XuLei Yang - RankMe

184 papers A* 16A 3B 19Misc 3Journal 102Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. AAAI Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Xun Xu, Dacheng Tao, XuLei Yang
2026	J	`jnl`	Evidential Robust Feature Learning for Generalized Few-Shot Segmentation. Int. J. Comput. Vis. Weide Liu, Xiaoyang Zhong, Lu Wang, Chunbo Lang, Yuming Fang, Jun Cheng, XuLei Yang, Gong Cheng
2026	J	`jnl`	FOCUS: Frequency-Optimized Conditioning of diffUSion models for mitigating catastrophic forgetting during test-time adaptation. Mach. Vis. Appl. Gabriel Tjio, Jie Zhang, XuLei Yang, Yun Xing, Nhat Chung, Xiaofeng Cao, Ivor W. Tsang, Chee Keong Kwoh, Qing Guo
2026	J	`jnl`	MeLoRA : Probability measures-based low-rank adaptation with Gaussian variational inference. Knowl. Based Syst. Xue He, Xue Geng, Tiancheng Zhang, Minghe Yu, Yuhai Zhao, XuLei Yang, Min Wu, Ge Yu
2026	A*	`conf`	Next-Generation Metalens Vision System: Powered by AI and Applied to AI. AAAI Fen Fang, Muli Yang, Henan Wang, Xinan Liang, Tobias Wilhelm W. Mass, Xuewu Xu, XuLei Yang, Zhengguo Li
2026	J	`jnl`	Perception-Aware Multimodal Spatial Reasoning from Monocular Images. CoRR Yanchun Cheng, Rundong Wang, XuLei Yang, Alok Prakash, Daniela Rus, Marcelo H. Ang Jr., Shijie Li
2026	J	`jnl`	Toward Accurate Procedure Planning in Instructional Videos: Visual State Generation Helps Task-Selective Diffusion. IEEE Trans. Pattern Anal. Mach. Intell. Fen Fang, Muli Yang, Min Wu, Yanhua Yang, Qianli Xu, Joo-Hwee Lim, XuLei Yang, Hongyuan Zhu
2026	A*	`conf`	Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline. AAAI Fen Fang, Xinan Liang, Muli Yang, Jinghong Zheng, Tobias Wilhelm W. Mass, Ying Sun, XuLei Yang, Xuewu Xu, Zhengguo Li
2026	J	`jnl`	VLM-Guided Group Preference Alignment for Diffusion-based Human Mesh Recovery. CoRR Wenhao Shen, Hao Wang, Wanqi Yin, Fayao Liu, XuLei Yang, Chao Liang, Zhongang Cai, Guosheng Lin
2026	J	`jnl`	Velocity Space Representation Learning for GPR Keypoint Detection and Matching. IEEE Trans. Ind. Informatics Pengyu Zhang, Xieyuanli Chen, Liang Shen, XuLei Yang, Bharadwaj Veeravalli, Shijie Li, Tian Jin, Xiaotao Huang
2025	J	`jnl`	AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization. CoRR Jingyi Liao, Yongyi Su, Rong-Cheng Tu, Zhao Jin, Wenhao Sun, Yiting Li, Dacheng Tao, Xun Xu, XuLei Yang
2025	A	`conf`	AIC3DOD: Advancing Indoor Class-Incremental 3D Object Detection with Point Transformer Architecture and Room Layout Constraints. WACV Zhongyao Cheng, Fang Wu, Peisheng Qian, Ziyuan Zhao, XuLei Yang
2025	J	`jnl`	An Efficient 3D Convolutional Neural Network with Channel-wise, Spatial-grouped, and Temporal Convolutions. CoRR Zhe Wang, XuLei Yang
2025	J	`jnl`	DPPNet: A Depth Pixel-Wise Potential-Aware Network for RGB-D Salient Object Detection. IEEE Trans. Multim. Junbin Yuan, Yiqi Wang, Zhoutao Wang, Qingzhen Xu, Bharadwaj Veeravalli, XuLei Yang
2025	J	`jnl`	DiffPCN: Latent Diffusion Model Based on Multi-view Depth Images for Point Cloud Completion. CoRR Zijun Li, Hongyu Yan, Shijie Li, Kunming Luo, Li Lu, XuLei Yang, Weisi Lin
2025	Misc	`conf`	Distribution Alignment Informed Thresholding for Semi-Supervised Curvilinear Structure Segmentation. ICASSP Yuhao Mo, Bo Peng, Bihan Wen, XuLei Yang, Ce Zhu, Xun Xu
2025	—	`conf`	Dual Correlation-Aware Mamba for Microvascular Obstruction Identification in Non-contrast Cine Cardiac Magnetic Resonance. MICCAI (1) Yige Yan, Jun Cheng, XuLei Yang, Shuang Leng, Ru-San Tan, Liang Zhong, Jagath C. Rajapakse
2025	—	`conf`	EFFDNet: A Scribble-Supervised Medical Image Segmentation Method with Enhanced Foreground Feature Discrimination. MICCAI (16) Jinhua Liu, Shu Yun Tan, XuLei Yang, Yanwu Xu, Si Yong Yeo
2025	J	`jnl`	Efficient Distortion-Minimized Layerwise Pruning. IEEE Trans. Pattern Anal. Mach. Intell. Kaixin Xu, Zhe Wang, Runtao Huang, Xue Geng, Jie Lin, XuLei Yang, Min Wu, Xiaoli Li, Weisi Lin
2025	A*	`conf`	Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching. ICLR Lile Cai, Chuan-Sheng Foo, Xun Xu, Zaiwang Gu, Jun Cheng, XuLei Yang
