| 2026 | AAAI | Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models. | Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang |
| 2026 | AAAI | Decoupling Continual Semantic Segmentation. | Yifu Guo, Yuquan Lu, Wentao Zhang, Zishan Xu, Dexia Chen, Siyu Zhang, Yizhe Zhang, Ruixuan Wang |
| 2026 | AAAI | DCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution Detectors. | Yanqi Wu, Qichao Chen, Runhe Lai, Xinhua Lu, Jia-Xin Zhuang, Zhilin Zhao, Weishi Zheng, Ruixuan Wang |
| 2026 | ACNS | Understanding the Robustness of BERT Models Against Hardware Errors: An Experimental Study. | Ruixuan Wang, Dongning Ma, Xun Jiao |
| 2026 | WSDM | Stealing Black-box Hyperdimensional Computing Models Without Data. | Dongning Ma, Ruixuan Wang, Xun Jiao |
| 2025 | ICCV | Conditional Visual Autoregressive Modeling for Pathological Image Restoration. | Ziyi Liu, Zhe Xu, Jiabo Ma, Wenqiang Li, Ruixuan Wang, Bo Du, Hao Chen |
| 2025 | ICCV | FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection. | Xinhua Lu, Runhe Lai, Yanqi Wu, Kanghao Chen, Wei-Shi Zheng, Ruixuan Wang |
| 2025 | MICCAI | Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection. | Runhe Lai, Xinhua Lu, Kanghao Chen, Qichao Chen, Wei-Shi Zheng, Ruixuan Wang |
| 2025 | MICCAI | Unsupervised Quality Control and Enhancement of Polyp Segmentation in Colonoscopy Videos Using Spatiotemporal Consistency. | Yujia Li, Tao Zhou, Ruixuan Wang, Shuo Wang, Yizhe Zhang |
| 2025 | MICCAI | Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection. | Jie Yan, Xiaoyuan Guan, Weishi Zheng, Hao Chen, Ruixuan Wang |
| 2024 | AAAI | FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging. | Dalong Chen, Jianjia Zhang, Wei-Shi Zheng, Ruixuan Wang |
| 2024 | AAAI | TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection. | Jiankang Chen, Tong Zhang, Wei-Shi Zheng, Ruixuan Wang |
| 2024 | AAAI | Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection. | Xiaoyuan Guan, Jiankang Chen, Shenshen Bu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang |
| 2024 | DATE | PP-HDC: A Privacy-Preserving Inference Framework for Hyperdimensional Computing. | Ruixuan Wang, Wengying Wen, Kyle Juretus, Xun Jiao |
| 2024 | ICASSP | Generalizable Two-Branch Framework for Image Class-Incremental Learning. | Chao Wu, Xiaobin Chang, Ruixuan Wang |
| 2024 | ICASSP | Audio-Aided Learning Framework for Image Classification with Limited Training Images. | Qi Wu, Chengjia Wang, Xiaohui Li, Guangxing Wu, Marta Vallejo, Ruixuan Wang |
| 2024 | IJCNN | Expand and Merge: Continual Learning with the Guidance of Fixed Text Embedding Space. | Yujun Huang, Wentao Zhang, Ruixuan Wang |
| 2024 | MICCAI | SiFT: A Serial Framework with Textual Guidance for Federated Learning. | Xuyang Li, Weizhuo Zhang, Yue Yu, Wei-Shi Zheng, Tong Zhang, Ruixuan Wang |
| 2024 | MICCAI | Deep Model Reference: Simple Yet Effective Confidence Estimation for Image Classification. | Yuanhang Zheng, Yiqiao Qiu, Haoxuan Che, Hao Chen, Wei-Shi Zheng, Ruixuan Wang |
| 2023 | ASPDAC | Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. | Hussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang |
| 2023 | ICASSP | Strategies for Enhanced Signal Modulation Classifications Under Unknown Symbol Rates and Noise Conditions. | Ruixuan Wang, Yue Qi, Mojtaba Vaezi, Xun Jiao, Moeness G. Amin |
| 2023 | ICCV | Revisit PCA-based technique for Out-of-Distribution Detection. | Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou, Ruixuan Wang |
| 2023 | ICNC | A Synergistic Operation And Maintenance Service Method Of Complex Products Based On Knowledge Graph. | Shan Ren, Ruixuan Wang, Yushan Ji, Chengying Liang |
| 2023 | MICCAI | Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases. | Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang |
| 2022 | ACSSC | Handcrafted and Neural Network Based Features for Outlier Modulation Detection. | Yue Qi, Ruixuan Wang, Mojtaba Vaezi, Jonathan Francis, Xun Jiao |
