Junjie Ye
PhD Student in Computer Science
University of Southern California
Biography
🍀 I am a first-year CS PhD student at USC, advised by Prof. Yue Wang. I obtained my bachelor’s and master’s degrees from Tongji University with the highest honor Academic Pioneer, where I worked in Vision4robotics Group directed by Prof. Changhong Fu. I have been fortunate to spend time at CVG Group in ETHz (under ETH RSF 2022), and MARS Lab in QiZhi Institute.
Download my Resumé.
- Robotics
- Foundation models
- Visual object tracking
- Visual localization
-
PhD Student in Computer Science, 2023-Now
University of Southern California, USA
-
MEng in Mechanical Engineering, 2020-2023
Tongji University, Shanghai
-
BEng in Mechanical Engineering, 2016-2020
Tongji University, Shanghai
News
2023-07: One paper accepted by ICCV 2023!
Our paper "PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework" is accepted by ICCV 2023 in Paris, France!
2022-11: Highest Academic Honor of Tongji 💯
I win the Academic Pioneer of Tongji (top 10 among all graduate students), as the only master's student among the awardees.
2022-11: One paper accepted by IEEE TII (IF: 12.3) ✨
Our paper "Scale-Aware Siamese Object Tracking for Vision-Based UAM Approaching" is accepted by IEEE Transactions on Industrial Informatics!
2022-10: National Scholarship of China 💰💰
I'm awarded the National Scholarship of China for Graduate Students!
2022-03: ETH Robotics Student Fellowship! 🍺🍺🍺
I am delighted to be accepted by the ETH RSF program. The acceptance rate is only 7.1%! This summer, I will be an incoming research intern in the Computer Vision and Geometry group led by Prof. Marc Pollefeys with a full grant.
2022-03: One paper accepted by CVPR 2022! 😎
Our paper "Unsupervised Domain Adaptation for Nighttime Aerial Tracking" is accepted by CVPR 2022 in New Orleans, Louisiana, USA! Great thanks to my co-authors~
2022-02: Two papers accepted by ICRA 2022! 👏
Our papers "Tracker Meets Night: A Transformer Enhancer for UAV Tracking" and "Ad2Attack: Adaptive Adversarial Attack on Real-Time UAV Tracking" are accepted by ICRA 2022 in Philadelphia (PA), USA!
2022-01: One paper accepted by IEEE RA-L! 🎆
Our paper "Tracker Meets Night: A Transformer Enhancer for UAV Tracking" is accepted by IEEE Robotics and Automation Letters!
2021-07: One paper accepted by ICCV 2021! 🌈
Our paper "HiFT: Hierarchical Feature Transformer for Aerial Tracking" is accepted by ICCV 2021!
2021-07: Two papers accepted by IROS 2021!
Our papers "SiamAPN++: Siamese Attentional Aggregation Network for Real-Time UAV Tracking", and "DarkLighter: Light Up the Darkness for UAV Tracking" are accepted by IROS 2021 in Prague, Czech Republic!
2021-07: Research Intern at Tech & Data Center, JD.COM
Starting from July, I am honored to be a research intern at Tech & Data Center, JD.COM Inc.
2021-06: The IEEE ICRA 2021 in Xi’an, China
I’m honored to chair the session “Aerial Robotics: Tracking” onsite ICRA’21 on behalf of Prof. C. Fu. My three co-authored papers are presented in this session.
2021-05: Our paper MRCF accepted by IEEE TIE 💯
Our paper "Multi-Regularized Correlation Filter for UAV Tracking and Self-Localization" is accepted by IEEE Transactions on Industrial Electronics!
2021-05: Research Assistent at UAV Lab, Tsinghua
Starting from early May, I am honored to be a graduate research assistant at UAV Lab, Tsinghua University, supervised by Prof. Geng Lu.
2021-02: Three papers accepted by ICRA 2021!
Our papers "Siamese Anchor Proposal Network for High-Speed Aerial Tracking", "ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking", and "Mutation Sensitive Correlation Filter for Real-Time UAV Tracking with Adaptive Hybrid Label", are accepted by ICRA 2021 in Xi'an, China!
2020-10: Our paper IBRI accepted by IEEE TGRS 😸
My first research work "Disruptor-Aware Interval-Based Response Inconsistency for Correlation Filters in Real-Time Aerial Tracking" is accepted by IEEE Transactions on Geoscience and Remote Sensing!
2020-07: Excellent Graduate Honor! 😆
I am awarded the Excellent Graduate Honor of Shanghai.
Featured Publications
Awards & Recognitions
- 2023, USC Viterbi School of Engineering Fellowship
- 2023, Outstanding Thesis Award of Tongji
- 2023, Excellent Graduate of Shanghai (top 2%)
- 2023, Featured by Tongji University [1, 2]
- 2022, Academic Pioneer of Tongji University (10/18,584)
- 2022, National Scholarship (top 1%) for Graduate Students
- 2022, ETH Robotics Student Fellowship 2022 (ETH RSF 2022)
- 2020, Excellent Graduate of Shanghai (top 2%)
- 2019, National Scholarship (top 1%) for Undergraduate Students
Academic Services
Invited reviewer for top publications, including IROS’21/’22/‘23/‘24, CVPR’22/‘23/‘24, ECCV’22/‘24, ICCV'23, ICRA’23/‘24, NeurIPS'23, ICLR'24, ICML'24, IEEE T-NNLS, IEEE RA-L, and IEEE Systems Journal, etc.
Experience
