| Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval Y Liu, Q Xu, P Wen, S Dai, Q Huang ACM Multimedia 2024 (Honourable Mentioned Award), 2024 | 11 | 2024 |
| When the Future Becomes the Past: Taming Temporal Correspondence for Self-supervised Video Representation Learning Y Liu, Q Xu, P Wen, S Dai, Q Huang CVPR 2025, 24033-24044, 2025 | 10 | 2025 |
| DRAUC: an instance-wise distributionally robust AUC optimization framework S Dai, Q Xu, Z Yang, X Cao, Q Huang Advances in Neural Information Processing Systems 36, 44658-44670, 2023 | 7 | 2023 |
| Regularized Contrastive Partial Multi-view Outlier Detection Y Wang, Q Xu, Y Jiang, S Dai, Q Huang ACM Multimedia 2024, 2024 | 4 | 2024 |
| Semantic concentration for self-supervised dense representations learning P Wen, Q Xu, S Dai, R Cong, Q Huang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025 | 2 | 2025 |
| Exploring Structural Degradation in Dense Representations for Self-supervised Learning S Dai, Q Xu, P Wen, Y Liu, Q Huang NeurIPS 2025, 2025 | 1 | 2025 |
| Self-supervised Representation Learning with Local Aggregation for Image-based Profiling S Dai, Q Xu, P Wen, Y Liu, Q Huang CVPR 2025 Computer Vision for Drug Discovery, 2025 | 1* | 2025 |
| Bootstrapping Physics-Grounded Video Generation through VLM-Guided Iterative Self-Refinement Y Liu, X Zhao, P Wen, S Dai, Q Huang arXiv preprint arXiv:2511.20280, 2025 | | 2025 |
| HiGFA: Hierarchical Guidance for Fine-grained Data Augmentation with Diffusion Models Z Lu, Q Xu, P Wen, S Dai, Q Huang arXiv preprint arXiv:2511.12547, 2025 | | 2025 |
