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Publications
- 2025
[j165]Xixi Jiang
, Dong Zhang, Xiang Li, Kangyi Liu, Kwang-Ting Cheng, Xin Yang:
Labeled-to-unlabeled distribution alignment for partially-supervised multi-organ medical image segmentation. Medical Image Anal. 99: 103333 (2025)- [i104]Zikang Yuan, Ruiye Ming, Chengwei Zhao, Yonghao Tan, Pingcheng Dong, Hongcheng Luo, Yuzhong Jiao, Xin Yang, Kwang-Ting Cheng:
SR-LIO++: Efficient LiDAR-Inertial Odometry and Quantized Mapping with Sweep Reconstruction. CoRR abs/2503.22926 (2025) - [i101]Xixi Jiang, Chen Yang, Dong Zhang, Pingcheng Dong, Xin Yang, Kwang-Ting Cheng:
Token Merging via Spatiotemporal Information Mining for Surgical Video Understanding. CoRR abs/2509.23672 (2025) - 2024
- [j154]Xiayu Guo, Xian Lin, Xin Yang, Li Yu, Kwang-Ting Cheng, Zengqiang Yan:
UCTNet: Uncertainty-guided CNN-Transformer hybrid networks for medical image segmentation. Pattern Recognit. 152: 110491 (2024) - [j152]Yi Lin, Yanfei Liu, Hao Chen, Xin Yang, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng:
LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose Prediction. IEEE Trans. Cybern. 54(10): 5795-5805 (2024) - [j151]Junjie Shi, Li Yu, Qimin Cheng, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan:
MFTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation. IEEE J. Biomed. Health Informatics 28(1): 379-390 (2024) - [c372]Yangyang Xiang, Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan:
FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness. MICCAI (10) 2024: 373-382 - [i85]Zhaobin Sun, Nannan Wu, Junjie Shi, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan:
FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity. CoRR abs/2406.18995 (2024) - [i84]Yangyang Xiang, Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan:
FedIA: Federated Medical Image Segmentation with Heterogeneous Annotation Completeness. CoRR abs/2407.02280 (2024) - [i78]Xixi Jiang, Dong Zhang, Xiang Li, Kangyi Liu, Kwang-Ting Cheng, Xin Yang:
Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation. CoRR abs/2409.03228 (2024) - 2023
- [j145]Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng:
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images. Medical Image Anal. 86: 102794 (2023) - [j139]Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng:
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation. IEEE Trans. Medical Imaging 42(7): 1955-1968 (2023) - [j136]Yuanjie Dang, Chong Huang, Peng Chen, Ronghua Liang, Xin Yang, Kwang-Ting Cheng:
Path-Analysis-Based Reinforcement Learning Algorithm for Imitation Filming. IEEE Trans. Multim. 25: 2812-2824 (2023) - [c348]Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan:
FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification. MICCAI (2) 2023: 692-702 - [i55]Xin Yang, Yi Lin, Zhiwei Wang, Xin Li, Kwang-Ting Cheng:
Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks. CoRR abs/2308.14066 (2023) - 2022
- [j134]Chong Huang, Yuanjie Dang, Peng Chen, Xin Yang, Kwang-Ting Cheng:
One-Shot Imitation Drone Filming of Human Motion Videos. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 5335-5348 (2022) - [j133]Yuanjie Dang, Chong Huang, Peng Chen, Ronghua Liang, Xin Yang, Kwang-Ting Cheng:
Imitation Learning-Based Algorithm for Drone Cinematography System. IEEE Trans. Cogn. Dev. Syst. 14(2): 403-413 (2022) - [j130]Jeffry Wicaksana, Zengqiang Yan, Xin Yang, Yang Liu, Lixin Fan, Kwang-Ting Cheng:
Customized Federated Learning for Multi-Source Decentralized Medical Image Classification. IEEE J. Biomed. Health Informatics 26(11): 5596-5607 (2022) - [c339]Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng:
Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays. MICCAI (3) 2022: 584-593 - [i45]Jeffry Wicaksana, Zengqiang Yan, Dong Zhang, Xijie Huang, Huimin Wu, Xin Yang, Kwang-Ting Cheng:
FedMix: Mixed Supervised Federated Learning for Medical Image Segmentation. CoRR abs/2205.01840 (2022) - [i44]Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng:
Dual-Distribution Discrepancy for Anomaly Detection in Chest X-Rays. CoRR abs/2206.03935 (2022) - [i42]Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan:
FedRare: Federated Learning with Intra- and Inter-Client Contrast for Effective Rare Disease Classification. CoRR abs/2206.13803 (2022) - [i36]Dong Zhang, Yi Lin, Hao Chen, Zhuotao Tian, Xin Yang, Jinhui Tang, Kwang-Ting Cheng:
