Qingzhong Wang

Qingzhong Wang

Applied Scientist, AWS

Publications

$*$ indicates equal contribution. $\dagger$ indicates corresponding author.

2023

  1. P2ANet: A Large-Scale Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos
    Jiang Bian, Xuhong Li, Tao Wang, Qingzhong Wang, Jun Huang, Chen Liu, Jun Zhao, Feixiang Lu, Dejing Dou and Haoyi Xiong.
    ACM Transactions on Multimedia Computing, Communications, and Applications, to appear, 2023.

  2. Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios
    Xueying Zhan $^*$, Zeyu Dai $^*$, Qingzhong Wang, Qing Li, Haoyi Xiong, Dejing Dou and Antoni Chan.
    Transactions on Machine Learning Research (TMLR), to appear, 2023.
    PDF, Code

  3. Feynman: Federated Advertising for Ecosystems-Oriented Mobile Apps Recommendation
    Jiang Bian, Jizhou Huang, Shilei Ji, Yuan Liao, Xuhong Li, Qingzhong Wang, Jingbo Zhou, Yaqing Wang, Dejing Dou, and Haoyi Xiong.
    IEEE Transactions on Service Computing, to appear, 2023.

  4. Context Matters: Cross-domain Cell Detection in Histopathology Images via Contextual Regularization
    Ziqi Wen $^*$, Qingzhong Wang $^*$, Jiang Bian, Xuhong Li, Yi Liu, and Haoyi Xiong.
    The 27th Conference on Medical Image Understanding and Analysis (MIUA), 2023.

  5. S2phere: Semi-Supervised Pre-training for Web Search over Heterogeneous Learning to Rank Data
    Yuchen Li, Haoyi Xiong, Linghe Kong, Qingzhong Wang, Shuaiqiang Wang, Guihai Chen, and Dawei Yin.
    KDD, 2023.

  6. COLTR: Semi-supervised Learning to Rank with Co-training and Over-parameterization for Web Search
    Yuchen Li, Haoyi Xiong, Qingzhong Wang, Linghe Kong, Hao Liu, Haifang Li, Jiang Bian, Shuaiqiang Wang, Guihai Chen, Dejing Dou and Dawei Yin.
    IEEE Transactions on Knowledge and Data Engineering, to appear, 2023.

  7. A Simple yet Effective Framework for Active Learning to Rank
    Qingzhong Wang, Haifang Li, Haoyi Xiong $^\dagger$, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang, Zhicong Cheng, Dejing Dou, Dawei Yin $^\dagger$.
    Machine Intelligence Research (MIR), to appear, 2023.
    PDF

  8. Video4MRI: An Emperical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks
    Yuxuan Zhang $^*$, Qingzhong Wang $^*$, Jiang Bian $^*$, Yi Liu, Yanwu Xu, Dejing Dou and Haoyi Xiong $^\dagger$.
    IEEE International Symposium on Biomedical Imaging (ISBI), 2023.
    PDF

2022

  1. A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications
    Fei Wu $^*$, Qingzhong Wang $^{*\dagger}$, Jiang Bian $^*$, Ning Ding, Feixiang Lu, Jun Cheng, Dejing Dou and Haoyi Xiong $^\dagger$.
    IEEE Transactions on Multimedia (T-MM), to appear 2022.
    PDF, Code

  2. A comparative survey of deep active learning
    Xueying Zhan, Qingzhong Wang, Kuan-hao Huang, Haoyi Xiong, Dejing Dou, Antoni B. Chan.
    NeurIPS Human in the Loop Learning Workshop, 2022.
    PDF, Code

  3. A Simple Framework for Active Learning to Rank
    Qingzhong Wang, Haifang Li, Haoyi Xiong, Wen Wang, Jiang Bian, Yu Lu, Shuaiqiang Wang Zhicong Cheng, Dawei Yin and Dejing Dou.
    NeurIPS Human in the Loop Learning Workshop, 2022.
    PDF

  4. Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN
    Yongsong Huang, Qingzhong Wang and Shinichiro Omachi.
    The 13th International Workshop on Machine Learning in Medical Imaging in MICCAI, 2022.
    PDF

