I am a Ph.D. candidate in Institute of Artificial Intelligence and Robotics at Xi’an Jiaotong University, advised by Prof. Le Wang. I was also very glad to have the opportunity to be advised by Prof. Sanping Zhou. From November 2023 to November 2024, I joined the University of Illinois Chicago (UIC) as a visiting scholar, advised by Prof. Wei Tang, working on collaborative research in video understanding and anomaly detection. Previously, I obtained my bachelor’s degree from Northwest A&F University in 2019.

🔭 My research interests include video anomaly detection, traffic scene understanding, and multimodal learning, image generation.

📨 I welcome any discussion, collaboration, or academic exchange.

🔥 News

  • 2024.07: 🎉🎉 One paper on unsupervised video anomaly detection got accepted by ECCV 2024.
  • 2023.11: 🎉🎉 One paper on weakly-supervised video anomaly detection got accepted by IEEE Transactions on Multimedia (TMM).
  • 2023.01: 🎉🎉 One paper (MAAM-Net) on one-class video anomaly detection got accepted by Pattern Recognition (PR).
  • 2021.09: 🎉🎉 One paper on person image generation got accepted by Pattern Recognition (PR).
  • 2020.08: 🎉🎉 One paper on person image generation got accepted by BMVC 2020.

📝 Publications

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Learning Anomalies with Normality Prior for Unsupervised Video Anomaly Detection

Haoyue Shi, Le Wang, Sanping Zhou, Gang Hua, and Wei Tang

ECCV 2024

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Abnormal Ratios Guided Multi-Phase Self-Training for Weakly-Supervised Video Anomaly Detection

Haoyue Shi, Le Wang, Sanping Zhou, Gang Hua, and Wei Tang

IEEE Transactions on Multimedia 2023

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Memory-augmented appearance-motion network for video anomaly detection

Le Wang, Junwen Tian, Sanping Zhou, Haoyue Shi, Gang Hua, and Wei Tang

Pattern Recognition 2023

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Loss functions for pose guided person image generation

Haoyue Shi, Le Wang, Nanning Zheng, Gang Hua, and Wei Tang

Pattern Recognition 2021

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Loss Functions for Person Image Generation

Haoyue Shi, Le Wang, Wei Tang, Nanning Zheng, and Gang Hua

BMVC 2020

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🎖 Honors and Awards

  • Outstanding Graduate Student (Xi’an Jiaotong University), 2024.
  • China Mobile Scholarship (Xi’an Jiaotong University), 2024.
  • Special Scholarship for Doctoral Students (Xi’an Jiaotong University), 2023
  • Baosheng Hu Scholarship (Xi’an Jiaotong University), 2021
  • Outstanding Undergraduate Thesis Award (Northwest A&F University), 2019
  • Third Prize, The 3rd China Data Mining Competition, 2018
  • President’s Scholarship (Northwest A&F University), 2018
  • National Endeavor Scholarship (Northwest A&F University), 2016 & 2017

📖 Professional services

Conference Reviewer

  • CVPR, ICCV, ECCV

Journal Reviewer

  • PR, TMM, MVAP, SIVP

💬 Posters

  • 2024.10, European Conferenceon Computer Vision, Milan, Italy
  • 2024.09, Midwest Computer Vision Workshop, Indiana University, USA