jianli

Jian Li


DL、CV Researcher in Tencent Youtu Lab
Now leading an industry inspect detection project
Email: swordli@tencent.com



From Sep. 2012 to Jun. 2016, I got my B.S. Degree from the School of Mathematics and Statistics, Nanjing University of Information Science and Technology (NUIST). From Sep. 2016 to Apr. 2019, I got my M.S. Degree from the Department of Computer Science and Engineering, Nanjing University of Science and Technology (NUST), and my advisors are Prof. Jian Yang and Prof. Jianjun Qian. Currently, I am a Researcher at Tencent Youtu Lab.

We are hiring self-motivated interns on computer vision, especially object detection (e.g., face detection, temporal action detection, etc). Please send me your CV if you are interested.



Recent news

  • 11/2019 – The code of our DBG is released at [ActionDetection-DBG].

  • 11/2019 – Our DBG on action detection is accepted by AAAI'20, with the acceptance rate to be 20.6%

  • 07/2019 – Be an Researcher in Tecent Youtu Lab

  • 04/2019 – Be an Assistant Researcher in Tecent Youtu Lab

  • 03/2019 – The code of our DSFD is released at [FaceDetection-DSFD].

  • 02/2019 – Our DSFD on face detection is accepted by CVPR'19

  • 12/2018 – Our team Amadeus won the 2nd Place in Self-Driving Visual Perception Task of 2018 AIChallenger

  • 10/2018 – We released a novel Dual Shot Face Detector (DSFD) framework that achieves Top 1 performance on all FIVE settings of WIDER FACE (Easy/Medium/Hard) and FDDB (Discrete/Continuous) datasets

  • 06/2018 – Be an Intern in Tecent Youtu Lab

  • 10/2017 – Be an Intern in Tecent Wechat

  • 09/2017 – Our team abccba won the 1st Place in 2017 Didi-Udacity Self-Driving Car Challenge

  • 07/2017 – Be an Intern in TuSimple

  • 04/2017 – 1 paper accepted by ICIP'17

  • 01/2017 – Our team 3058 won the 1st Place in 2016-2017 UCar-Bittiger Self-Driving Deep Learning Challenge

  • 11/2016 – Our team Dawei won the 2nd Place in Computer Vision Task of 2016 Shanghai BOT Big Data Application Competition

  • 09/2016 – I joined in PCALab

  • 07/2016 – Be an Intern in ArcSoft

  • 04/2016 – 1 paper accepted by IET Image Processing

  • 12/2015 – Visited student in ICST of PKU



Publications

Learning from Noisy Labels with Decoupled Meta Label Purifier
Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, CaiRong Zhao
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]

Learning with Noisy labels via Self-supervised Adversarial Noisy Masking
Yuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Cai Rong Zhao
Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]

SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-resolution
Jiangning Zhang, Chao Xu, Jian Li, Yue Han, Yabiao Wang, Ying Tai, Yong Liu
AAAI Conference on Artificial Intelligence (AAAI), 2021
[Paper]

Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model
Jiangning Zhang, Chao Xu, Jian Li, Wenzhou Chen, Yabiao Wang, Ying Tai, Shuo Chen, Chengjie Wang, Feiyue Huang, Yong Liu
The Neural Information Processing Systems (NIPS), 2021
[Paper] [Code]

LSTC: Boosting Atomic Action Detection with Long-Short-Term Context
Yuxi Li, Boshen Zhang, Jian Li, Yabiao Wang, Weiyao Lin, Chengjie Wang, Jilin Li, Feiyue Huang (* equal contribution).
The ACM International Conference on Multimedia (ACM MM), 2021
[Paper] [Code]

ASFD: Automatic and Scalable Face Detector
Jian Li*, Bin Zhang*, Yabiao Wang, Ying Tai, Zhenyu Zhang, Chengjie Wang, Jilin Li, XiaoMing Huang, Yili Xia(* equal contribution).
The ACM International Conference on Multimedia (ACM MM), 2021
[Paper]