2025	J	`jnl`	Exploiting Vision Language Model for Training-Free 3D Point Cloud OOD Detection via Graph Score Propagation. CoRR Tiankai Chen, Yushu Li, Adam Goodge, Fei Teng, XuLei Yang, Tianrui Li, Xun Xu
2025	A	`conf`	Exploring Active Learning for Label-Efficient Training of Semantic Neural Radiance Field. ICME Yuzhe Zhu, Lile Cai, Kangkang Lu, Fayao Liu, XuLei Yang
2025	J	`jnl`	Exploring Active Learning for Label-Efficient Training of Semantic Neural Radiance Field. CoRR Yuzhe Zhu, Lile Cai, Kangkang Lu, Fayao Liu, XuLei Yang
2025	J	`jnl`	FOCUS: Frequency-Optimized Conditioning of DiffUSion Models for mitigating catastrophic forgetting during Test-Time Adaptation. CoRR Gabriel Tjio, Jie Zhang, XuLei Yang, Yun Xing, Nhat Chung, Xiaofeng Cao, Ivor W. Tsang, Chee Keong Kwoh, Qing Guo
2025	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Jin Chao, Manas Gupta, XuLei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
2025	J	`jnl`	Future-Aware Interaction Network For Motion Forecasting. CoRR Shijie Li, Xun Xu, Si Yong Yeo, XuLei Yang
2025	J	`jnl`	Global-Aware Monocular Semantic Scene Completion with State Space Models. CoRR Shijie Li, Zhongyao Cheng, Rong Li, Shuai Li, Juergen Gall, Xun Xu, XuLei Yang
2025	A*	`conf`	How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation. ICML Yining Pan, Qiongjie Cui, XuLei Yang, Na Zhao
2025	J	`jnl`	How Do Images Align and Complement LiDAR? Towards a Harmonized Multi-modal 3D Panoptic Segmentation. CoRR Yining Pan, Qiongjie Cui, XuLei Yang, Na Zhao
2025	J	`jnl`	Integrating SAM Supervision for 3D Weakly Supervised Point Cloud Segmentation. CoRR Lechun You, Zhonghua Wu, Weide Liu, XuLei Yang, Jun Cheng, Wei Zhou, Bharadwaj Veeravalli, Guosheng Lin
2025	J	`jnl`	MPTN: A video-based multi-point tracking network for atrioventricular junction detection and tracking in cardiovascular magnetic resonance imaging. Comput. Methods Programs Biomed. Shuang Leng, Jianguo Chen, XuLei Yang, Ru-San Tan, Ping Chai, Lynette L. Teo, James W. Yip, Ju Le Tan, Liang Zhong
2025	A*	`conf`	MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations. CVPR Ziyang Zhang, Yang Yu, Yucheng Chen, XuLei Yang, Si Yong Yeo
2025	J	`jnl`	MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations. CoRR Ziyang Zhang, Yang Yu, Yucheng Chen, XuLei Yang, Si Yong Yeo
2025	J	`jnl`	MimiCAT: Mimic with Correspondence-Aware Cascade-Transformer for Category-Free 3D Pose Transfer. CoRR Zenghao Chai, Chen Tang, Yongkang Wong, XuLei Yang, Mohan Kankanhalli
2025	J	`jnl`	Mitigating Missing Feature Channels at Inference Stage: Test-Time Adaptation Through Self-Training With Data Imputation. IEEE Signal Process. Lett. Yan Huang, Yongyi Su, XuLei Yang, Xin Lin, Xun Xu
2025	J	`jnl`	MonoSR: Open-Vocabulary Spatial Reasoning from Monocular Images. CoRR Qirui Wang, Jingyi He, Yining Pan, Si Yong Yeo, XuLei Yang, Shijie Li
2025	J	`jnl`	Multi-View Industrial Anomaly Detection with Epipolar Constrained Cross-View Fusion. CoRR Yifan Liu, Xun Xu, Shijie Li, Jingyi Liao, XuLei Yang
2025	J	`jnl`	Multimodal multitask similarity learning for vision language model on radiological images and reports. Neurocomputing Yang Yu, Jiahao Wang, Weide Liu, Ivan Ho Mien, Pavitra Krishnaswamy, XuLei Yang, Jun Cheng
2025	A	`conf`	OcSplats: Rendering Occluded Humans with Prior Knowledge. ICME Jie Zhang, Qiongjie Cui, XuLei Yang, Na Zhao
2025	J	`jnl`	OccLE: Label-Efficient 3D Semantic Occupancy Prediction. CoRR Naiyu Fang, Zheyuan Zhou, Fayao Liu, XuLei Yang, Jiacheng Wei, Lemiao Qiu, Guosheng Lin
2025	A*	`conf`	On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning. ICLR Yongyi Su, Yushu Li, Nanqing Liu, Kui Jia, XuLei Yang, Chuan-Sheng Foo, Xun Xu
2025	J	`jnl`	Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs. CoRR Yongyi Su, Haojie Zhang, Shijie Li, Nanqing Liu, Jingyi Liao, Junyi Pan, Yuan Liu, Xiaofen Xing, Chong Sun, Chen Li, Nancy F. Chen, Shuicheng Yan, XuLei Yang, Xun Xu
2025	J	`jnl`	Physically-guided open vocabulary segmentation with weighted patched alignment loss. Neurocomputing Weide Liu, Jieming Lou, Xingxing Wang, Wei Zhou, Jun Cheng, XuLei Yang