  5. MUSCLE: Multi-task Self-supervised Continual Learning to Pre-train Deep Models for X-ray Images of Multiple Body Parts
    Weibin Liao, Haoyi Xiong, Qingzhong Wang, Yan Mo, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang and Dejing Dou.
    MICCAI, 2022.
    PDF

  6. Face. evoLVe: A cross-platform library for high-performance face analytics.
    Qingzhong Wang $^*$, Pengfei Zhang $^*$, Haoyi Xiong $^\dagger$ and Jian Zhao $^\dagger$.
    NeuroComputing, 2022.
    PDF, Code

  7. Parameter-Free Style Projection for Arbitrary Image Style Transfer.
    Siyu Huang, Haoyi Xiong, Tianyang Wang, Bihan Wen, Qingzhong Wang, Zeyu Chen, Jun Huan and Dejing Dou.
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.

  8. On Distinctive Image Captioning via Comparing and Reweighting.
    Jiuniu Wang, Wenjia Xu, Qingzhong Wang and Antoni B. Chan.
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), to appear, 2022.

  9. AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators.
    Yihang Yin, Qingzhong Wang, Siyu Huang and Haoyi Xiong.
    AAAI, 2022.
    Code

  10. Kernel-based Density Map Generation for Dense Object Counting.
    Jia Wan, Qingzhong Wang and Antoni B. Chan.
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 44(3):1357-1370, Mar 2022.
    Code

  11. On Diversity in Image Captioning: Metrics and Methods.
    Qingzhong Wang, Jia Wan and Antoni B. Chan.
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 44(2):1035-1049, Feb. 2022.
    Code

Earlier

  1. Infrared Image Super-Resolution via Heterogeneous Convolutional Wasserstein GAN.
    Yongsong Huang, Zetao Jiang, Qingzhong Wang, Qi Jiang and Guoming Pang.
    The 18th Pacific Rim International Conference on Artificial Intelligence, 2021.

  2. Group-based Distinctive Image Captioning with Memory Attention.
    Jiuniu Wang, Wenjia Xu, Qingzhong Wang and Antoni B. Chan.
    ACM MM, 2021.

  3. Generating Person Images with Appearance-aware Pose Stylizer.
    Siyu Huang, Haoyi Xiong, Zhi-Qi Cheng, Qingzhong Wang, Xingran Zhou, Bihan Wen, Jun Huan and Dejing Dou.
    IJCAI, 2020.

  4. Compare and Reweight: Distinctive Image Captioning Using Similar Images Sets.
    Jiuniu Wang, Wenjia Xu, Qingzhong Wang and Antoni B. Chan.
    ECCV, 2020.

  5. Does Ambient Sound Help? - Audiovisual Crowd Counting.
    Di Hu $^*$, Lichao Mou $^*$, Qingzhong Wang $^*$, Junyu Gao, Yuansheng Hua, Dejing Dou and Xiaoxiang Zhu.
    Sight and Sound Workshop at CVPR, 2020.

  6. Neighbours Matter: Image Captioning with Similar Images.
    Qingzhong Wang, Jiuniu Wang, Antoni B. Chan, Siyu Huang, Haoyi Xiong, Xingjian Li and Dejing Dou.
    BMVC, 2020.

  7. Describing like humans: on diversity in image captioning.
    Qingzhong Wang and Antoni B. Chan.
    CVPR, 2019.

  8. Gated hierarchical attention for image captioning.
    Qingzhong Wang and Antoni B. Chan.
    ACCV, 2018.

  9. Cnn+ cnn: Convolutional decoders for image captioning.
    Qingzhong Wang and Antoni B. Chan.
    Vision and Language Workshop at CVPR, 2018.

  10. Improved harmony search algorithms by tournament selection operator.
    Gang Li, Qingzhong Wang $^\dagger$ and Quan Du.
    IEEE Congress on Evolutionary Computing, 2015.

  11. A cooperative harmony search algorithm for function optimization.
    Gang Li and Qingzhong Wang $^\dagger$.
    Mathematical Problems in Engineering, 2014.