| Rethinking maximum mean discrepancy for visual domain adaptation W Wang, H Li, Z Ding, F Nie, J Chen, X Dong, Z Wang IEEE Transactions on Neural Networks and Learning Systems 34 (1), 264-277, 2021 | 84 | 2021 |
| Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal Pretraining XL Xunlin Zhan, Yangxin Wu, Xiao Dong,Yunchao Wei, Minlong Lu, Yichi Zhang ... International Conference on Computer Vision, 2021 | 66* | 2021 |
| Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection X Dong, L Zhu, X Song, J Li, Z Cheng International Joint Conference on Artificial Intelligence, 2019 | 63 | 2019 |
| Unsupervised Deep K-means Hashing for Efficient Image Retrieval and Clustering X Dong, L Liu, L Zhu, Z Cheng, H Zhang IEEE Transactions on Circuits and Systems for Video Technology, 2020 | 40 | 2020 |
| KATZMDA: Prediction of miRNA-disease Associations based on KATZ Model Y Qu, H Zhang, C Liang, X Dong Ieee Access 6, 3943-3950, 2017 | 40 | 2017 |
| M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining X Dong, X Zhan, Y Wu, Y Wei, MC Kampffmeyer, X Wei, M Lu, Y Wang, ... IEEE Conference on Computer Vision and Pattern Recognition, 2022 | 37 | 2022 |
| Joint Graph Regularization based Modality-Dependent Cross-Media Retrieval J Yan, H Zhang, J Sun, Q Wang, P Guo, L Meng, W Wan, X Dong Multimedia Tools and Applications 77 (3), 3009-3027, 2018 | 37 | 2018 |
| Weighted Locality Collaborative Representation based on Sparse Subspace X Dong, H Zhang, L Zhu, W Wan, Z Wang, Q Wang, P Guo, H Ji, J Sun Journal of Visual Communication and Image Representation 58, 187-194, 2019 | 28 | 2019 |
| Self-training enhanced: Network embedding and overlapping community detection with adversarial learning J Chen, Z Gong, J Mo, W Wang, C Wang, X Dong, W Liu, K Wu IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6737-6748, 2021 | 25 | 2021 |
| Trio-based Collaborative Multi-view Graph Clustering with Multiple Constraints R Wang, L Li, X Tao, X Dong, P Wang, P Liu Information Processing & Management, 2020 | 21 | 2020 |
| Iterative graph attention memory network for cross-modal retrieval X Dong, H Zhang, X Dong, X Lu Knowledge-Based Systems 226, 107138, 2021 | 20 | 2021 |
| A Two-Stage Learning Approach to Face Recognition X Dong, H Zhang, J Sun, W Wan Journal of Visual Communication and Image Representation 43, 21-29, 2017 | 19 | 2017 |
| PathReasoner: Explainable reasoning paths for commonsense question answering X Zhan, Y Huang, X Dong, Q Cao, X Liang Knowledge-Based Systems 235, 107612, 2022 | 17 | 2022 |
| Joint Feature Selection and Graph Regularization for Modality-Dependent Cross-Modal Retrieval L Wang, L Zhu, X Dong, L Liu, J Sun, H Zhang Journal of Visual Communication and Image Representation 54, 213-222, 2018 | 16 | 2018 |
| Semi-supervised Modality-Dependent Cross-Media Retrieval X Dong, J Sun, P Duan, L Meng, Y Tan, W Wan, H Wu, B Zhang, H Zhang Multimedia Tools and Applications 77 (3), 3579-3595, 2018 | 15 | 2018 |
| A unified joint maximum mean discrepancy for domain adaptation W Wang, B Li, S Yang, J Sun, Z Ding, J Chen, X Dong, Z Wang, H Li arXiv preprint arXiv:2101.09979, 2021 | 12 | 2021 |
| Crl: collaborative representation learning by coordinating topic modeling and network embeddings J Chen, Z Gong, W Wang, W Liu, X Dong IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3765-3777, 2021 | 10 | 2021 |
| Iterative human-in-the-loop discovery of unknown unknowns in image datasets L Han, X Dong, G Demartini Proceedings of the AAAI Conference on Human Computation and Crowdsourcing 9 …, 2021 | 9 | 2021 |
| Class-specific and self-learning local manifold structure for domain adaptation W Wang, M Wang, X Dong, L Lan, Q Zu, X Zhang, C Wang Pattern Recognition 142, 109654, 2023 | 8 | 2023 |
| elBERto: Self-supervised commonsense learning for question answering X Zhan, Y Li, X Dong, X Liang, Z Hu, L Carin Knowledge-Based Systems 258, 109964, 2022 | 8 | 2022 |
Xiaodan LiangAssociate Professor, Sun Yat-sen University, MBZUAI, CMU, NUSVerified email at mail2.sysu.edu.cn