2025	A*	`conf`	Rectification-specific Supervision and Constrained Estimator for Online Stereo Rectification. CVPR Rui Gong, Kim-Hui Yap, Weide Liu, XuLei Yang, Jun Cheng
2025	J	`jnl`	Robust Distribution Alignment for Industrial Anomaly Detection under Distribution Shift. CoRR Jingyi Liao, Xun Xu, Yongyi Su, Rong-Cheng Tu, Yifan Liu, Dacheng Tao, XuLei Yang
2025	J	`jnl`	SDCoT++: Improved Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection. IEEE Trans. Image Process. Na Zhao, Peisheng Qian, Fang Wu, Xun Xu, XuLei Yang, Gim Hee Lee
2025	—	`conf`	SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation. ECML/PKDD (1) Adam Goodge, Bryan Hooi, Jingyi Liao, Yongyi Su, Wee Siong Ng, Xun Xu, XuLei Yang
2025	J	`jnl`	SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation. CoRR Adam Goodge, Xun Xu, Bryan Hooi, Wee Siong Ng, Jingyi Liao, Yongyi Su, XuLei Yang
2025	A*	`conf`	SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding. CVPR Rong Li, Shijie Li, Lingdong Kong, XuLei Yang, Junwei Liang
2025	—	`conf`	Spatiotemporal-Sensitive Network for Microvascular Obstruction Segmentation from Cine Cardiac Magnetic Resonance. MICCAI (16) Yang Yu, Christopher Kok, Jiahao Wang, Jun Cheng, Shuang Leng, Ru-San Tan, Liang Zhong, XuLei Yang
2025	A*	`conf`	Text-to-Image Rectified Flow as Plug-and-Play Priors. ICLR Xiaofeng Yang, Cheng Chen, XuLei Yang, Fayao Liu, Guosheng Lin
2025	J	`jnl`	Thinking Ahead: Foresight Intelligence in MLLMs and World Models. CoRR Zhantao Gong, Liaoyuan Fan, Qing Guo, Xun Xu, XuLei Yang, Shijie Li
2025	—	`conf`	Trustworthy Disentangled Framework for Multi-Label Medical Image Classification with Multimodal Refinement. BIBM Yingyu Chen, Ziyuan Yang, Yongqiang Huang, XuLei Yang, Siyong Yeo, Yi Zhang
2025	J	`jnl`	VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine. CoRR Ziyang Zhang, Yang Yu, XuLei Yang, Si Yong Yeo
2025	J	`jnl`	Zero-Shot 3D Visual Grounding from Vision-Language Models. CoRR Rong Li, Shijie Li, Lingdong Kong, XuLei Yang, Junwei Liang
2024	J	`jnl`	A Timely Survey on Vision Transformer for Deepfake Detection. CoRR Zhikan Wang, Zhongyao Cheng, Jiajie Xiong, Xun Xu, Tianrui Li, Bharadwaj Veeravalli, XuLei Yang
2024	J	`jnl`	An Intelligent Edge-Cloud Collaborative Framework for Communication Security in Distributed Cyber-Physical Systems. IEEE Netw. Cen Chen, Yangfan Li, Qinyu Wang, XuLei Yang, Xiaokang Wang, Laurence T. Yang
2024	—	`conf`	Coarse-Grained Mask Regularization for Microvascular Obstruction Identification from Non-contrast Cardiac Magnetic Resonance. MICCAI (1) Yige Yan, Jun Cheng, XuLei Yang, Zaiwang Gu, Shuang Leng, Ru-San Tan, Liang Zhong, Jagath C. Rajapakse
2024	J	`jnl`	DM3D: Distortion-Minimized Weight Pruning for Lossless 3D Object Detection. CoRR Kaixin Xu, Qingtian Feng, Hao Chen, Zhe Wang, Xue Geng, XuLei Yang, Min Wu, Xiaoli Li, Weisi Lin
2024	—	`conf`	Dual Prototypical Self-Supervised Learning for One-shot Medical Image Segmentation. EMBC Ziyuan Zhao, Zhi Qing Ng, Zhongyao Cheng, Jiahao Wang, XuLei Yang, Hanry Yu, Cuntai Guan
2024	J	`jnl`	Efficient Vision Transformer for Human-Centric AIoT Applications Through Token Tracking Assignment. IEEE Trans. Consumer Electron. Chuang Li, Yujie Peng, Gang Liu, Yangfan Li, XuLei Yang, Cen Chen
2024	J	`jnl`	Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection. CoRR Yushu Li, Yongyi Su, XuLei Yang, Kui Jia, Xun Xu
2024	J	`jnl`	Exploring Human-in-the-Loop Test-Time Adaptation by Synergizing Active Learning and Model Selection. Trans. Mach. Learn. Res. Yushu Li, Yongyi Su, XuLei Yang, Kui Jia, Xun Xu
2024	J	`jnl`	From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks. CoRR Xue Geng, Zhe Wang, Chunyun Chen, Qing Xu, Kaixin Xu, Chao Jin, Manas Gupta, XuLei Yang, Zhenghua Chen, Mohamed M. Sabry Aly, Jie Lin, Min Wu, Xiaoli Li
2024	J	`jnl`	Gaussian Mixture based Evidential Learning for Stereo Matching. CoRR Weide Liu, Xingxing Wang, Lu Wang, Jun Cheng, Fayao Liu, XuLei Yang
