Xin Li
Assistant Research Fellow
Artificial Intelligence Center
Peng Cheng Laboratory
Email: xinlihitsz [at] gmail dot com
ABOUT ME
I am an assistant research fellow at the Artificial Intelligence Center, Peng Cheng Laboratory. I obtained the Ph.D. degree at Harbin Institute of Technology, Shenzhen in 2020, under the advisement of Prof. Zhenyu He. During the fall of 2017 to the fall of 2018, I was supported by the China Scholarship Council and worked with Prof. Ming-Hsuan Yang as a joint-training Ph.D. student at the University of California, Merced. I am interested in computer vision and machine learning problems. Currently, I am working on Visual Tracking and related problems.
NEWS
03/2024, our paper "Context-Guided Black-Box Attack for Visual Tracking" is accepted to TMM.
02/2024, our paper "RTracker: Recoverable Tracking via PN Tree Structured Memory" is accepted to CVPR 2024.
08/2023, we get the 2nd place of the video object segmentation track in ICCV Youtube VOS Challenge (2023).
07/2023, our paper "CiteTracker: Correlating Image and Text for Visual Tracking" is accepted to ICCV 2023.
12/2022, one self-supervised tracking paper is accepted to TNNLS.
09/2022, start my journey at PCL as an assistant research fellow.
03/2022, two papers are accepted to CVPR 2022.
01/2022, our paper "Learning Dual-Level Deep Representation for Thermal Infrared Tracking" is accepted to TMM.
08/2021, we release a large-scale neuromorphic tracking dataset VisEvent (paper).
07/2021, one visual tracking paper is accepted to ICCV 2021.
06/2021, two papers are accepted to TCSVT.
09/2020, our paper "Dual-regression model for visual tracking" is accepted to Neural Networks.
09/2020, start my postdoc at Artificial Intelligence Center, Peng Cheng Laboratory. Good luck!
07/2020, our paper "LSOTB-TIR: A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark" is accepted to ACM International Conference on Multimedia 2020.
07/2020, our paper "Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking " is accepted to TMM.
01/2020, successfully defense my Ph.D. thesis.
11/2019, our paper "Multi-Task Driven Feature Models for Thermal Infrared Tracking'' is accepted to AAAI 2020.
03/2019, our paper "Target-Aware Deep Tracking'' is accepted to CVPR 2019.
09/2018, finish my visit at UCM and come back to China.
09/2017, start my visit at UCM.
SELECTED PUBLICATIONS
RTracker: Recoverable Tracking via PN Tree Structured Memory
Yuqing Huang, Xin Li, Zikun Zhou, Yaowei Wang, Zhenyu He, Ming-Hsuan Yang, CVPR, 2024.
[paper] [code]
Self-Supervised Tracking via Target-Aware Data Synthesis
Xin Li*, Wenjie Pei*, Yaowei Wang, Zhenyu He, Huchuan Lu, Ming-Hsuan Yang, TNNLS, 2023.
[paper] [code and raw results]
Dual-regression Model for Visual Tracking
Xin Li, Qiao Liu, Nana, Fan, Zikun Zhou, Zhenuyu He, Xiao-yuan Jing, Neural Networks, 2020.
[paper] [code]
LSOTB-TIR: a Large-scale High-diversity Thermal Infrared Object Tracking Benchmark
Qiao Liu, Xin Li, Zhenuyu He, Chenglong Li, Jun Li, Zikun Zhou, Di Yuan, Jing Li, Kai Yang, Nana Fan, Feng Zheng, in Twenty-Eighth ACM Multimedia Conference, (MM), 2020. .
PTB-TIR: A Thermal Infrared Pedestrian Tracking Benchmark
Qiao Liu, Zhenyu He, Xin Li, Yuan Zheng, IEEE Transactions on Multimedia, 2019.
PROFESSIONAL ACTIVITIES
Area Chair & Senior Program Committee Member (SPC)
AAAI, 2023-2024.
NeurIPS, 2024.
British Machine Vision Conference (BMVC), 2023-2024.
Conference Reviewer
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018-2024.
IEEE International Conference on Computer Vision (ICCV), 2019, 2021,2023.
European Conference on Computer Vision (ECCV), 2018, 2020, 2022,2024.
AAAI Conference on Artificial Intelligence, 2020-2022.
WACV, 2021.
British Machine Vision Conference (BMVC), 2018, 2019.
Asian Conference on Computer Vision (ACCV), 2020.
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), 2019.
Journal Reviewer
International Journal of Computer Vision (IJCV)
IEEE Transactions on Image Processing (TIP)
IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
IEEE Transactions on Multimedia (TMM)
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
IEEE Transactions on Intelligent Transportation Systems (TITS)
Image and Vision Computing (IVC)
Knowledge-Based Systems
Neurocomputing