Ruixuan Wang - RankMe

168 papers A* 11A 10B 3C 1Misc 3Journal 77Unranked 63

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BOMAP: A Round-Efficient Construction of Oblivious Maps. IEEE Trans. Dependable Secur. Comput. Ruixuan Wang, Siyi Lv, Xiang Li, Haoshuai Gong, Zheli Liu, Tong Li, Liang Guo
2026	J	`jnl`	Boosting confidence in class-incremental learning via discriminative local feature enhancement. Neurocomputing Weizhuo Zhang, Ping Hu, Qiu Li, Jiantao Tan, Zhijun Tan, Ruixuan Wang
2026	J	`jnl`	Class incremental learning with task-specific batch normalization and out-of-distribution detection. Neurocomputing Zhiping Zhou, Xuchen Xie, Yiqiao Qiu, Run Lin, Wei-Shi Zheng, Ruixuan Wang
2026	A*	`conf`	Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models. AAAI Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang
2026	A*	`conf`	DCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution Detectors. AAAI Yanqi Wu, Qichao Chen, Runhe Lai, Xinhua Lu, Jia-Xin Zhuang, Zhilin Zhao, Weishi Zheng, Ruixuan Wang
2026	J	`jnl`	DCAC: Dynamic Class-Aware Cache Creates Stronger Out-of-Distribution Detectors. CoRR Yanqi Wu, Qichao Chen, Runhe Lai, Xinhua Lu, Jia-Xin Zhuang, Zhilin Zhao, Wei-Shi Zheng, Ruixuan Wang
2026	J	`jnl`	DHEE-DETR: A dynamic hybrid and edge enhancement network for real-time vehicle detection. Digit. Signal Process. Ruixuan Wang, Dinghai Wu, Guoquan Ren, Xu Xia, Zhigang Ren
2026	A*	`conf`	Decoupling Continual Semantic Segmentation. AAAI Yifu Guo, Yuquan Lu, Wentao Zhang, Zishan Xu, Dexia Chen, Siyu Zhang, Yizhe Zhang, Ruixuan Wang
2026	J	`jnl`	Dual-modality adaptation in vision-language models for continual learning. Neural Networks Jiayang Zeng, Wentao Zhang, Kanghao Chen, Jiantao Tan, Tong Yu, Wei-Shi Zheng, Ruixuan Wang
2026	J	`jnl`	Graph-Based Deep Learning Models for Predicting p J. Chem. Inf. Model. Ziyu Song, Ruixuan Wang, Xun Jiao, Zuyi Huang
2026	J	`jnl`	Slowly expanding neural network for class incremental learning. Pattern Recognit. Zhengjin Xu, Xuyang Li, Xiaobin Chang, Wei-Shi Zheng, Ruixuan Wang
2026	A	`conf`	Stealing Black-box Hyperdimensional Computing Models Without Data. WSDM Dongning Ma, Ruixuan Wang, Xun Jiao
2026	J	`jnl`	Zero-Forgetting CISS via Dual-Phase Cognitive Cascades. CoRR Yuquan Lu, Yifu Guo, Zishan Xu, Siyu Zhang, Yu Huo, Siyue Chen, Siyan Wu, Chenghua Zhu, Ruixuan Wang
2025	J	`jnl`	A Circulating Current Suppression Method for Dual-Input Converter With Integrated Mismatch Power Processing Unit. IEEE Trans. Ind. Electron. Zisen Lin, Shangzhi Pan, Yu Chen, Zifan Li, Ruixuan Wang, Jinwu Gong, Liangzhong Yao
2025	J	`jnl`	A PVT-insensitive 7T SRAM CIM macro for multibit multiplication with dynamic matching quantization circuits. Microelectron. J. Chenghu Dai, Jianhao Zhang, Ruixuan Wang, Junbo Chen, Wei Hu, Licai Hao, Wenjuan Lu, Zhiting Lin, Chunyu Peng, Xiulong Wu
2025	J	`jnl`	A knowledge graph-driven framework of multi-stakeholder synergistic operation and maintenance for complex products: design, implementation and industrial validation. Adv. Eng. Informatics Xin Zhao, Ruixuan Wang, Shan Ren, Geng Zhang, Yingfeng Zhang
2025	—	`conf`	Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts. BIBM Jiantao Tan, Peixian Ma, Zhiming Dai, Kanghao Chen, Ruixuan Wang
2025	J	`jnl`	Augmenting Continual Learning of Diseases with LLM-Generated Visual Concepts. CoRR Jiantao Tan, Peixian Ma, Kanghao Chen, Zhiming Dai, Ruixuan Wang
2025	J	`jnl`	Boundary-Guided Contrastive Learning for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Yang Yang, Jiaxin Zhuang, Guoying Sun, Ruixuan Wang, Jingyong Su