2024	J	`jnl`	Graph Neural Networks for Protein-Protein Interactions - A Short Survey. CoRR Mingda Xu, Peisheng Qian, Ziyuan Zhao, Zeng Zeng, Jianguo Chen, Weide Liu, XuLei Yang
2024	—	`conf`	Hybrid Model Design For Protein Function Prediction. EMBC Shenghao Zhao, Xiaoyu Zhang, Ziyuan Zhao, Peisheng Qian, Weide Liu, Zeng Zeng, Bharadwaj Veeravalli, Lingyun Dai, Pär Nordlund, Nayana Prabhu, Tam Wai Leong, XuLei Yang
2024	—	`conf`	Improving 3D Occupancy Prediction through Class-Balancing Loss and Multi-Scale Representation. CAI Huizhou Chen, Jiangyi Wang, Yuxin Li, Na Zhao, Jun Cheng, XuLei Yang
2024	J	`jnl`	Improving 3D Occupancy Prediction through Class-balancing Loss and Multi-scale Representation. CoRR Huizhou Chen, Jiangyi Wang, Yuxin Li, Na Zhao, Jun Cheng, XuLei Yang
2024	J	`jnl`	Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training. CoRR Jinpeng Lin, XuLei Yang, Tianrui Li, Xun Xu
2024	J	`jnl`	Introduction to 3D Deep Learning. World Sci. Annu. Rev. Artif. Intell. XuLei Yang, Xiaoli Li, Hao Su
2024	—	`conf`	LPViT: Low-Power Semi-structured Pruning for Vision Transformers. ECCV (71) Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, XuLei Yang, Min Wu, Xiaoli Li, Weisi Lin
2024	J	`jnl`	LPViT: Low-Power Semi-structured Pruning for Vision Transformers. CoRR Kaixin Xu, Zhe Wang, Chunyun Chen, Xue Geng, Jie Lin, XuLei Yang, Min Wu, Xiaoli Li, Weisi Lin
2024	—	`conf`	Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation. ECCV (44) Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, XuLei Yang, Fayao Liu, Guosheng Lin
2024	J	`jnl`	Learning Content-Aware Multi-Modal Joint Input Pruning via Bird's-Eye-View Representation. CoRR Yuxin Li, Yiheng Li, XuLei Yang, Mengying Yu, Zihang Huang, Xiaojun Wu, Chai Kiat Yeo
2024	—	`conf`	Learning Content-Aware Multi-Modal Joint Input Pruning via Birds'-Eye-View Representation. ITSC Yuxin Li, Yiheng Li, XuLei Yang, Mengying Yu, Zihang Huang, Xiaojun Wu, Chai Kiat Yeo
2024	A*	`conf`	Learning Intra-View and Cross-View Geometric Knowledge for Stereo Matching. CVPR Rui Gong, Weide Liu, Zaiwang Gu, XuLei Yang, Jun Cheng
2024	J	`jnl`	Learning Intra-view and Cross-view Geometric Knowledge for Stereo Matching. CoRR Rui Gong, Weide Liu, Zaiwang Gu, XuLei Yang, Jun Cheng
2024	—	`conf`	Multi-dataset Collaborative Learning for Liver Tumor Segmentation. EMBC Ziyuan Zhao, Renjun Cai, Kaixin Xu, Zhengji Liu, XuLei Yang, Jun Cheng, Cuntai Guan
2024	J	`jnl`	On the Adversarial Risk of Test Time Adaptation: An Investigation into Realistic Test-Time Data Poisoning. CoRR Yongyi Su, Yushu Li, Nanqing Liu, Kui Jia, XuLei Yang, Chuan-Sheng Foo, Xun Xu
2024	A*	`conf`	On-the-fly Point Feature Representation for Point Clouds Analysis. ACM Multimedia Jiangyi Wang, Zhongyao Cheng, Na Zhao, Jun Cheng, XuLei Yang
2024	J	`jnl`	On-the-fly Point Feature Representation for Point Clouds Analysis. CoRR Jiangyi Wang, Zhongyao Cheng, Na Zhao, Jun Cheng, XuLei Yang
2024	J	`jnl`	QuadBEV: An Efficient Quadruple-Task Perception Framework via Bird's-Eye-View Representation. CoRR Yuxin Li, Yiheng Li, XuLei Yang, Mengying Yu, Zihang Huang, Xiaojun Wu, Chai Kiat Yeo
2024	—	`conf`	QuadBEV: An Efficient Quadruple-Task Perception Framework via Birds'-Eye-View Representation. ITSC Yuxin Li, Yiheng Li, XuLei Yang, Mengying Yu, Zihang Huang, Xiaojun Wu, Chai Kiat Yeo
2024	—	`conf`	See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos. MICCAI (6) Ziyuan Zhao, Fen Fang, XuLei Yang, Qianli Xu, Cuntai Guan, S. Kevin Zhou
2024	J	`jnl`	SeeGround: See and Ground for Zero-Shot Open-Vocabulary 3D Visual Grounding. CoRR Rong Li, Shijie Li, Lingdong Kong, XuLei Yang, Junwei Liang
2024	J	`jnl`	Sync4D: Video Guided Controllable Dynamics for Physics-Based 4D Generation. CoRR Zhoujie Fu, Jiacheng Wei, Wenhao Shen, Chaoyue Song, Xiaofeng Yang, Fayao Liu, XuLei Yang, Guosheng Lin
2024	J	`jnl`	Text-to-Image Rectified Flow as Plug-and-Play Priors. CoRR Xiaofeng Yang, Cheng Chen, XuLei Yang, Fayao Liu, Guosheng Lin
2024	A*	`conf`	Training Binary Neural Networks via Gaussian Variational Inference and Low-Rank Semidefinite Programming. NeurIPS Lorenzo Orecchia, Jiawei Hu, Xue He, Wang Mark, XuLei Yang, Min Wu, Xue Geng
