I am a PhD candidate at the School of Computer Science and Technology at Zhejiang University, where I am deeply engaged in exploring the intricacies of tracking problems within large-scale video data. My research primarily focuses on the fields of re-identification, multi-object detection, and tracking, striving to contribute innovative solutions to these complex areas.
📝 Publications
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Qian Shao, Jiangrui Kang, Qiyuan Chen, Zepeng Li, Hongxia Xu, Yiwen Cao, Jiajuan Liang , and Jian Wu. Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection. Conference on Neural Information Processing Systems. (NeurIPS), 2024. PDF
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Qian Shao, Kai Zhang, Bang Du, Zepeng Li, Yixuan Wu, Qiyuan Chen, Jian Wu, Jintai Chen. Take Your Steps: Hierarchically Efficient Pulmonary Disease Screening via CT Compression. Knowledge Discovery in Databases. Workshop:Artificial Intelligence and Data Science for Healthcare. (KDD-AIDSH), 2024. PDF
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Zepeng Li, Dongxiang Zhang, Sai Wu, Mingli Song, Gang Chen. Sampling-Resilient Multi-Object Tracking. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2024. PDF
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Ziyang Xiao, Dongxiang Zhang, Zepeng Li, Sai Wu, Kian-Lee Tan, Gang Chen. DoveDB: A Declarative and Low-Latency Video Database. Proceedings of the VLDB Endowment (VLDB), 2023. PDF
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Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen. Human-in-the-loop vehicle ReID. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2023. PDF
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Dongxiang Zhang, Zepeng Li, Xiaoli Wang, Kian-Lee Tan, Gang Chen. Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2022. PDF
📖 Educations
- 2022.09 - now, Zhejiang University, majoring in computer science and technology, pursuing a Ph.D.
- 2018.09 - 2022.06, University of Electronic Science and Technology of China, major in basic mathematics and physics, bachelor.
🫵 Contact
Qian Shao: Homepage
Qiyuan Chen: Homepage