2025	J	`jnl`	CLIP-Based Grid Features and Masking for Remote Sensing Image Captioning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Qiaoling Lin, Shuang Wang, Xiutiao Ye, Ruixuan Wang, Rui Yang, Licheng Jiao
2025	J	`jnl`	Cross-Domain Few-Shot Learning via Multi-View Collaborative Optimization with Vision-Language Models. CoRR Dexia Chen, Wentao Zhang, Qianjie Zhu, Ping Hu, Weibing Li, Tong Zhang, Ruixuan Wang
2025	J	`jnl`	DAT: Dual-Branch Adapter-Tuning for Few-Shot Recognition. IEEE Trans. Circuits Syst. Video Technol. Junxi Chen, Guangxing Wu, Hongxiang Li, Jiankang Chen, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang
2025	J	`jnl`	Decoupling Continual Semantic Segmentation. CoRR Yifu Guo, Yuquan Lu, Wentao Zhang, Zishan Xu, Dexia Chen, Siyu Zhang, Yizhe Zhang, Ruixuan Wang
2025	J	`jnl`	ER-YOLO: A method for armored vehicle pose detection based on multi-scale edge analysis. Signal Image Video Process. Ruixuan Wang, Dinghai Wu, Guoquan Ren, Xu Xia, Zhigang Ren
2025	—	`conf`	Evaluating socio-demographic risk factors of asthma control and effects of using a pilot asthma self-management mobile platform. ICHI Ruixuan Wang, Kevin C. H. Tsang
2025	J	`jnl`	FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection. CoRR Xinhua Lu, Runhe Lai, Yanqi Wu, Kanghao Chen, Wei-Shi Zheng, Ruixuan Wang
2025	—	`conf`	Global and Local Vision-Language Alignment for Few-Shot Learning and Few-Shot OOD Detection. MICCAI (5) Jie Yan, Xiaoyuan Guan, Weishi Zheng, Hao Chen, Ruixuan Wang
2025	—	`conf`	Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection. MICCAI (5) Runhe Lai, Xinhua Lu, Kanghao Chen, Qichao Chen, Wei-Shi Zheng, Ruixuan Wang
2025	J	`jnl`	Hierarchical Vision-Language Learning for Medical Out-of-Distribution Detection. CoRR Runhe Lai, Xinhua Lu, Kanghao Chen, Qichao Chen, Wei-Shi Zheng, Ruixuan Wang
2025	J	`jnl`	Local Background Features Matter in Out-of-Distribution Detection. CoRR Jinlun Ye, Zhuohao Sun, Yiqiao Qiu, Qiu Li, Zhijun Tan, Ruixuan Wang
2025	J	`jnl`	Multimodal model for the diagnosis of biliary atresia based on sonographic images and clinical parameters. npj Digit. Medicine Wenying Zhou, Run Lin, Yuanhang Zheng, Shan Wang, Bin Xu, Zijian Tang, Ruixuan Wang, Cheng Yu, Hualin Yan, Juxian Liu, Wen Ling, Guangliang Huang, Zongjie Weng, Luyao Zhou
2025	J	`jnl`	Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning. CoRR Dexia Chen, Qianjie Zhu, Weibing Li, Yue Yu, Tong Zhang, Ruixuan Wang
2025	J	`jnl`	Representation Calibration and Uncertainty Guidance for Class-Incremental Learning based on Vision Language Model. CoRR Jiantao Tan, Peixian Ma, Tong Yu, Wentao Zhang, Ruixuan Wang
2025	J	`jnl`	Semi-supervised medical image segmentation via weak-to-strong perturbation consistency and edge-aware contrastive representation. Medical Image Anal. Yang Yang, Guoying Sun, Tong Zhang, Ruixuan Wang, Jingyong Su
2025	—	`conf`	Textual Prototype-Guided Continual Learning for Medical Image Classification. BIBM Zhiping Zhou, Tong Yu, Yizhe Zhang, Wei-Shi Zheng, Ruixuan Wang
2025	—	`conf`	Unsupervised Quality Control and Enhancement of Polyp Segmentation in Colonoscopy Videos Using Spatiotemporal Consistency. MICCAI (10) Yujia Li, Tao Zhou, Ruixuan Wang, Shuo Wang, Yizhe Zhang
2025	J	`jnl`	Visual Class Incremental Learning With Textual Priors Guidance Based on an Adapted Vision-Language Model. IEEE Trans. Multim. Wentao Zhang, Tong Yu, Ruixuan Wang, Jianhui Xie, Emanuele Trucco, Wei-Shi Zheng, Xiaobo Yang
2024	J	`jnl`	A Computing-in-Memory-Based One-Class Hyperdimensional Computing Model for Outlier Detection. IEEE Trans. Computers Ruixuan Wang, Sabrina Hassan Moon, Xiaobo Sharon Hu, Xun Jiao, Dayane Reis