2024	—	`conf`	Unsupervised 3D Lung Segmentation by Leveraging 2D Segment Anything Model. EMBC Tianrui Liu, Qiyue Wei, Jianguo Chen, Weide Liu, Weimin Huang, Ruchir Srivastava, Zhongyao Cheng, Zeng Zeng, Bharadwaj Veeravalli, XuLei Yang
2024	J	`jnl`	Unsupervised Network for Single Image Raindrop Removal. CoRR Huijiao Wang, Shenghao Zhao, Lei Yu, XuLei Yang
2024	J	`jnl`	Utilizing the Mean Teacher with Supcontrast Loss for Wafer Pattern Recognition. CoRR Qiyu Wei, Xun Xu, Zeng Zeng, XuLei Yang
2024	J	`jnl`	When low-vision task meets dense prediction tasks with less data: an auxiliary self-trained geometry regularization. Trans. Mach. Learn. Res. Zaiwang Gu, Weide Liu, XuLei Yang, Chuan-Sheng Foo, Jun Cheng
2023	B	`conf`	An Efficient Deep Video Model For Deepfake Detection. ICIP Ruipeng Sun, Ziyuan Zhao, Li Shen, Zeng Zeng, Yuxin Li, Bharadwaj Veeravalli, XuLei Yang
2023	B	`conf`	COCO-TEACH: A Contrastive Co-Teaching Network For Incremental 3D Object Detection. ICIP Zhongyao Cheng, Cen Chen, Ziyuan Zhao, Peisheng Qian, Xiaoli Li, XuLei Yang
2023	B	`conf`	Controlling Facial Attribute Synthesis by Disentangling Attribute Feature Axes in Latent Space. ICIP Qiyu Wei, Weihua Zheng, Yuxin Li, Zhongyao Cheng, Zeng Zeng, XuLei Yang
2023	J	`jnl`	DGSLN: Differentiable graph structure learning neural network for robust graph representations. Inf. Sci. Xiaofeng Zou, Kenli Li, Cen Chen, XuLei Yang, Wei Wei, Keqin Li
2023	Misc	`conf`	Efficient Practices for Profile-to-Frontal Face Synthesis and Recognition. ICASSP Huijiao Wang, XuLei Yang
2023	J	`jnl`	Facial feature embedded CycleGAN for VIS-NIR translation. Multidimens. Syst. Signal Process. Huijiao Wang, Haijian Zhang, Lei Yu, XuLei Yang
2023	J	`jnl`	GCM: Efficient video recognition with glance and combine module. Pattern Recognit. Yichen Zhou, Ziyuan Huang, XuLei Yang, Marcelo H. Ang, Teck Khim Ng
2023	J	`jnl`	Learn to Optimize Denoising Scores for 3D Generation: A Unified and Improved Diffusion Prior on NeRF and 3D Gaussian Splatting. CoRR Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, XuLei Yang, Fayao Liu, Guosheng Lin
2023	—	`conf`	MS-MT++: Enhanced Multi-scale Mean Teacher for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. BraTS/CrossMoDA@MICCAI Ziyuan Zhao, Ruikai Lin, Kaixin Xu, XuLei Yang, Cuntai Guan
2023	J	`jnl`	MS-MT: Multi-Scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. CoRR Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, XuLei Yang, Cuntai Guan
2023	J	`jnl`	Non-cooperative game algorithms for computation offloading in mobile edge computing environments. J. Parallel Distributed Comput. Jianguo Chen, Qingying Deng, XuLei Yang
2023	A*	`conf`	SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. IJCAI Ziyuan Zhao, Peisheng Qian, XuLei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li
2023	J	`jnl`	SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction. CoRR Ziyuan Zhao, Peisheng Qian, XuLei Yang, Zeng Zeng, Cuntai Guan, Tam Wai Leong, Xiaoli Li
2023	J	`jnl`	Toward Communication-Efficient Digital Twin via AI-Powered Transmission and Reconstruction. IEEE J. Sel. Areas Commun. Mi Li, Cen Chen, XuLei Yang, Joey Tianyi Zhou, Tao Zhang, Yangfan Li
2022	J	`jnl`	A configurable deep learning framework for medical image analysis. Neural Comput. Appl. Jianguo Chen, Nan Yang, Mimi Zhou, Zhaolei Zhang, XuLei Yang
2022	J	`jnl`	Algorithms and architecture support of degree-based quantization for graph neural networks. J. Syst. Archit. Yilong Guo, Yuxuan Chen, Xiaofeng Zou, XuLei Yang, Yuandong Gu
2022	—	`conf`	CETSA Feature Based Clustering for Protein Outlier Discovery by Protein-to-Protein Interaction Prediction. EMBC XuLei Yang, Qing Da, Peisheng Qian, Bharadwaj Veeravalli, Tam Wai Leong, Lingyun Dai, Pär Nordlund, Nayana Prabhu, Ziyuan Zhao, Zeng Zeng
2022	—	`conf`	CycleDNN - A Novel Deep Neural Network Model for CETSA Feature Prediction cross Cell Lines. EMBC Zeng Zeng, Shenghao Zhao, Qing Da, Peisheng Qian, Tam Wai Leong, Lingyun Dai, Pär Nordlund, Nayana Prabhu, Ziyuan Zhao, XuLei Yang
