Jiaqi Tang

Captured at Seattle, WA, USA

🎓 I am pursuing my M.Phil. in Artificial Intelligence at The Hong Kong University of Science and Technology (Guangzhou), supervised by Prof. Ying-Cong Chen and Prof. Qifeng Chen. Before that, I obtained a B.Eng. in Data Science and Big Data Tech., from the School of Computer Science, Northwestern Polytechnical University (NWPU), supervised by Prof. Wei Wei and a Minor in Business Administration from the School of Management in 2022.

💼 I also maintain strong collaborations with the industry, working closely with Dr. Xiaogang Xu from Huawei 2012 Lab, Mr. Qingguo Chen and Mr. Yifeng Wu at Alibaba Group, Dr. Jiangbo Lu (CTO), Dr. Sixing Hu (Director of Digital Media & Imaging) and Dr. Ruizheng Wu at SmartMore Corporation.

🔍 Currently, my research focuses on Large Multi-Modalities Model. If you are interested in collaborating with me, please feel free to contact me.

news

Sep 25, 2024	One paper is accepted by NeurIPS2024.
Sep 16, 2024	One paper is accepted by SenSys2024.
Jul 01, 2024	One paper is accepted by ECCV2024.
Apr 02, 2024	One survey is accepted by CVPRW2024 (Oral).
Feb 27, 2024	One paper is accepted by CVPR2024.

selected publications

NeurIPS

Hawk: Learning to Understand Open-World Video Anomalies

Jiaqi Tang*, Hao Lu* , Ruizheng Wu , Xiaogang Xu , Ke Ma , Cheng Fang , Bin Guo , Jiangbo Lu , Qifeng Chen , and Ying-Cong Chen

In Neural Information Processing Systems (NeurIPS) , 2024

*: Equal Contribution

Bib Code

@inproceedings{atang2024hawk,
  title = {Hawk: Learning to Understand Open-World Video Anomalies},
  author = {Tang*, Jiaqi and Lu*, Hao and Wu, Ruizheng and Xu, Xiaogang and Ma, Ke and Fang, Cheng and Guo, Bin and Lu, Jiangbo and Chen, Qifeng and Chen, Ying-Cong},
  year = {2024},
  booktitle = {Neural Information Processing Systems (NeurIPS)},
  note = {*: Equal Contribution},
  selected = {true}
}

CVPR

Learning to Remove Wrinkled Transparent Film with Polarized Prior

Jiaqi Tang, Ruizheng Wu , Xiaogang Xu , Sixing Hu , and Ying-Cong Chen

In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , 2024

arXiv Bib Code Website

@inproceedings{tang2024learning,
  title = {Learning to Remove Wrinkled Transparent Film with Polarized Prior},
  author = {Tang, Jiaqi and Wu, Ruizheng and Xu, Xiaogang and Hu, Sixing and Chen, Ying-Cong},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  website = {https://jqt.me/_FilmRemoval_/},
  selected = {true},
}

ECCV

An Incremental Unified Framework for Small Defect Inspection

Jiaqi Tang, Hao Lu , Xiaogang Xu , Ruizheng Wu , Sixing Hu , Tong Zhang , Tsz Wa Cheng , Ming Ge , Ying-Cong Chen , and Fugee Tsung

In 18th European Conference on Computer Vision (ECCV) , 2024

Bib Code Website

@inproceedings{tang2024incremental,
  title = {An Incremental Unified Framework for Small Defect Inspection},
  author = {Tang, Jiaqi and Lu, Hao and Xu, Xiaogang and Wu, Ruizheng and Hu, Sixing and Zhang, Tong and Cheng, Tsz Wa and Ge, Ming and Chen, Ying-Cong and Tsung, Fugee},
  booktitle = {18th European Conference on Computer Vision (ECCV)},
  year = {2024},
  website = {https://jqt.me/_IUF_},
  selected = {true},
}

CVPRW

GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing

Hao Lu* , Xuesong Niu* , Jiyao Wang* , Yin Wang* , Qingyong Hu* , Jiaqi Tang*, Yuting Zhang , Kaishen Yuan , Bin Huang , Zitong Yu , Dengbo He , Shuiguang Deng , Hao Chen , Ying-Cong Chen , and Shiguang Shan

In IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) , 2024

*: Equal Contribution; Oral

Bib Website

@inproceedings{lu2024gpt,
  title = {GPT as Psychologist? Preliminary Evaluations for GPT-4V on Visual Affective Computing},
  author = {Lu*, Hao and Niu*, Xuesong and Wang*, Jiyao and Wang*, Yin and Hu*, Qingyong and Tang*, Jiaqi and Zhang, Yuting and Yuan, Kaishen and Huang, Bin and Yu, Zitong and He, Dengbo and Deng, Shuiguang and Chen, Hao and Chen, Ying-Cong and Shan, Shiguang},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
  year = {2024},
  website = {https://github.com/lupaopao/gpt4affectivity},
  selected = {true},
  note = {*: Equal Contribution; Oral}
}

ECAI

High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation

Jiaqi Tang, Xiaogang Xu , Sixing Hu , and Ying-Cong Chen

In 26th European Conference on Artificial Intelligence (ECAI) , 2023

Long Oral

arXiv Bib Code

@inproceedings{tang2023high,
  title = {High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation},
  author = {Tang, Jiaqi and Xu, Xiaogang and Hu, Sixing and Chen, Ying-Cong},
  booktitle = {26th European Conference on Artificial Intelligence (ECAI)},
  pages = {2330--2337},
  year = {2023},
  selected = {true},
  note = {Long Oral}
}