2024	Misc	`conf`	Audio-Aided Learning Framework for Image Classification with Limited Training Images. ICASSP Qi Wu, Chengjia Wang, Xiaohui Li, Guangxing Wu, Marta Vallejo, Ruixuan Wang
2024	—	`conf`	CVMIL: Cluster Variance Multiple Instance Learning for Whole Slide Images Survival Prediction. CVIPPR Shiqi Chen, Du Cai, Chenghang Li, Ruixuan Wang, Feng Gao
2024	J	`jnl`	Class Incremental Learning with Task-Specific Batch Normalization and Out-of-Distribution Detection. CoRR Xuchen Xie, Yiqiao Qiu, Run Lin, Weishi Zheng, Ruixuan Wang
2024	J	`jnl`	Classifier-Head Informed Feature Masking and Prototype-Based Logit Smoothing for Out-of-Distribution Detection. IEEE Trans. Circuits Syst. Video Technol. Zhuohao Sun, Yiqiao Qiu, Zhijun Tan, Weishi Zheng, Ruixuan Wang
2024	J	`jnl`	Continual Learning of Image Classes With Language Guidance From a Vision-Language Model. IEEE Trans. Circuits Syst. Video Technol. Wentao Zhang, Yujun Huang, Weizhuo Zhang, Tong Zhang, Qicheng Lao, Yue Yu, Wei-Shi Zheng, Ruixuan Wang
2024	J	`jnl`	Continual learning for seizure prediction via memory projection strategy. Comput. Biol. Medicine Yufei Shi, Shishi Tang, Yuxuan Li, Zhipeng He, Shengsheng Tang, Ruixuan Wang, Wei-Shi Zheng, Ziyi Chen, Yi Zhou
2024	—	`conf`	CtF: Mitigating Visual Confusion in Continual Learning Through a Coarse-To-Fine Screening. ICIC (6) Zejun Ye, Defeng Zhao, Wentao Zhang, Ruixuan Wang
2024	—	`conf`	Deep Model Reference: Simple Yet Effective Confidence Estimation for Image Classification. MICCAI (10) Yuanhang Zheng, Yiqiao Qiu, Haoxuan Che, Hao Chen, Wei-Shi Zheng, Ruixuan Wang
2024	—	`conf`	EFOA: Enhancing Out-of-Distribution Detection by Fake Outlier Augmentation. PRCV (3) Peng Wang, Jiankang Chen, Yuren Zhou, Ruixuan Wang
2024	—	`conf`	Enhancing Task Identification Through Pseudo-OOD Features for Class-Incremental Learning. PRCV (3) Weizhuo Zhang, Jiankang Chen, Wentao Zhang, Zhijun Tan, Ruixuan Wang
2024	B	`conf`	Expand and Merge: Continual Learning with the Guidance of Fixed Text Embedding Space. IJCNN Yujun Huang, Wentao Zhang, Ruixuan Wang
2024	A*	`conf`	Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection. AAAI Xiaoyuan Guan, Jiankang Chen, Shenshen Bu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang
2024	A*	`conf`	FeatWalk: Enhancing Few-Shot Classification through Local View Leveraging. AAAI Dalong Chen, Jianjia Zhang, Wei-Shi Zheng, Ruixuan Wang
2024	—	`conf`	Fine-Tuning of CLIP in Few-Shot Scenarios via Supervised Contrastive Learning. PRCV (3) Jing Luo, Guangxing Wu, Hongmei Liu, Ruixuan Wang
2024	A*	`conf`	FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector. ACM Multimedia Jiankang Chen, Ling Deng, Zhiyong Gan, Wei-Shi Zheng, Ruixuan Wang
2024	J	`jnl`	FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector. CoRR Jiankang Chen, Ling Deng, Zhiyong Gan, Wei-Shi Zheng, Ruixuan Wang
2024	Misc	`conf`	Generalizable Two-Branch Framework for Image Class-Incremental Learning. ICASSP Chao Wu, Xiaobin Chang, Ruixuan Wang
2024	J	`jnl`	Generalizable Two-Branch Framework for Image Class-Incremental Learning. CoRR Chao Wu, Xiaobin Chang, Ruixuan Wang
2024	J	`jnl`	Intensive Vision-guided Network for Radiology Report Generation. CoRR Fudan Zheng, Mengfei Li, Ying Wang, Weijiang Yu, Ruixuan Wang, Zhiguang Chen, Nong Xiao, Yutong Lu
2024	—	`conf`	MTSC2: Multi-task Survival Prediction on Colorectal CT Images with Clinical Information. CACML Dongwei Xu, Ruixuan Wang, Du Cai, Chenghang Li, Feng Gao
2024	J	`jnl`	Night construction site detection based on ghost-YOLOX. Connect. Sci. Guijin Han, Ruixuan Wang, Wuyan Xu, Jun Li