2022	B	`conf`	Iterative Contrastive Learning for Single Image Raindrop Removal. ICIP XuLei Yang, Peisheng Qian, Li Wang, Shenghao Zhao, Cen Chen, Xiaoli Li, Zeng Zeng
2022	B	`conf`	Latent Vector Prototypes Guided Conditional Face Synthesis. ICIP Qiyu Wei, XuLei Yang, Tong Sang, Huijiao Wang, Xiaofeng Zou, Zhongyao Cheng, Ziyuan Zhao, Zeng Zeng
2022	B	`conf`	MANET: Mitral Annulus Point Tracking Network in Cardiac Magnetic Resonance. ICIP Jianguo Chen, XuLei Yang, Shuang Leng, Ru-San Tan, Zeng Zeng, Liang Zhong
2022	B	`conf`	MMGL: Multi-Scale Multi-View Global-Local Contrastive Learning for Semi-Supervised Cardiac Image Segmentation. ICIP Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, XuLei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
2022	J	`jnl`	MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation. CoRR Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, XuLei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan
2022	—	`conf`	MS-MT: Multi-scale Mean Teacher with Contrastive Unpaired Translation for Cross-Modality Vestibular Schwannoma and Cochlea Segmentation. BrainLes@MICCAI (2) Ziyuan Zhao, Kaixin Xu, Huai Zhe Yeo, XuLei Yang, Cuntai Guan
2022	—	`conf`	Malignancy Suspicious Region Guided Deep Neural Networks for Gastric Ulcer Classification. EMBC Xiaoyan Zheng, Zeng Zeng, Can Ma, Qing Chang, Ziyuan Zhao, XuLei Yang
2021	B	`conf`	Joint Anomaly Detection and Inpainting for Microscopy Images Via Deep Self-Supervised Learning. ICIP Ling Huang, Deruo Cheng, XuLei Yang, Tong Lin, Yiqiong Shi, Kaiyi Yang, Bah-Hwee Gwee, Bihan Wen
2021	J	`jnl`	Multiple local 3D CNNs for region-based prediction in smart cities. Inf. Sci. Yibi Chen, Xiaofeng Zou, Kenli Li, Keqin Li, XuLei Yang, Cen Chen
2021	J	`jnl`	Systematic Analysis and Removal of Circular Artifacts for StyleGAN. CoRR Way Tan, Bihan Wen, XuLei Yang
2021	B	`conf`	Systematic Analysis of Circular Artifacts for Stylegan. ICIP Way Tan, Bihan Wen, Cen Chen, Zeng Zeng, XuLei Yang
2020	J	`jnl`	A Computational Framework for Iceberg and Ship Discrimination: Case Study on Kaggle Competition. IEEE Access XuLei Yang, Jie Ding
2020	J	`jnl`	Accurate Tumor Tissue Region Detection with Accelerated Deep Convolutional Neural Networks. CoRR Gabriel Tjio, XuLei Yang, Jia Mei Hong, Sum Thai Wong, Vanessa Ding, Andre Choo, Yi Su
2020	J	`jnl`	Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks. Neurocomputing XuLei Yang, Wai Teng Tang, Gabriel Tjio, Si Yong Yeo, Yi Su
2020	Misc	`conf`	Facial Feature Embedded Cyclegan For Vis-Nir Translation. ICASSP Huijiao Wang, Haijian Zhang, Lei Yu, Li Wang, XuLei Yang
2020	J	`jnl`	ID Preserving Face Super-Resolution Generative Adversarial Networks. IEEE Access Jinning Li, Yichen Zhou, Jie Ding, Cen Chen, XuLei Yang
2020	B	`conf`	Object Tracking Via ImageNet Classification Scores. ICIP Li Wang, Ting Liu, Bing Wang, Jie Lin, XuLei Yang, Gang Wang
2020	B	`conf`	Opencc - an open Benchmark data set for Corpus Callosum Segmentation and Evaluation. ICIP XuLei Yang, Xin Zhao, Gabriel Tjio, Cen Chen, Li Wang, Bihan Wen, Yi Su
2020	J	`jnl`	Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments. CoRR Balagopal Unnikrishnan, Pranshu Ranjan Singh, XuLei Yang, Matthew Chin Heng Chua
2020	J	`jnl`	Sparsity-Inspired Optimal Topology Control of Complex Networks. IEEE Trans. Netw. Sci. Eng. Jie Ding, Changyun Wen, Guoqi Li, XuLei Yang, Tianjiang Hu
2019	J	`jnl`	A Comparison Study of Credit Card Fraud Detection: Supervised versus Unsupervised. CoRR Xuetong Niu, Li Wang, XuLei Yang
2019	—	`conf`	A Multi-channel Deep Learning Approach for Segmentation of the Left Ventricular Endocardium from Cardiac Images. EMBC XuLei Yang, Gabriel Tjio, Feng Yang, Jie Ding, Senthil Kumar, Shuang Leng, Xiaodan Zhao, Ru-San Tan, Liang Zhong, Yi Su
2019	J	`jnl`	Facial Feature Embedded CycleGAN for VIS-NIR Translation. CoRR Huijiao Wang, Li Wang, XuLei Yang, Lei Yu, Haijian Zhang
2019	B	`conf`	Learning Hierarchical Features for Visual Object Tracking With Recursive Neural Networks. ICIP Li Wang, Ting Liu, Bing Wang, Jie Lin, XuLei Yang, Gang Wang
