A survey of deep active learning P Ren, Y Xiao, X Chang, PY Huang, Z Li, BB Gupta, X Chen, X Wang ACM computing surveys (CSUR) 54 (9), 1-40, 2022 | 999 | 2022 |
A comprehensive survey of neural architecture search: Challenges and solutions P Ren, Y Xiao, X Chang, PY Huang, Z Li, X Chen, X Wang ACM Computing Surveys (CSUR) 54 (4), 1-34, 2021 | 574 | 2021 |
A comprehensive survey of scene graphs: Generation and application X Chang, P Ren, P Xu, Z Li, X Chen, A Hauptmann IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (1), 1-26, 2021 | 263* | 2021 |
Rank-constrained spectral clustering with flexible embedding Z Li, F Nie, X Chang, L Nie, H Zhang, Y Yang IEEE transactions on neural networks and learning systems 29 (12), 6073-6082, 2018 | 258 | 2018 |
Dynamic affinity graph construction for spectral clustering using multiple features Z Li, F Nie, X Chang, Y Yang, C Zhang, N Sebe IEEE transactions on neural networks and learning systems 29 (12), 6323-6332, 2018 | 256 | 2018 |
Visual saliency guided complex image retrieval H Wang, Z Li, Y Li, BB Gupta, C Choi Pattern Recognition Letters 130, 64-72, 2020 | 228 | 2020 |
Exploring auxiliary context: discrete semantic transfer hashing for scalable image retrieval L Zhu, Z Huang, Z Li, L Xie, HT Shen IEEE transactions on neural networks and learning systems 29 (11), 5264-5276, 2018 | 161 | 2018 |
Beyond trace ratio: weighted harmonic mean of trace ratios for multiclass discriminant analysis Z Li, F Nie, X Chang, Y Yang IEEE Transactions on Knowledge and Data Engineering 29 (10), 2100-2110, 2017 | 161 | 2017 |
ZeroNAS: Differentiable generative adversarial networks search for zero-shot learning C Yan, X Chang, Z Li, W Guan, Z Ge, L Zhu, Q Zheng IEEE transactions on pattern analysis and machine intelligence 44 (12), 9733 …, 2021 | 135 | 2021 |
Dynamic slimmable network C Li, G Wang, B Wang, X Liang, Z Li, X Chang Proceedings of the IEEE/CVF Conference on computer vision and pattern …, 2021 | 133 | 2021 |
Zero-shot event detection via event-adaptive concept relevance mining Z Li, L Yao, X Chang, K Zhan, J Sun, H Zhang Pattern Recognition 88, 595-603, 2019 | 123 | 2019 |
Self-weighted robust LDA for multiclass classification with edge classes C Yan, X Chang, M Luo, Q Zheng, X Zhang, Z Li, F Nie ACM Transactions on Intelligent Systems and Technology (TIST) 12 (1), 1-19, 2020 | 113 | 2020 |
Learning adaptive spatial-temporal context-aware correlation filters for UAV tracking D Yuan, X Chang, Z Li, Z He ACM Transactions on Multimedia Computing, Communications, and Applications …, 2022 | 111 | 2022 |
TN-ZSTAD: Transferable network for zero-shot temporal activity detection L Zhang, X Chang, J Liu, M Luo, Z Li, L Yao, A Hauptmann IEEE Transactions on Pattern Analysis and Machine Intelligence 45 (3), 3848-3861, 2022 | 100 | 2022 |
Zero-Shot Object Detection with Textual Descriptions Z Li, L Yao, X Zhang, X Wang, S Kanhere, H Zhang Proceedings of the AAAI Conference on Artificial Intelligence 33, 8690-8697, 2019 | 92 | 2019 |
Simple to Complex Cross-modal Learning to Rank M Luo, X Chang, Z Li, L Nie, AG Hauptmann, Q Zheng Computer Vision and Image Understanding, 2017 | 82 | 2017 |
Two-stream multirate recurrent neural network for video-based pedestrian reidentification Z Zeng, Z Li, D Cheng, H Zhang, K Zhan, Y Yang IEEE Transactions on Industrial Informatics 14 (7), 3179-3186, 2017 | 73 | 2017 |
Fuzzy K-means clustering with discriminative embedding F Nie, X Zhao, R Wang, X Li, Z Li IEEE Transactions on Knowledge and Data Engineering, 2022 | 40 | 2022 |
Joint principal component and discriminant analysis for dimensionality reduction X Zhao, J Guo, F Nie, L Chen, Z Li, H Zhang IEEE transactions on neural networks and learning systems 31 (2), 433-444, 2019 | 40 | 2019 |
Multi-modal joint clustering with application for unsupervised attribute discovery L Liu, F Nie, A Wiliem, Z Li, T Zhang, BC Lovell IEEE Transactions on Image Processing 27 (9), 4345-4356, 2018 | 39 | 2018 |