2024	A	`conf`	Out-of-Distribution Detection by Principal Component Correspondence. ICME Xiaoyuan Guan, Zhiyong Gan, Ling Deng, Wei Shi, Jiankang Chen, Shenshen Bu, Chunliang Zhao, Jianfang Hu, Yuren Zhou, Wei-Shi Zheng, Ruixuan Wang
2024	J	`jnl`	PAMI: Partition Input and Aggregate Outputs for Model Interpretation. Pattern Recognit. Wei Shi, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang
2024	A	`conf`	PP-HDC: A Privacy-Preserving Inference Framework for Hyperdimensional Computing. DATE Ruixuan Wang, Wengying Wen, Kyle Juretus, Xun Jiao
2024	A	`conf`	Region Attention Fine-tuning with CLIP for Few-shot Classification. ICME Guangxing Wu, Junxi Chen, Qiu Li, Wentao Zhang, Wei-Shi Zheng, Ruixuan Wang
2024	—	`conf`	SiFT: A Serial Framework with Textual Guidance for Federated Learning. MICCAI (10) Xuyang Li, Weizhuo Zhang, Yue Yu, Wei-Shi Zheng, Tong Zhang, Ruixuan Wang
2024	—	`conf`	Silicon Carbide Soliton Microcomb Generation for Narrow-grid Optical Communications. OFC Jingwei Li, Haipeng Zhang, Ruixuan Wang, Zhensheng Jia, Qing Li
2024	A*	`conf`	TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection. AAAI Jiankang Chen, Tong Zhang, Wei-Shi Zheng, Ruixuan Wang
2024	J	`jnl`	TagFog: Textual Anchor Guidance and Fake Outlier Generation for Visual Out-of-Distribution Detection. CoRR Jiankang Chen, Tong Zhang, Wei-Shi Zheng, Ruixuan Wang
2024	—	`conf`	TexCIL: Text-Guided Continual Learning of Disease with Vision-Language Model. BIBM Wentao Zhang, Defeng Zhao, Weishi Zheng, Ruixuan Wang
2023	J	`jnl`	A Computing-in-Memory-based One-Class Hyperdimensional Computing Model for Outlier Detection. CoRR Ruixuan Wang, Sabrina Hassan Moon, Xiaobo Sharon Hu, Xun Jiao, Dayane Reis
2023	—	`conf`	A Synergistic Operation And Maintenance Service Method Of Complex Products Based On Knowledge Graph. ICNC-FSKD Shan Ren, Ruixuan Wang, Yushan Ji, Chengying Liang
2023	J	`jnl`	A Target Detection Algorithm in Traffic Scenes Based on Deep Reinforcement Learning. CoRR Xinyu Ren, Ruixuan Wang
2023	—	`conf`	Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases. MICCAI (2) Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang
2023	J	`jnl`	Adapter Learning in Pretrained Feature Extractor for Continual Learning of Diseases. CoRR Wentao Zhang, Yujun Huang, Tong Zhang, Qingsong Zou, Wei-Shi Zheng, Ruixuan Wang
2023	J	`jnl`	Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning. CoRR Kanghao Chen, Sijia Liu, Ruixuan Wang, Weishi Zheng
2023	J	`jnl`	An Uncertainty-Guided Deep Learning Method Facilitates Rapid Screening of CYP3A4 Inhibitors. J. Chem. Inf. Model. Ruixuan Wang, Zhikang Liu, Jiahao Gong, Qingping Zhou, Xiaoqing Guan, Guangbo Ge
2023	J	`jnl`	An evaluation of copy and paste events in electronic notes of patients with hospital acquired conditions. Int. J. Medical Informatics Ruixuan Wang, Jane M. Carrington, Noah Hammarlund, Orlando Sanchez, Lee Revere
2023	—	`conf`	Beyond von Neumann Era: Brain-Inspired Hyperdimensional Computing to the Rescue. ASP-DAC Hussam Amrouch, Paul R. Genssler, Mohsen Imani, Mariam Issa, Xun Jiao, Wegdan Mohammad, Gloria Sepanta, Ruixuan Wang
2023	J	`jnl`	Bit-line leakage current tracking and self-compensation circuit for SRAM reliability design. Microelectron. J. Chenghu Dai, Yuanyuan Du, Qi Shi, Ruixuan Wang, Hao Zheng, Wenjuan Lu, Chunyu Peng, Licai Hao, Zhiting Lin, Xiulong Wu
2023	J	`jnl`	Class Attention to Regions of Lesion for Imbalanced Medical Image Recognition. CoRR Jia-Xin Zhuang, Jiabin Cai, Jianguo Zhang, Wei-Shi Zheng, Ruixuan Wang
2023	J	`jnl`	Class attention to regions of lesion for imbalanced medical image recognition. Neurocomputing Jiaxin Zhuang, Jiabin Cai, Jianguo Zhang, Weishi Zheng, Ruixuan Wang