2019	—	`conf`	ResHNet: Spectrograms Based Efficient Heart Sounds Classification Using Stacked Residual Networks. BHI Akshaya Balamurugan, Sin G. Teo, Jianxi Yang, Zhongbo Peng, XuLei Yang, Zeng Zeng
2019	—	`conf`	Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. BHI Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, XuLei Yang, Le Zhang, Zeng Zeng
2019	J	`jnl`	Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation. CoRR Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, XuLei Yang, Le Zhang, Zeng Zeng
2018	—	`conf`	Cardiac Image Segmentation Using Memory Persistence Methodology. EMBC XuLei Yang, Yi Su, Shuang Leng, Yong Yeo, Feng Yang, Ru-San Tan, Liang Zhong
2018	—	`conf`	CardioXNet: Automated Detection for Cardiomegaly Based on Deep Learning. EMBC Qiwen Que, Ze Tang, Ruoshi Wang, Zeng Zeng, Jie Wang, Matthew Chua, Sin Gee Teo, XuLei Yang, Bharadwaj Veeravalli
2018	—	`conf`	Computational Platform Based on Deep Learning for Segmenting Ventricular Endocardium in Long-axis Cardiac MR Imaging. EMBC Shuang Leng, XuLei Yang, Xiaodan Zhao, Zeng Zeng, Yi Su, Angela S. Koh, David Sim, Ju Le Tan, Ru-San Tan, Liang Zhong
2018	A*	`conf`	Deep Learning for Practical Image Recognition: Case Study on Kaggle Competitions. KDD XuLei Yang, Zeng Zeng, Sin G. Teo, Li Wang, Vijay Chandrasekhar, Steven C. H. Hoi
2018	A*	`conf`	Exploiting Spatio-Temporal Correlations with Multiple 3D Convolutional Neural Networks for Citywide Vehicle Flow Prediction. ICDM Cen Chen, Kenli Li, Sin G. Teo, Guizi Chen, Xiaofeng Zou, XuLei Yang, Ramaseshan C. Vijay, Jiashi Feng, Zeng Zeng
2018	J	`jnl`	Learning Hierarchical Features for Visual Object Tracking with Recursive Neural Networks. CoRR Li Wang, Ting Liu, Bing Wang, XuLei Yang, Gang Wang
2018	J	`jnl`	Multi-dimensional proprio-proximus machine learning for assessment of myocardial infarction. Comput. Medical Imaging Graph. Feng Yang, XuLei Yang, Soo Kng Teo, Gary Kee Khoon Lee, Liang Zhong, Ru-San Tan, Yi Su
2018	J	`jnl`	Multi-target deep neural networks: Theoretical analysis and implementation. Neurocomputing Zeng Zeng, Nanying Liang, XuLei Yang, Steven C. H. Hoi
2018	—	`conf`	Skin Lesion Analysis By Multi-Target Deep Neural Networks. EMBC XuLei Yang, Hangxing Li, Li Wang, Si Yong Yeo, Yi Su, Zeng Zeng
2017	J	`jnl`	A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification. CoRR XuLei Yang, Zeng Zeng, Si Yong Yeo, Colin Tan, Hong Liang Tey, Yi Su
2017	J	`jnl`	Automatic segmentation of left ventricle cavity from short-axis cardiac magnetic resonance images. Medical Biol. Eng. Comput. XuLei Yang, Qing Song, Yi Su
2017	J	`jnl`	Deep convolutional neural networks for automatic segmentation of left ventricle cavity from cardiac magnetic resonance images. IET Comput. Vis. XuLei Yang, Zeng Zeng, Yi Su
2016	—	`conf`	A Multi-Modal Classifier for Heart Sound Recordings. CinC XuLei Yang, Feng Yang, Like Gobeawan, Si Yong Yeo, Shuang Leng, Liang Zhong, Yi Su
2016	—	`conf`	Automatic Segmentation of Left Ventricular Myocardium by Deep Convolutional and De-convolutional Neural Networks. CinC XuLei Yang, Like Gobeawan, Si Yong Yeo, Wai Teng Tang, Zhenzhou Wu, Yi Su
2016	J	`jnl`	Cardiac image segmentation by random walks with dynamic shape constraint. IET Comput. Vis. XuLei Yang, Yi Su, Rubing Duan, Haijin Fan, Si Yong Yeo, Calvin Chi-Wan Lim, Liang Zhong, Ru-San Tan
2016	—	`conf`	Color-texture based extreme learning machines for tissue tumor classification. Digital Pathology XuLei Yang, S. Y. Yeo, S. T. Wong, G. Lee, Yi Su, Jia Mei Hong, Andre Choo, S. Chen
2016	J	`jnl`	Dynamic modeling and experimental investigations of a magnetostrictive nozzle-flapper servovalve pilot stage. J. Syst. Control. Eng. Yuchuan Zhu, XuLei Yang, Tiantian Fu
2016	—	`conf`	Statistical Left Ventricular Deformation Analysis. CinC Si Yong Yeo, XuLei Yang, Like Gobeawan, Soo Kng Teo, Liang Zhong, Ru-San Tan, Yi Su
2015	J	`jnl`	A Spatial Shape Constrained Clustering Method for Mammographic Mass Segmentation. Comput. Math. Methods Medicine Jianyong Lou, XuLei Yang, Aize Cao
