Wang Yan, Yixuan Sun, Yiwen Huang, Zhongying Liu, Shuyong Gao, Wei Zhang, Weifeng Ge, and Wenqiang Zhang*. FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-22), pp. 20922-20931, 2022.

Zhaoyu Chen, Bo Li, Jianghe Xu, Shuang Wu, Shouhong Ding, and Wenqiang Zhang*. Towards Practical Certifiable Patch Defense with Vision Transformer. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR-22), pp. 15148-15158, 2022.

Yangji He, Weihan Liang, Dongyang Zhao, Hong-Yu Zhou, Weifeng Ge, Yizhou Yu, and Wenqiang Zhang*. Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(CVPR-22), pp. 9119-9129, 2022.

Chenglong Zhang, Shuyong Gao, Haofen Wang, Wenqiang Zhang*. Position-aware Joint Entity and Relation Extraction with Attention Mechanism, Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI -22), pp.4496-4502, 2022

Yan Wang, Yixuan Sun, Wei Song, Shuyong Gao, Yiwen Huang, Zhaoyu Chen, Weifeng Ge, Wenqiang Zhang*, DPCNet: Dual Path Multi-Excitation Collaborative Network for Facial Expression Representation Learning in Videos, Proceedings of the 30th ACM International Conference on Multimedia(ACM MM-22), 2022.

Shuyong Gao, Haozhe Xing, Yan Wang, Qianyu Guo, Wei Zhang, Wenqiang Zhang*, Weakly Supervised Video Salient Object Detection via Point Supervision, Proceedings of the 30th ACM International Conference on Multimedia(ACM MM-22), 2022.

Zhaoyu Chen, Bo Li, Shuang Wu, Jianghe Xu, Shouhong Ding, and Wenqiang Zhang*, Shape Matters: Deformable Patch Attack, European Conference on Computer Vision (ECCV-22), 2022.

Shuyong Gao, Wei Zhang, Yan Wang, Qianyu Guo, Chenglong Zhang, Yangji He, and Wenqiang Zhang*, Weakly-Supervised Salient Object Detection Using Point Supervison. Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI-22), 36(1), 670-678, 2022.

Pinxue Guo, Wei Zhang, Xiaoqiang Li, Wenqiang Zhang*. Adaptive Online Mutual Learning Bi-decoders for Video Object Segmentation. IEEE Transactions on Image Processing (TIP), 2022.