Qunliang Xing

PhD student, BUAA, Computer vision

I’m a PhD student at MC2 Lab, Beihang University, co-advised by Professor Mai Xu and Zhenyu Guan. I received my B.E. degree from Shenyuan Honors College and the School of Electronic and Information Engineering, Beihang University in 2019. My research interests include image/video enhancement, video coding and other low-level vision tasks. I am working on solving the challenge of visual data explosion.



PhD student of Engineering in Electronic Information; Honors PhD Student
School of Electronic and Information Engineering; Shenyuan Honors College, Beihang University, 2019/9 ~ Present

Bachelor of Engineering in Electronic Information; Honors Bachelor Degree
School of Electronic and Information Engineering; Shenyuan Honors College, Beihang University, 2015/9 ~ 2019/7


[1/2] Visual Data Quality Enhancement

Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images
Qunliang Xing, Mai Xu, Tianyi Li, Zhenyu Guan
European Conference on Computer Vision (ECCV) 2020
[Paper] [Code] [博客速览]

MFQE 2.0: A New Approach for Multi-frame Quality Enhancement on Compressed Video
Qunliang Xing*, Zhenyu Guan*, Mai Xu, Ren Yang, Tie Liu, Zulin Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI) 2019
[Paper] [Code] [博客速览]

[2/2] Video Coding

DeepQTMT: A Deep Learning Approach for Fast QTMT-based CU Partition of Intra-mode VVC
Tianyi Li, Mai Xu, Runzhi Tang, Ying Chen, Qunliang Xing
Submitted to IEEE Transactions on Image Processing (T-IP)
[Paper] [Code]


Reviewer of International Journals and Conferences
IEEE Transactions on Image Processing (T-IP), IEEE Transactions on Multimedia (T-MM), IEEE International Conference on Multimedia and Expo (ICME) Workshop 2021
2021 ~ Present

Video Quality Enhancement for HW265 Codec based on MFQEv2
Huawei Technologies Noah’s Ark Lab, 2018 ~ 2019

Teaching Assistant of Introduction to Machine Learning
Beihang University, Fall 2020

 Intellectual Property

Resource-Efficient Image Quality Enhancement Model

Resource-Efficient Quality Enhancement System V1.0 for HEVC based on Early-Exit Mechanism

Multi-frame Quality Enhancement System V2.0


[1/3] Comprehensive

Beihang Merit Student (Top)
Beihang University, 2018/10, 2015/11

Shenzhen Merit Student (Top)
Education Bureau of Shenzhen Municipality, 2014/7/9


Beihang Graduate Freshman Scholarship (Top)
Beihang University, 2019/9

Beihang Excellent Graduate (Top)
Beihang University, 2019/6

Beihang First-class Scholarships for Technological Competition, Academic Competition and Social Works (Top)
Beihang University, 2018/10, 2015/11

[2/3] Academic

Beihang Graduate First-class Academic Scholarship (Top)
Beihang University, 2019/9

Top Scorer of Science in 2015 College Entrance Examination (Top)


Honorable Mention of Mathematical Contest In Modeling
Consortium for Mathematics and Its Applications (COMAP), 2018/4

Third Prize of National Undergraduate Electronic Design Contest, Beijing Division (145/1457)
Beijing Municipal Commission of Education, 2017/9/15

[3/3] Sports

Championship of Soccer at Beihang Sports Festival (Top)
Beihang University, 2017/5

Fifth Place of 100-Meter Final at Beihang Sports Festival
Beihang University, 2015/10/24