2015	J	`jnl`	Development of a four-nozzle flapper servovalve driven by a giant magnetostrictive actuator. J. Syst. Control. Eng. Yuchuan Zhu, XuLei Yang, Xiaolu Wang
2015	J	`jnl`	Kernel online learning algorithm with state feedbacks. Knowl. Based Syst. Haijin Fan, Qing Song, XuLei Yang, Zhao Xu
2014	—	`conf`	Left ventricle segmentation by dynamic shape constrained random walks. EMBC XuLei Yang, Yi Su, Min Wan, Si Yong Yeo, Calvin Chi-Wan Lim, Sum Thai Wong, Liang Zhong, Ru-San Tan
2014	—	`conf`	Left ventricular regional shape dynamics analysis by three-dimensional cardiac magnetic resonance imaging associated with left ventricular function in first-time myocardial infarction patients. EMBC Min Wan, Soo Kng Teo, XuLei Yang, Jun-Mei Zhang, Xiaodan Zhao, Wong Sum Thai, Calvin Chi-Wan Lim, Liang Zhong, Ru-San Tan, Yi Su
2014	J	`jnl`	Vicinal support vector classifier using supervised kernel-based clustering. Artif. Intell. Medicine XuLei Yang, Aize Cao, Qing Song, Gerald Schaefer, Yi Su
2013	B	`conf`	Right Ventricle Segmentation by Temporal Information Constrained Gradient Vector Flow. SMC XuLei Yang, Si Yong Yeo, Yi Su, Calvin Chi-Wan Lim, Min Wan, Liang Zhong, Ru-San Tan
2011	—	`conf`	Robust Control of High Speed High Precision Linear Motion System. ICAIC (2) Chi Zhang, XuLei Yang, Yong Xiao, Guangzhou Zhao
2010	J	`jnl`	An information-theoretic fuzzy C-spherical shells clustering algorithm. Fuzzy Sets Syst. Qing Song, XuLei Yang, Yeng Chai Soh, Zhimin Wang
2009	J	`jnl`	A novel pruning approach for robust data clustering. Neural Comput. Appl. XuLei Yang, Qing Song, Yi-Lei Wu, Aize Cao
2008	J	`jnl`	A Modified Deterministic Annealing Algorithm for Robust Image Segmentation. J. Math. Imaging Vis. XuLei Yang, Qing Song, Yue Wang, Aize Cao, Yi-Lei Wu
2008	J	`jnl`	Robust information clustering incorporating spatial information for breast mass detection in digitized mammograms. Comput. Vis. Image Underst. Aize Cao, Qing Song, XuLei Yang
2007	J	`jnl`	A Weighted Support Vector Machine for Data Classification. Int. J. Pattern Recognit. Artif. Intell. XuLei Yang, Qing Song, Yue Wang
2007	J	`jnl`	A robust deterministic annealing algorithm for data clustering. Data Knowl. Eng. XuLei Yang, Qing Song, Yi-Lei Wu
2007	J	`jnl`	Robust Recurrent Neural Network Control of Biped Robot. J. Intell. Robotic Syst. Yi-Lei Wu, Qing Song, XuLei Yang
2006	J	`jnl`	A New Cluster Validity for Data Clustering. Neural Process. Lett. XuLei Yang, Aize Cao, Qing Song
2006	B	`conf`	Adaptive Spatial Information Clustering for Image Segmentation. IJCNN Zhimin Wang, Qing Song, Yeng Chai Soh, XuLei Yang, Kang Sim
2006	—	`conf`	Clustering Spherical Shells by a Mini-Max Information Algorithm. ACCV (2) XuLei Yang, Qing Song, Wenbo Zhang, Zhimin Wang
2006	—	`conf`	Image Segmentation by Deterministic Annealing Algorithm with Adaptive Spatial Constraints. ISNN (2) XuLei Yang, Aize Cao, Qing Song
2006	—	`conf`	Robust Data Clustering in Mercer Kernel-Induced Feature Space. ISNN (1) XuLei Yang, Qing Song, Meng Joo Er
2006	—	`conf`	Robust Mixture Model Clustering of DNA Binding Sites. EMBC Sheng Liu, Qing Song, Aize Cao, XuLei Yang, Yilei Wu
2005	B	`conf`	A robust deterministic annealing algorithm for data clustering. IJCNN XuLei Yang, Qing Song, Sheng Liu
2005	B	`conf`	Pre-selection of working set for SVM decomposition algorithm. IJCNN XuLei Yang, Qing Song, Sheng Liu
2005	B	`conf`	Weighted support vector machine for data classification. IJCNN XuLei Yang, Qing Song, Aizo Cao
2004	—	`conf`	Breast Mass Segmentation based on Information Theory. ICPR (3) Aize Cao, Qing Song, XuLei Yang, Lei Wang
2004	—	`conf`	Breast Mass Segmentation on Digital Mammograms by a Combined Deterministic Annealing Method. ISBI Aize Cao, Qing Song, XuLei Yang, Sheng Liu
2004	B	`conf`	Mammographic mass detection by vicinal support vector machine. IJCNN Aize Cao, Qing Song, XuLei Yang, Sheng Liu, Chengyi Guo
2004	B	`conf`	Robust c-shells based deterministic annealing clustering algorithm. FUZZ-IEEE XuLei Yang, Qing Song, Aize Cao, Sheng Liu, Chengyi Guo