2023	—	`conf`	Class-specific Prompts in Vision Transformer for Continual Learning of New Diseases. BIBM Defeng Zhao, Zejun Ye, Wei-Shi Zheng, Ruixuan Wang
2023	J	`jnl`	Classifier-head Informed Feature Masking and Prototype-based Logit Smoothing for Out-of-Distribution Detection. CoRR Zhuohao Sun, Yiqiao Qiu, Zhijun Tan, Weishi Zheng, Ruixuan Wang
2023	J	`jnl`	Continual learning with Bayesian model based on a fixed pre-trained feature extractor. Vis. Intell. Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang
2023	J	`jnl`	Effects of Virtual Map Navigation Mode on Route Retracing. Int. J. Hum. Comput. Interact. Ruixuan Wang, Yuan Liu, Mengxue Wang, Linteng Yang, Hanwen Zheng, Huicong Fang
2023	J	`jnl`	EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing. IEEE Embed. Syst. Lett. Ruixuan Wang, Dongning Ma, Xun Jiao
2023	—	`conf`	Feature Adaptation with CLIP for Few-shot Classification. MMAsia Guangxing Wu, Junxi Chen, Wentao Zhang, Ruixuan Wang
2023	—	`conf`	Local Adversarial Attacks for Understanding Model Decisions. AAIA Wei Shi, Wentao Zhang, Ruixuan Wang
2023	J	`jnl`	PAMI: partition input and aggregate outputs for model interpretation. CoRR Wei Shi, Wentao Zhang, Weishi Zheng, Ruixuan Wang
2023	J	`jnl`	PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification. IEEE J. Biomed. Health Informatics Kanghao Chen, Weixian Lei, Shen Zhao, Wei-Shi Zheng, Ruixuan Wang
2023	A*	`conf`	Revisit PCA-based technique for Out-of-Distribution Detection. ICCV Xiaoyuan Guan, Zhouwu Liu, Wei-Shi Zheng, Yuren Zhou, Ruixuan Wang
2023	J	`jnl`	SATS: Self-attention transfer for continual semantic segmentation. Pattern Recognit. Yiqiao Qiu, Yixing Shen, Zhuohao Sun, Yanchong Zheng, Xiaobin Chang, Weishi Zheng, Ruixuan Wang
2023	—	`conf`	Semi-supervised Medical Image Segmentation via Feature-perturbed Consistency. BIBM Yang Yang, Ruixuan Wang, Tong Zhang, Jingyong Su
2023	Misc	`conf`	Strategies for Enhanced Signal Modulation Classifications Under Unknown Symbol Rates and Noise Conditions. ICASSP Ruixuan Wang, Yue Qi, Mojtaba Vaezi, Xun Jiao, Moeness G. Amin
2023	—	`conf`	Task-Incremental Medical Image Classification with Task-Specific Batch Normalization. PRCV (13) Xuchen Xie, Junjie Xu, Ping Hu, Weizhuo Zhang, Yujun Huang, Wei-Shi Zheng, Ruixuan Wang
2022	J	`jnl`	A Joint-Training Two-Stage Method For Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. Xiutiao Ye, Shuang Wang, Yu Gu, Jihui Wang, Ruixuan Wang, Biao Hou, Fausto Giunchiglia, Licheng Jiao
2022	J	`jnl`	Assessing and Analyzing the Resilience of Graph Neural Networks Against Hardware Faults. CoRR Xun Jiao, Ruixuan Wang, Fan Fred Lin, Daniel Moore, Sriram Sankar
2022	J	`jnl`	Automated Architecture Search for Brain-inspired Hyperdimensional Computing. CoRR Junhuan Yang, Yi Sheng, Sizhe Zhang, Ruixuan Wang, Kenneth W. Foreman, Mikell Paige, Xun Jiao, Weiwen Jiang, Lei Yang
2022	—	`conf`	Capturing Prior Knowledge in Soft Labels for Classification with Limited or Imbalanced Data. PRCV (2) Zhehao Zhong, Shen Zhao, Ruixuan Wang
2022	J	`jnl`	Continual Learning with Bayesian Model based on a Fixed Pre-trained Feature Extractor. CoRR Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Wei-Shi Zheng, Ruixuan Wang
2022	—	`conf`	Discriminative Distillation to Reduce Class Confusion in Continual Learning. PRCV (1) Changhong Zhong, Zhiying Cui, Wei-Shi Zheng, Hongmei Liu, Ruixuan Wang
2022	J	`jnl`	EnHDC: Ensemble Learning for Brain-Inspired Hyperdimensional Computing. CoRR Ruixuan Wang, Dongning Ma, Xun Jiao
