| 2026 | AAAI | FaNe: Towards Fine-Grained Cross-Modal Contrast with False-Negative Reduction and Text-Conditioned Sparse Attention. | Peng Zhang, Zhihui Lai, Wenting Chen, Xu Wu, Heng Kong |
| 2025 | AAAI | Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. | Xiaoling Luo, Qihao Xu, Huisi Wu, Chengliang Liu, Zhihui Lai, Linlin Shen |
| 2025 | ECAI | Semi-Supervised Dual-Threshold Contrastive Learning for Ultrasound Image Classification and Segmentation. | Peng Zhang, Zhihui Lai, Heng Kong |
| 2025 | ICASSP | Medical Image Segmentation with Auxiliary Points Prediction of Lesion Location and Boundary. | Yu Fan, Zhihui Lai, Heng Kong, Tianying Feng |
| 2025 | ICML | Joker: Joint Optimization Framework for Lightweight Kernel Machines. | Junhong Zhang, Zhihui Lai |
| 2024 | ICPR | BF-UNet: Bi-level Routing Attention U-shaped Network Based on Explicit Visual Prompt. | Yuanfei Xu, Zhihui Lai, Tao Wang, Shihuan He, Cairong Zhao, Heng Kong |
| 2024 | ICPR | Uni4DAL: A Unified Baseline for Multi-dataset 4D Auto-Labeling. | Zhiyuan Yang, Xuekuan Wang, Wei Zhang, Xiao Tan, Jinchen Lu, Jingdong Wang, Errui Ding, Zhihui Lai, Cairong Zhao |
| 2023 | ICIP | Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style. | Wenya Lu, Zhibin Peng, Cheng Luo, Weicheng Xie, Jiajun Wen, Zhihui Lai, Linlin Shen |
| 2022 | CBMS | Dual Fusion Mass Detector for Mammogram Mass Detection. | Shuo Liu, Zhihui Lai, Heng Kong, Linlin Shen |
| 2022 | CBMS | Breast Lesions Segmentation using Dual-level UNet (DL-UNet). | Yanjiao Zhao, Zhihui Lai, Linlin Shen, Heng Kong |
| 2022 | IJCAI | Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation. | Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong |
| 2021 | IJCNN | Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. | Jinheng Xie, Jun Wan, Linlin Shen, Zhihui Lai |
| 2021 | ISKE | Local Learning Joint with the Adaptive Graph for Subspace Representation. | Yangbo Wang, Can Gao, Jie Zhou, Zhihui Lai |
| 2020 | CVPR | Wavelet Integrated CNNs for Noise-Robust Image Classification. | Qiufu Li, Linlin Shen, Sheng Guo, Zhihui Lai |
| 2020 | ICPR | Label Self-Adaption Hashing for Image Retrieval. | Jianglin Lu, Zhihui Lai, Jingxu Lin, Qinghong Lin, Jie Zhou |
| 2020 | PPSN | Canonical Correlation Discriminative Learning for Domain Adaptation. | Wenjing Wang, Yuwu Lu, Zhihui Lai |
| 2019 | ICASSP | Latent Schatten TT Norm for Tensor Completion. | Andong Wang, Xulin Song, Xiyin Wu, Zhihui Lai, Zhong Jin |
| 2019 | ICASSP | Generalized Dantzig Selector for Low-tubal-rank Tensor Recovery. | Andong Wang, Xulin Song, Xiyin Wu, Zhihui Lai, Zhong Jin |
| 2019 | ICASSP | Robust Low-tubal-rank Tensor Completion. | Andong Wang, Xulin Song, Xiyin Wu, Zhihui Lai, Zhong Jin |
| 2019 | ICCV | Deep Supervised Hashing With Anchor Graph. | Yudong Chen, Zhihui Lai, Yujuan Ding, Kaiyi Lin, Wai Keung Wong |
| 2019 | ICIP | Introspective Gan for Meshface Recognition. | Wenting Chen, Linlin Shen, Zhihui Lai |
| 2018 | ICPR | Adaptive Locality Preserving based Discriminative Regression. | Jie Wen, Lunke Fei, Zhihui Lai, Zheng Zhang, Jian Wu, Xiaozhao Fang |
| 2016 | ACCV | Saliency-Based Person Re-identification by Probability Histogram. | Zongyan Zhang, Cairong Zhao, Duoqian Miao, Xuekuan Wang, Zhihui Lai, Jian Yang |
| 2016 | ICPR | Mutli-channel micro-structure difference descriptor for image retrieval. | Xuekuan Wang, Cairong Zhao, Duoqian Miao, Cuijun Liu, Yipeng Chen, Zhihui Lai |
| 2015 | ICIP | Orthogonal self-guided similarity preserving projections. | Xiaozhao Fang, Yong Xu, Zheng Zhang, Zhihui Lai, Linlin Shen |
| 2014 | ICPR | Optimal Feature Selection for Robust Classification via l2, 1-Norms Regularization. | Jiajun Wen, Zhihui Lai, Wai Keung Wong, Jinrong Cui, Minghua Wan |
| 2010 | ICIP | Tangent space discriminant analysis for feature extraction. | Zhihui Lai, Zhong Jin, Wai Keung Wong |
| 2010 | ICIP | Fuzzy maximal marginal embedding and its application. | Cairong Zhao, Zhihui Lai, Yue Sui, Chuancai Liu, Zhong Jin |
| 2010 | ICPR | Sparse Local Discriminant Projections for Feature Extraction. | Zhihui Lai, Zhong Jin, Jian Yang, Wai Keung Wong |
| 2010 | ICPR | Feature Extraction Based on Class Mean Embedding (CME). | Minghua Wan, Zhihui Lai, Zhong Jin |
| 2010 | ICPR | Sparse Embedding Visual Attention Systems Combined with Edge Information. | Cairong Zhao, Chuancai Liu, Zhihui Lai, Jingyu Yang |