ACFD: Asymmetric Cartoon Face Detector
Bin Zhang*, Jian Li*, Yabiao Wang, Zhipeng Cui, Yili Xia, Chengjie Wang, Jilin Li, Feiyue Huang (* equal contribution).
arXiv preprint arXiv:2007.00899
[Paper]

Learning Hierarchical Graph for Occluded Pedestrian Detection
Gang Li*, Jian Li*, Shanshan zhang and Jian Yang(* equal contribution).
The ACM International Conference on Multimedia (ACM MM), 2020
[Paper]

Fast Learning of Temporal Action Proposal via Dense Boundary Generator
Chuming Lin*, Jian Li*, Yabiao Wang, Ying Tai, Donghao Luo, Zhipeng Cui, Chengjie Wang, Jilin Li, Feiyue Huang and Rongrong Ji (* equal contribution).
The AAAI Conference on Artificial Intelligence (AAAI), 2020 (Acceptance Rate: 20.6%)
Ranked No. 1 on ActivityNet Challenge 2019 on Temporal Action Proposals
[Paper (arXiv)] [Code]

Anti-Confusing: Region-Aware Network for Human Pose Estimation
Xuan Cao, Yanhao Ge, Ying Tai, Wei Zhang, Jian Li, Chengjie Wang, Jilin Li and Feiyue Huang.
arXiv:1905.00996v1, 2019
Ranked No. 1 on MPII
[Paper (arXiv)]

DSFD: Dual Shot Face Detector
Jian Li, Yabiao Wang, Changan Wang, Ying Tai, Jianjun Qian, Jian Yang, Chengjie Wang, Jilin Li and Feiyue Huang.
Computer Vision and Pattern Recognition (CVPR), 2019
Ranked No. 1 on WIDER FACE and FDDB (Until 2019.01)
[Paper (Official)] [Paper (arXiv)] [Code]
Star Fork

Ensemble R-FCN for Object Detection
Jian Li, Jianjun Qian, Yuhui Zheng.
Advances in Computer Science and Ubiquitous Computing. Springer, 2017. 400-406.
Ranked No. 1 on UCar-Bittiger Self-Driving Competition
[Paper]

Object detection via feature fusion based single network
Jian Li, Jianjun Qian, Jian Yang.
International Conference on Image Processing (ICIP), 2017
[Paper]

Deconvolution single shot multibox detector for supermarket commodity detection and classification
Dejian Li, Jian Li, Binling Nie, Shouqian Sun.
Ninth International Conference on Digital Image Processing (ICDIP), 2017
[Paper]

Non-local-based spatially constrained hierarchical fuzzy C-means method
for brain magnetic resonance imaging segmentation

Yunjie Chen; Jian Li; Hui Zhang; Yuhui Zheng; Byeungwoo Jeon; Qingming Jonathan Wu.
IET Image Processing, 2016, vol. 10, issue 11, p 865, ISSN 17519659. ISBN 17519659 (SCI)
[Paper]



Awards

  • 2019 Pioneer Awards of Youtu Lab, Tencent

  • 2018 Second-class Scholarship of Ministry of Industry and Information Technology, China

  • 2017 Awards of Tencent Elite Graduate Program

  • 2017 Principal Medal of Nanjing University of Science and Technology

  • 2017 National Graduate Scholarship

  • 2016 Second Prize of Graduate Mathematical Contest in Modeling, China

  • 2015 Merit Student of Jiangsu Province

  • 2014 First Prize of Jiangsu Province, Second Prize of China for LanQiao Cup Programing Contest.



Projects

  • Adversarial Attack and Defense

  • Temporal Action Detection

  • Human Pose Estimation

  • Face Detection

  • Large-scale Wechat Image Multi-label Classification

  • Attribute Classification for Fashion Clothes

  • 2D/3D Object Detection for Self-Driving

  • Trajectory Prediction for Self-Driving

  • Price Estimation for Used Car

  • Distributed Platform of Machine Learning

  • Digital Recognition of Industrial Meter

  • Handwriting Chinese Recognition

  • Medical Image Segmentation

  • Fingerprint Identification