| 2022 | DAC | ODHD: one-class brain-inspired hyperdimensional computing for outlier detection. | Ruixuan Wang, Xun Jiao, X. Sharon Hu |
| 2022 | DATE | PoisonHD: Poison Attack on Brain-Inspired Hyperdimensional Computing. | Ruixuan Wang, Xun Jiao |
| 2022 | DATE | Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling. | Sizhe Zhang, Ruixuan Wang, Dongning Ma, Jeff Jun Zhang, Xunzhao Yin, Xun Jiao |
| 2022 | MICCAI | Task-Oriented Self-supervised Learning for Anomaly Detection in Electroencephalography. | Yaojia Zheng, Zhouwu Liu, Rong Mo, Ziyi Chen, Wei-Shi Zheng, Ruixuan Wang |
| 2021 | MICCAI | Alleviating Data Imbalance Issue with Perturbed Input During Inference. | Kanghao Chen, Yifan Mao, Huijuan Lu, Chenghua Zeng, Ruixuan Wang, Wei-Shi Zheng |
| 2021 | MICCAI | Data Augmentation in Logit Space for Medical Image Classification with Limited Training Data. | Yangwen Hu, Zhehao Zhong, Ruixuan Wang, Hongmei Liu, Zhijun Tan, Wei-Shi Zheng |
| 2021 | MICCAI | Continual Learning with Bayesian Model Based on a Fixed Pre-trained Feature Extractor. | Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Ruixuan Wang, Wei-Shi Zheng |
| 2021 | RTAS | Brief Industry Paper: HDAD: Hyperdimensional Computing-based Anomaly Detection for Automotive Sensor Attacks. | Ruixuan Wang, Fanxin Kong, Hasshi Sudler, Xun Jiao |
| 2020 | ICPR | Cross-View Relation Networks for Mammogram Mass Detection. | Jiechao Ma, Xiang Li, Hongwei Li, Ruixuan Wang, Bjoern H. Menze, Wei-Shi Zheng |
| 2020 | MICCAI | Continual Learning of New Diseases with Dual Distillation and Ensemble Strategy. | Zhuoyun Li, Changhong Zhong, Ruixuan Wang, Wei-Shi Zheng |
| 2020 | MICCAI | Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders. | Yifan Mao, Feifei Xue, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng, Hongmei Liu |
| 2020 | MICCAI | Deep kNN for Medical Image Classification. | Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng |
| 2019 | MICCAI | Improving Robustness of Medical Image Diagnosis with Denoising Convolutional Neural Networks. | Feifei Xue, Jin Peng, Ruixuan Wang, Qiong Zhang, Wei-Shi Zheng |
| 2019 | MICCAI | Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network. | Rong Zhang, Shuhan Tan, Ruixuan Wang, Siyamalan Manivannan, Jingjing Chen, Haotian Lin, Wei-Shi Zheng |
| 2017 | MICCAI | Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation. | Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna |
| 2014 | ICPR | HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. | Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna |
| 2014 | ICPR | HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. | Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna |
| 2014 | MICCAI | Inter-Cluster Features for Medical Image Classification. | Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco |
| 2014 | MICCAI | Video-Specific SVMs for Colonoscopy Image Classification. | Siyamalan Manivannan, Ruixuan Wang, Mara P. Trujillo, Jesus Arbey Hoyos, Emanuele Trucco |
| 2013 | ICCV | Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal. | Ruixuan Wang, Emanuele Trucco |
| 2010 | ICPR | Gaussian Process Learning from Order Relationships Using Expectation Propagation. | Ruixuan Wang, Stephen J. McKenna |
| 2009 | ICVS | Learning Query-Dependent Distance Metrics for Interactive Image Retrieval. | Junwei Han, Stephen J. McKenna, Ruixuan Wang |
| 2008 | CVPR | 3D-2D spatiotemporal registration for sports motion analysis. | Ruixuan Wang, Wee Kheng Leow, Hon Wai Leong |
| 2008 | ECCV | Regular Texture Analysis as Statistical Model Selection. | Junwei Han, Stephen J. McKenna, Ruixuan Wang |
| 2005 | BMVC | Human Posture Sequence Estimation Using Two Un-calibrated Cameras. | Ruixuan Wang, Wee Kheng Leow |
| 2005 | ICIP | Human body posture refinement by nonparametric belief propagation. | Ruixuan Wang, Wee Kheng Leow |