About Me

I’m currently working for my Ph.D. degree at Institute of Automation, Chinese Academy of Sciences (CASIA) and University of Chinese Academy of Sciences (UCAS), supervised by Prof. Kaiqi Huang (IAPR Fellow). Before that, I received my master’s degree from the Department of Computer Science, the University of Hong Kong (HKU) under the supervision of Prof. Choli Wang. I’m currently learning computer vision, visual object tracking and cognitive neuroscience.

News

2023.11 : 👩‍🎓Passed the doctoral thesis defense with unanimous distinction.
2023.10 : 🏆Obtain China National Scholarship (国家奖学金, top 0.2%, only 8 Ph.D. students in main campus of UCAS win this scholarship).
2023.10 : 🏆Obtain First Prize of Climbing Scholarship (攀登一等奖学金, only 6 students in CASIA win this scholarship).
2023.10 : 📝One second author & co-corresponding author paper has been accepted by International Journal of Computer Vision (IJCV, CCF-A Journal, IF=19.5).
2023.9 : 📝One first author survey has been accepted by Journal of Images and Graphics (CCF-B Chinese Journal).
2023.9 : 📝One first author paper has been accepted by the 37th Conference on Neural Information Processing Systems (NeurIPS, CCF-A Conference, Poster).
2023.9 : 📝One first author paper has been accepted by International Journal of Computer Vision (IJCV, CCF-A Journal, IF=19.5).
2023.8 : 📝One second author paper has been accepted by the 6th Chinese Conference on Pattern Recognition and Computer Vision (PRCV, CCF-C Conference, Poster).
2022.6 : 🏆Obtain merit student of University of Chinese Academy of Sciences.
2022.6 : 📝One paper has been accepted by Neurocomputing (Neu, CCF-C Journal, IF=6).
2022.2 : 📝One first author paper has been accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI, CCF-A Journal, IF=23.6).
2021.6 : 📝One survey has been accepted by Journal of Graphics (CCF-C Chinese Journal).

Research Interests

Visual Object Tracking (VOT)
Visual Turing Test (VTT)
Evaluation Techniques
Data-centric AI
Cognitive Neuroscience

Education

2019.9 - Now : Ph.D. in Computer Application Technology, Institute of Automation, Chinese Academy of Sciences (CASIA) and University of Chinese Academy of Sciences (UCAS), advised by Prof. Kaiqi Huang (IAPR Fellow)
2017.9 - 2019.6 : M.S. in Computer Science, Department of Computer Science, University of Hong Kong (HKU), advised by Prof. Choli Wang. [Diploma project] grade: A+
2013.9 - 2017.6 : B.E. in Information Engineering, Elites Class in School of Information and Electronics, Beijing Institute of Technology (BIT). Diploma project grade: A+

Experiences

2022.9 - Now : Initiator and organizer of interdisciplinary symposia around computer vision (22 participants from 10+ universities, once a week)
2022.9 - 2023.7 : Assisted tutor for two undergraduate students about their bachelor’s degree projects in University of Chinese Academy of Sciences (UCAS) (one for visual object tracking, one for visual Turing test)
2022.5 - 2022.10 : Organizer of the 3rd High-Speed Low-Power Visual Understanding Challenge in the 5th Chinese Conference on Pattern Recognition and Computer Vision
2018.3 - 2018.11 : Research assistant at Big-Little Heterogeneous Computing with Polymorphic GPU Kernels, University of Hong Kong
2016.8 - 2016.9 : Internship on satellite faster algorithm of hard X-ray modulation telescope for space pilot satellite project at Aerospace Information Research Institute, Chinese Academy of Sciences. Internship grade: A+
2015.7 - 2015.8 : Summer school at University of California, Berkeley. Course grade (new media): A+
2015.7 - 2015.8 : Team leader in Summer Social Practice in University of California, Berkeley
2013.9 - 2017.6 : League Branch Secretary of Elites Class in School of Information and Electronics, Beijing Institute of Technology