2022	A	`conf`	Energy-Efficient Brain-Inspired Hyperdimensional Computing Using Voltage Scaling. DATE Sizhe Zhang, Ruixuan Wang, Dongning Ma, Jeff Jun Zhang, Xunzhao Yin, Xun Jiao
2022	—	`conf`	Expert with Outlier Exposure for Continual Learning of New Diseases. BIBM Zhengjing Xu, Kanghao Chen, Wei-Shi Zheng, Zhijun Tan, Xiaobo Yang, Ruixuan Wang
2022	—	`conf`	Handcrafted and Neural Network Based Features for Outlier Modulation Detection. IEEECONF Yue Qi, Ruixuan Wang, Mojtaba Vaezi, Jonathan Francis, Xun Jiao
2022	J	`jnl`	Identification of chromosomal instability-associated genes as hepatocellular carcinoma progression-related biomarkers to guide clinical diagnosis, prognosis and therapy. Comput. Biol. Medicine Yueyang Hu, Chuanyu Tang, Wen Zhu, Hanjie Ye, Yuxing Lin, Ruixuan Wang, Tianjun Zhou, Sai Wen, Jian Yang, Chihua Fang
2022	A	`conf`	Improving Class Balancing at Both Feature Extractor and Classifier Head. ICME Kanghao Chen, Huijuan Lu, Ruixuan Wang, Wei-Shi Zheng
2022	J	`jnl`	Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification. CoRR Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Wei-Shi Zheng
2022	A*	`conf`	ODHD: one-class brain-inspired hyperdimensional computing for outlier detection. DAC Ruixuan Wang, Xun Jiao, X. Sharon Hu
2022	J	`jnl`	PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification. CoRR Kanghao Chen, Weixian Lei, Rong Zhang, Shen Zhao, Wei-Shi Zheng, Ruixuan Wang
2022	A	`conf`	PoisonHD: Poison Attack on Brain-Inspired Hyperdimensional Computing. DATE Ruixuan Wang, Xun Jiao
2022	J	`jnl`	Pooling in convolutional neural networks for medical image analysis: a survey and an empirical study. Neural Comput. Appl. Rajendran Nirthika, Siyamalan Manivannan, Amirthalingam Ramanan, Ruixuan Wang
2022	J	`jnl`	SATS: Self-Attention Transfer for Continual Semantic Segmentation. CoRR Yiqiao Qiu, Yixing Shen, Zhuohao Sun, Yanchong Zheng, Xiaobin Chang, Weishi Zheng, Ruixuan Wang
2022	—	`conf`	Synthetic Minority with CutMix for Imbalanced Image Classification. IntelliSys (2) Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Jun Tao
2022	—	`conf`	Task-Oriented Self-supervised Learning for Anomaly Detection in Electroencephalography. MICCAI (8) Yaojia Zheng, Zhouwu Liu, Rong Mo, Ziyi Chen, Wei-Shi Zheng, Ruixuan Wang
2022	J	`jnl`	Task-oriented Self-supervised Learning for Anomaly Detection in Electroencephalography. CoRR Yaojia Zheng, Zhouwu Liu, Rong Mo, Ziyi Chen, Wei-Shi Zheng, Ruixuan Wang
2021	—	`conf`	Alleviating Data Imbalance Issue with Perturbed Input During Inference. MICCAI (5) Kanghao Chen, Yifan Mao, Huijuan Lu, Chenghua Zeng, Ruixuan Wang, Wei-Shi Zheng
2021	—	`conf`	Assessing Robustness of Hyperdimensional Computing Against Errors in Associative Memory : (Invited Paper). ASAP Sizhe Zhang, Ruixuan Wang, Jeff Jun Zhang, Abbas Rahimi, Xun Jiao
2021	A	`conf`	Brief Industry Paper: HDAD: Hyperdimensional Computing-based Anomaly Detection for Automotive Sensor Attacks. RTAS Ruixuan Wang, Fanxin Kong, Hasshi Sudler, Xun Jiao
2021	—	`conf`	Continual Learning with Bayesian Model Based on a Fixed Pre-trained Feature Extractor. MICCAI (5) Yang Yang, Zhiying Cui, Junjie Xu, Changhong Zhong, Ruixuan Wang, Wei-Shi Zheng
2021	—	`conf`	Data Augmentation in Logit Space for Medical Image Classification with Limited Training Data. MICCAI (5) Yangwen Hu, Zhehao Zhong, Ruixuan Wang, Hongmei Liu, Zhijun Tan, Wei-Shi Zheng
2021	J	`jnl`	Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images. IEEE ACM Trans. Comput. Biol. Bioinform. Ying Song, Shuangjia Zheng, Liang Li, Xiang Zhang, Xiaodong Zhang, Ziwang Huang, Jianwen Chen, Ruixuan Wang, Huiying Zhao, Yutian Chong, Jun Shen, Yunfei Zha, Yuedong Yang
