代表性论著
[1] Ziyi Liu, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 2022.
[2] Ziyi Liu, Le Wang, Qilin Zhang, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization", AAAI Conference on Artificial Intelligence (AAAI'2021).
[3] Ziyi Liu, Le Wang, Wei Tang, Junsong Yuan, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context", AAAI Conference on Artificial Intelligence (AAAI'2021).
[4] Ziyi Liu, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng, and Gang Hua, "Weakly Supervised Temporal Action Localization through Contrast based Evaluation Networks", International Conference on Computer Vision (ICCV'2019).
[5] Ziyi Liu, Le Wang, Gang Hua, Qilin Zhang, Zhenxing Niu, Ying Wu, and Nanning Zheng. Joint video object discovery and segmentation by coupled dynamic markov networks. IEEE Transactions on Image Processing (T-IP), 2018.
[6] Ziyi Liu, Siyu Yu, and Nanning Zheng. A co-point mapping-based approach to drivable area detection for self-driving cars. Engineering, 2018.
[7] Ziyi Liu, Le Wang, and Nanning Zheng. Content-aware attention network for action recognition. International Conference on Artificial Intelligence Applications and Innovations (AIAI'2018).
[8] Nanning Zheng, Ziyi Liu, Pengju Ren, Yongqiang Ma, Shitao Chen, Siyu Yu, Jianru Xue, Badong Chen, and Fei-yue Wang. Hybrid-augmented intelligence: collaboration and cognition. Frontiers of Information Technology & Electronic Engineering, 2017. (Best Paper Award)
[9] Zixin Zhu, Le Wang, Wei Tang, Ziyi Liu, Nanning Zheng, and Gang Hua, "Learning Disentangled Classification and Localization Representations for Temporal Action Localization", AAAI Conference on Artificial Intelligence (AAAI'2022).
[10] Jingjing Jiang, Ziyi Liu, Yifan Liu, Zhixiong Nan, and Nanning Zheng. "X-ggm: Graph generative modeling for out-of-distribution generalization in visual question answering." ACM International Conference on Multimedia (ACM-MM'2021).