Publications

Journals

Global Instance Tracking: Locating Target More Like Humans
Shiyu Hu, X. Zhao, L. Huang, K. Huang
TPAMI 2023 (CCF-A Journal, IF=23.6): IEEE Transactions on Pattern Analysis and Machine Intelligence
[📃Paper] [🗒bibTex] [📑PDF] [🌐Platform] [🔧Toolkit] [💾Dataset]
SOTVerse: A User-defined Task Space of Single Object Tracking
Shiyu Hu, X. Zhao, K. Huang
IJCV 2023 (CCF-A Journal, IF=19.5): International Journal of Computer Vision
[📃Paper] [🗒bibTex] [📑PDF] [🌐Platform]
BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision
X. Zhao#, Shiyu Hu#, Y. Wang, J. Zhang, Y. Hu, R. Liu, H. Lin, Y. Li, R. Li, K. Liu, J. Li (#-corresponding author)
IJCV 2023 (CCF-A Journal, IF=19.5): International Journal of Computer Vision
[📃Paper] [🌐Platform] [🗒bibTex] [📑PDF] [🔧Toolkit] [💾Dataset]
Visual Intelligence Evaluation Techniques for Single Object Tracking: A Survey (单目标跟踪中的视觉智能评估技术综述)
Shiyu Hu, X. Zhao, K. Huang
《中国图象图形学报》(CCF-B Chinese Journal): Journal of Images and Graphics 2023
[📃Paper] [📑PDF]
Revisiting Instance Search: A New Benchmark Using Cycle Self-training
Y. Zhang, C. Liu, W. Chen, X. Xu, F. Wang, H. Li, Shiyu Hu, X. Zhao
Neu 2022 (CCF-C Journal, IF=6): Neurocomputing
[📃Paper] [🗒bibTex] [📑PDF] [🌐Project]
Visual Turing: The Next Development of Computer Vision in The View of Human-computer Gaming (视觉图灵：从人机对抗看计算机视觉下一步发展)
K. Huang, X. Zhao, Q. Li, Shiyu Hu
《图学学报》(CCF-C Chinese Journal): Journal of Graphics 2021
[📃Paper] [🗒bibTex] [📑PDF]

Conferences

A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and causal Relationship
Shiyu Hu, D. Zhang, M. Wu, X. Feng, X. Li, X. Zhao, K. Huang
NeurIPS 2023 (CCF-A Conference, Poster): the 37th Conference on Neural Information Processing Systems
[📃PDF] [📌Poster] [📹Slides] [🌐Platform] [💾Dataset]
A Hierarchical Theme Recognition Model for Sandplay Therapy
X. Feng, Shiyu Hu, X. Chen, K. Huang
PRCV 2023 (CCF-C Conference, Poster): the 6th Chinese Conference on Pattern Recognition and Computer Vision
[📑PDF] [🔖Supplementary] [📌Poster]
Rethinking Similar Object Interference in Single Object Tracking
Y. Wang, Shiyu Hu, X. Zhao
CSAI 2023 (EI Conference, Oral): the 7th International Conference on Computer Science and Artificial Intelligence

Awards & Honors

2023 China National Scholarship (国家奖学金, top 0.2%, only 8 Ph.D. students in main campus of University of Chinese Academy of Sciences win this scholarship)
2023 First Prize of Climbing Scholarship in Institute of Automation, Chinese Academy of Sciences (攀登一等奖学金, only 6 students in Institute of Automation, Chinese Academy of Sciences win this scholarship)
2022 Merit Student of University of Chinese Academy of Sciences (中国科学院大学三好学生)
2017 Excellent Innovative Student of Beijing Institute of Technology (北京理工大学优秀创新学生)
2016 Excellent League Member on Youth Day Competition of Beijing Institute of Technology (北京理工大学优秀团员)
2016 College Scholarship of Chinese Academy of Sciences (中国科学院大学生奖学金)
2015 National First Prize in Contemporary Undergraduate Mathematical Contest in Modeling (CUMCM) (全国大学生数学建模竞赛国家一等奖, top 1%, only 1 team in Beijing Institute of Technology win this prize) [📑PDF] [📖Selected and Reviewed Outstanding Papers in CUMCM (2011-2015) (Chapter 9)]
2015 First Prize of Mathematics Modeling Competition within Beijing Institute of Technology (北京理工大学数学建模校内选拔赛第一名)
2015 Outstanding Individual on Summer Social Practice of Beijing Institute of Technology (北京理工大学暑期社会实践优秀个人)
2015 Second Prize on Summer Social Practice of Beijing Institute of Technology (北京理工大学暑期社会实践二等奖, team leader)
2015 Outstanding Student Cadre of Beijing Institute of Technology (北京理工大学优秀学生干部)
2015 Outstanding League Cadre on Youth Day Competition of Beijing Institute of Technology (北京理工大学优秀团干部)
2015 Outstanding Youth League Branch of Beijing Institute of Technology (北京理工大学优秀团支部, team leader)
2015 Top 10 Activities on Youth Day Competition of Beijing Institute of Technology (北京理工大学十佳团日活动, team leader)
2014 Outstanding Student of Beijing Institute of Technology (北京理工大学优秀学生)
2014, 2015, 2016, 2017 Academic Scholarship of Beijing Institute of Technology (北京理工大学学业奖学金)

Maintained Projects

For More Info

Contact

hushiyu1995@qq.com (Main)
hushiyu199510@gmail.com
hushiyu2019@ia.ac.cn (Valid from 2019.6 - 2024.1)

Shiyu Hu