2021	J	`jnl`	Discriminative Distillation to Reduce Class Confusion in Continual Learning. CoRR Changhong Zhong, Zhiying Cui, Ruixuan Wang, Wei-Shi Zheng
2021	—	`conf`	Iterative Ensemble Transductive Learning for Microscopy Image Analysis. CSCI Tian Shi, Longshi Wu, Changhong Zhong, Ruixuan Wang, Hongmei Liu
2021	—	`conf`	Modality-shared MRI Image Translation Based on Conditional GAN. BIBM Chufu Deng, Zhiguang Chen, Ruixuan Wang, Wanqi Su, Yili Qu
2021	J	`jnl`	Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors. CoRR Zhuoyun Li, Changhong Zhong, Sijia Liu, Ruixuan Wang, Wei-Shi Zheng
2021	J	`jnl`	Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning. CoRR Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang
2021	—	`conf`	Towards Unbiased Covid-19 Lesion Localisation And Segmentation Via Weakly Supervised Learning. ISBI Yang Yang, Jiancong Chen, Ruixuan Wang, Ting Ma, Lingwei Wang, Jie Chen, Wei-Shi Zheng, Tong Zhang
2021	J	`jnl`	Understanding of Kernels in CNN Models by Suppressing Irrelevant Visual Features in Images. CoRR Jia-Xin Zhuang, Wanying Tao, Jianfei Xing, Wei Shi, Ruixuan Wang, Wei-Shi Zheng
2020	—	`conf`	Abnormality Detection in Chest X-Ray Images Using Uncertainty Prediction Autoencoders. MICCAI (6) Yifan Mao, Feifei Xue, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng, Hongmei Liu
2020	—	`conf`	Anomaly Detection on Electroencephalography with Self-supervised Learning. BIBM Junjie Xu, Yaojia Zheng, Yifan Mao, Ruixuan Wang, Wei-Shi Zheng
2020	—	`conf`	Class-Center Involved Triplet Loss for Skin Disease Classification on Imbalanced Data. ISBI Weixian Lei, Rong Zhang, Yang Yang, Ruixuan Wang, Wei-Shi Zheng
2020	—	`conf`	Continual Learning of New Diseases with Dual Distillation and Ensemble Strategy. MICCAI (1) Zhuoyun Li, Changhong Zhong, Ruixuan Wang, Wei-Shi Zheng
2020	J	`jnl`	Counterfeit Anomaly Using Generative Adversarial Network for Anomaly Detection. IEEE Access Haocheng Shen, Jingkun Chen, Ruixuan Wang, Jianguo Zhang
2020	B	`conf`	Cross-View Relation Networks for Mammogram Mass Detection. ICPR Jiechao Ma, Xiang Li, Hongwei Li, Ruixuan Wang, Bjoern H. Menze, Wei-Shi Zheng
2020	—	`conf`	Deep kNN for Medical Image Classification. MICCAI (1) Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng
2020	—	`conf`	Fusing Metadata and Dermoscopy Images for Skin Disease Diagnosis. ISBI Weipeng Li, Jiaxin Zhuang, Ruixuan Wang, Jianguo Zhang, Wei-Shi Zheng
2020	A	`conf`	Open Set Semantic Segmentation With Statistical Test And Adaptive Threshold. ICME Zhiying Cui, Longshi Wu, Ruixuan Wang
2019	—	`conf`	Biomarker Localization by Combining CNN Classifier and Generative Adversarial Network. MICCAI (1) Rong Zhang, Shuhan Tan, Ruixuan Wang, Siyamalan Manivannan, Jingjing Chen, Haotian Lin, Wei-Shi Zheng
2019	—	`conf`	CARE: Class Attention to Regions of Lesion for Classification on Imbalanced Data. MIDL Jiaxin Zhuang, Jiabin Cai, Ruixuan Wang, Jianguo Zhang, Weishi Zheng
2019	—	`conf`	Ensemble Transductive Learning for Skin Lesion Segmentation. PRCV (2) Zhiying Cui, Longshi Wu, Ruixuan Wang, Wei-Shi Zheng
2019	—	`conf`	Improving Robustness of Medical Image Diagnosis with Denoising Convolutional Neural Networks. MICCAI (6) Feifei Xue, Jin Peng, Ruixuan Wang, Qiong Zhang, Wei-Shi Zheng
2019	—	`conf`	Retinal Artery/Vein Classification via Rotation Augmentation and Deeply Supervised U-net Segmentation. ICBIP Zhaolei Wang, Junbin Lin, Ruixuan Wang, Weishi Zheng
2018	J	`jnl`	Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images. CoRR Hongwei Li, Gongfa Jiang, Ruixuan Wang, Jianguo Zhang, Zhaolei Wang, Wei-Shi Zheng, Bjoern H. Menze
