Zhang, Yun Fu, Jan Allebach+, Chenliang Xu+

CVPR.

June 2020 - Seattle, WA


The Blessing and the Curse of the Noise behind Facial Landmark Annotations

Xiaoyu Xiang, Yang Cheng, Shaoyuan Xu, Qian Lin, Jan Allebach

Electronic Imaging Symposium Proceedings, Imaging and Multimedia Analytics in a Web and Mobile World.

January 2020 - Burlingame, CA


Semi-supervised Multi-task Network For Image Aesthetic Assessment

Xiaoyu Xiang, Yang Cheng, Jianhang Chen, Qian Lin, Jan Allebach

Electronic Imaging Symposium Proceedings, Imaging and Multimedia Analytics in a Web and Mobile World.

January 2020 - Burlingame, CA


Blockwise Based Detection of Local Defects

Xiaoyu Xiang, Renee Jessome, Eric Maggard, Yousun Bang, Minki Cho, Jan Allebach

Electronic Imaging Symposium Proceedings, Image Quality and System Performance XVI.

January 2019 - Burlingame, CA


Face Set Recognition

Tongyang Liu, Xiaoyu Xiang, Qian Lin, Jan Allebach

Electronic Imaging Symposium Proceedings, Imaging and Multimedia Analytics in a Web and Mobile World.

January 2019 - Burlingame, CA


Facial Landmark Detection

Yang Cheng, Xiaoyu Xiang, Qian Lin

the 2019 Data Science and Knowledge Discovery(DSKD) Summit

Experimental Demonstration of Transverse Mode Instability Enhancement by a Counter-Pumped Scheme in a 2 kW All-Fiberized Laser

Zebiao Li, Zhihua Huang, Xiaoyu Xiang, Xiaobao Liang, Honghuan Lin, Shanhui Xu, Zhongmin Yang, Jianjun Wang, and Feng Jing

Photonics Research, 5(2), pp.77-81

Mode Instability Mitigation by Counter-Pumped Scheme in High Power Fiber Laser

Li Zebiao, Guo Chao, Zhao Pengfei, Huang Zhihua, Xiang Xiaoyu, Liang Xiaobao, Li Chengyu, Lin Honghuan, Wang Jianjun, Jing Feng, Xu Shanhui, Yang Zhongmin

Chinese Journal of Lasers, 44 (8), 0801010

Yb-Doped Aluminophosphosilicate Laser Fiber

Cong Gao, Zhihua Huang, Yuying Wang, Huan Zhan, Li Ni, Kun Peng, Yuwei Li, Zhaonian Jia, Xiaolong Wang, Ani You, Xiaoyu Xiang, Jianjun Wang, Feng Jing, Honghuan Lin, Aoxiang Lin

Journal of Lightwave Technology, 34 (22), 5170-5174

5 kW (N +1)GT-wave fiber

Aoxiang Lin, Huan Zhan, Zhihua Huang, Yuying Wang, Xiaolong Wang, Li Ni, Xuan Tang, Xiaobao Liang, Kun Peng, Cong Gao, Zhen Wang, Zhaonian Jia, Xiaoyu Xiang, Ani You, Honghuan Lin, Lei Zhao, Jianjun Wang, Feng Jing

High Power Laser and Particle Beams, 28 (07), 28079901-2

Graduate Courses


CS 590: Graphs in Machine Learning Prof. Jianzhu Ma
BME 595A: Deep Learning Prof. Eugenio Culurciello
ECE 661: Computer Vision Prof. Avinash C. Kak
ECE 638: Principles of Digital Color Imaging Systems Prof. Jan Allebach
CS 515: Numerical Linear Algebra Prof. David F. Gleich
ECE 637: Digital Image Processing I Prof. Charles Bouman
ECE 608: Computational Models and Methods Prof. Irith Pomeranz, Robert L. Givan
ECE 600: Random Variables Prof. Mary Comer
ECE 580: Optimization Methods for Systems And Control Prof. Stanisław H. Żak
ECE 538: Digital Signal Processing I Prof. Michael Zoltowski

Services


Reviewing

Teaching

Mentorship Program