| 2024 | BMVC | Text-Guided Mixup Towards Long-Tailed Image Categorization. | Richard Franklin, Jiawei Yao, Deyang Zhong, Qi Qian, Juhua Hu |
| 2024 | CVPR | Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering. | Jiawei Yao, Qi Qian, Juhua Hu |
| 2024 | ECCV | Online Zero-Shot Classification with CLIP. | Qi Qian, Juhua Hu |
| 2024 | ECCV | SeA: Semantic Adversarial Augmentation for Last Layer Features from Unsupervised Representation Learning. | Qi Qian, Yuanhong Xu, Juhua Hu |
| 2024 | MDM | Curbside Parking Occupancy Detection - Dashcam-Based Solutions. | Jiayu Li, Hanming Zhang, Juhua Hu, Wei Cheng |
| 2024 | SDM | Dual-disentangled Deep Multiple Clustering. | Jiawei Yao, Juhua Hu |
| 2023 | BMVC | Dictionary-Guided Text Recognition for Smart Street Parking. | Deyang Zhong, Jiayu Li, Wei Cheng, Juhua Hu |
| 2023 | ICCV | Improved Visual Fine-tuning with Natural Language Supervision. | Junyang Wang, Yuanhong Xu, Juhua Hu, Ming Yan, Jitao Sang, Qi Qian |
| 2022 | CVPR | Unsupervised Visual Representation Learning by Online Constrained K-Means. | Qi Qian, Yuanhong Xu, Juhua Hu, Hao Li, Rong Jin |
| 2022 | SDM | Improved Knowledge Distillation via Full Kernel Matrix Transfer. | Qi Qian, Hao Li, Juhua Hu |
| 2021 | ICCV | Weakly Supervised Representation Learning with Coarse Labels. | Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Juhua Hu |
| 2020 | CVPR | Hierarchically Robust Representation Learning. | Qi Qian, Juhua Hu, Hao Li |
| 2019 | ICCV | SoftTriple Loss: Deep Metric Learning Without Triplet Sampling. | Qi Qian, Lei Shang, Baigui Sun, Juhua Hu, Tacoma Tacoma, Hao Li, Rong Jin |
| 2018 | KDD | Exact and Consistent Interpretation for Piecewise Linear Neural Networks: A Closed Form Solution. | Lingyang Chu, Xia Hu, Juhua Hu, Lanjun Wang, Jian Pei |
| 2015 | ICDM | Finding Multiple Stable Clusterings. | Juhua Hu, Qi Qian, Jian Pei, Rong Jin, Shenghuo Zhu |
| 2014 | KDD | Distance metric learning using dropout: a structured regularization approach. | Qi Qian, Juhua Hu, Rong Jin, Jian Pei, Shenghuo Zhu |
| 2014 | SDM | How Can I Index My Thousands of Photos Effectively and Automatically? An Unsupervised Feature Selection Approach. | Juhua Hu, Jian Pei, Jie Tang |