2018	J	`jnl`	Fully convolutional network ensembles for white matter hyperintensities segmentation in MR images. NeuroImage Hongwei Li, Gongfa Jiang, Jianguo Zhang, Ruixuan Wang, Zhaolei Wang, Wei-Shi Zheng, Bjoern H. Menze
2017	—	`conf`	Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation. MICCAI (2) Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2017	—	`conf`	Cardiac-gated Slit Lamp Videography as a Novel Approach to Assessing a Microcirculatory Network. CinC Paul F. Brennan, Dewar D. Finlay, Mark S. Spence, Agnes Awuah, James McLaughlin, Johnny Moore, Andrew Nesbit, Emanuele Trucco, Ruixuan Wang, Tara Moore
2017	—	`conf`	Multi-task Fully Convolutional Network for Brain Tumour Segmentation. MIUA Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2016	J	`jnl`	An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens. Pattern Recognit. Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2016	—	`conf`	Hierarchical mix-pooling and its applications to biomedical image classification. ISBI Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco
2015	J	`jnl`	Low-Rank Prior in Single Patches for Nonpointwise Impulse Noise Removal. IEEE Trans. Image Process. Ruixuan Wang, Markus Pakleppa, Emanuele Trucco
2014	—	`conf`	HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. I3A@ICPR Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014	—	`conf`	HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. I3A@ICPR Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014	—	`conf`	Inter-Cluster Features for Medical Image Classification. MICCAI (3) Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco
2014	—	`conf`	Video-Specific SVMs for Colonoscopy Image Classification. CARE@MICCAI Siyamalan Manivannan, Ruixuan Wang, María P. Trujillo, Jesus Arbey Hoyos, Emanuele Trucco
2013	—	`conf`	Automatic normal-abnormal video frame classification for colonoscopy. ISBI Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco, Adrian Hood
2013	—	`conf`	Extended Gaussian-Filtered Local Binary Patterns for Colonoscopy Image Classification. ICCV Workshops Siyamalan Manivannan, Ruixuan Wang, Emanuele Trucco
2013	A*	`conf`	Single-Patch Low-Rank Prior for Non-pointwise Impulse Noise Removal. ICCV Ruixuan Wang, Emanuele Trucco
2012	J	`jnl`	3-D-2-D spatiotemporal registration for sports motion analysis. Mach. Vis. Appl. Wee Kheng Leow, Ruixuan Wang, Hon Wai Leong
2010	B	`conf`	Gaussian Process Learning from Order Relationships Using Expectation Propagation. ICPR Ruixuan Wang, Stephen J. McKenna
2010	J	`jnl`	Visualizing Image Collections Using High-Entropy Layout Distributions. IEEE Trans. Multim. Ruixuan Wang, Stephen J. McKenna, Junwei Han, Annette A. Ward
2009	—	`conf`	High-entropy layouts for content-based browsing and retrieval. CIVR Ruixuan Wang, Stephen J. McKenna, Junwei Han
2009	C	`conf`	Learning Query-Dependent Distance Metrics for Interactive Image Retrieval. ICVS Junwei Han, Stephen J. McKenna, Ruixuan Wang
2008	A*	`conf`	3D-2D spatiotemporal registration for sports motion analysis. CVPR Ruixuan Wang, Wee Kheng Leow, Hon Wai Leong
2008	—	`conf`	Regular Texture Analysis as Statistical Model Selection. ECCV (4) Junwei Han, Stephen J. McKenna, Ruixuan Wang
2006	—	`conf`	A TCAM Management Scheme for IP Lookups. ICON Weidong Wu, Ruixuan Wang
2006	—	`conf`	Human Posture Analysis Under Partial Self-occlusion. ICIAR (1) Ruixuan Wang, Wee Kheng Leow
2005	A	`conf`	Human Posture Sequence Estimation Using Two Un-calibrated Cameras. BMVC Ruixuan Wang, Wee Kheng Leow
2005	—	`conf`	Human body posture refinement by nonparametric belief propagation. ICIP (3) Ruixuan Wang, Wee Kheng Leow