Deep Learning for Medical Image Segmentation: Tricks, Challenges and Future Directions. CoRR abs/2209.10307 (2022) - [i35]Yu Cai, Hao Chen, Xin Yang, Yu Zhou, Kwang-Ting Cheng:
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images. CoRR abs/2210.04227 (2022) - 2021
- [j127]Zengqiang Yan, Jeffry Wicaksana, Zhiwei Wang, Xin Yang, Kwang-Ting Cheng:
Variation-Aware Federated Learning With Multi-Source Decentralized Medical Image Data. IEEE J. Biomed. Health Informatics 25(7): 2615-2628 (2021) - [j126]Xin Yang, Jingyu Chen, Yuanjie Dang, Hongcheng Luo, Yuesheng Tang, Chunyuan Liao, Peng Chen, Kwang-Ting Cheng:
Fast Depth Prediction and Obstacle Avoidance on a Monocular Drone Using Probabilistic Convolutional Neural Network. IEEE Trans. Intell. Transp. Syst. 22(1): 156-167 (2021) - [c331]Junlin Xian, Zhiwei Wang, Kwang-Ting Cheng, Xin Yang:
Towards Robust Dual-View Transformation via Densifying Sparse Supervision for Mammography Lesion Matching. MICCAI (5) 2021: 355-365 - [i24]Yi Lin, Jianchao Su, Xiang Wang, Xiang Li, Jingen Liu, Kwang-Ting Cheng, Xin Yang:
Automated Pulmonary Embolism Detection from CTPA Images Using an End-to-End Convolutional Neural Network. CoRR abs/2111.05506 (2021) - 2020
- [j123]Zechun Liu, Wenhan Luo, Baoyuan Wu, Xin Yang, Wei Liu, Kwang-Ting Cheng:
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance. Int. J. Comput. Vis. 128(1): 202-219 (2020) - [j122]Zhiwei Wang, Yi Lin, Kwang-Ting (Tim) Cheng, Xin Yang:
Semi-supervised mp-MRI data synthesis with StitchLayer and auxiliary distance maximization. Medical Image Anal. 59 (2020) - [j121]Xin Yang, Yi Lin, Zhiwei Wang, Xin Li, Kwang-Ting Cheng:
Bi-Modality Medical Image Synthesis Using Semi-Supervised Sequential Generative Adversarial Networks. IEEE J. Biomed. Health Informatics 24(3): 855-865 (2020) - [j120]Zengqiang Yan, Xin Yang, Kwang-Ting Cheng:
Enabling a Single Deep Learning Model for Accurate Gland Instance Segmentation: A Shape-Aware Adversarial Learning Framework. IEEE Trans. Medical Imaging 39(6): 2176-2189 (2020) - [j119]Zhiwei Wang, Xixi Jiang, Jingen Liu, Kwang-Ting Cheng, Xin Yang:
Multi-Task Siamese Network for Retinal Artery/Vein Separation via Deep Convolution Along Vessel. IEEE Trans. Medical Imaging 39(9): 2904-2919 (2020) - [c323]Xixi Jiang, Qingqing Luo, Zhiwei Wang, Tao Mei, Yu Wen, Xin Li, Kwang-Ting Cheng, Xin Yang:
Multi-phase and Multi-level Selective Feature Fusion for Automated Pancreas Segmentation from CT Images. MICCAI (4) 2020: 460-469 - 2019
- [j118]Xin Yang, Yi Lin, Jianchao Su, Xiang Wang, Xiang Li, Jingen Lin, Kwang-Ting Cheng:
A Two-Stage Convolutional Neural Network for Pulmonary Embolism Detection From CTPA Images. IEEE Access 7: 84849-84857 (2019) - [j116]Xin Yang, Hongcheng Luo, Yuhao Wu, Yang Gao, Chunyuan Liao, Kwang-Ting Cheng:
Reactive obstacle avoidance of monocular quadrotors with online adapted depth prediction network. Neurocomputing 325: 142-158 (2019) - [j115]Zengqiang Yan, Xin Yang, Kwang-Ting Cheng:
A Three-Stage Deep Learning Model for Accurate Retinal Vessel Segmentation. IEEE J. Biomed. Health Informatics 23(4): 1427-1436 (2019) - [j114]Hongcheng Luo, Yang Gao, Yuhao Wu, Chunyuan Liao, Xin Yang, Kwang-Ting Cheng:
Real-Time Dense Monocular SLAM With Online Adapted Depth Prediction Network. IEEE Trans. Multim. 21(2): 470-483 (2019) - [j113]Xin Yang, Yang Gao, Hongcheng Luo, Chunyuan Liao, Kwang-Ting Cheng:
Bayesian DeNet: Monocular Depth Prediction and Frame-Wise Fusion With Synchronized Uncertainty. IEEE Trans. Multim. 21(11): 2701-2713 (2019) - [j112]Yuanjie Dang, Peng Chen, Ronghua Liang, Chong Huang, Yuesheng Tang, Tianwei Yu, Xin Yang, Kwang-Ting Cheng:
Real-Time Semantic Plane Reconstruction on a Monocular Drone Using Sparse Fusion. IEEE Trans. Veh. Technol. 68(8): 7383-7391 (2019) - [c320]Chong Huang, Chuan-En Lin, Zhenyu Yang, Yan Kong, Peng Chen, Xin Yang, Kwang-Ting Cheng:
Learning to Film From Professional Human Motion Videos. CVPR 2019: 4244-4253 - [c315]Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Kwang-Ting Cheng, Jian Sun:
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. ICCV 2019: 3295-3304 - [c314]Chong Huang, Zhenyu Yang, Yan Kong, Peng Chen, Xin Yang, Kwang-Ting (Tim) Cheng:
Learning to Capture a Film-Look Video with a Camera Drone. ICRA 2019: 1871-1877 - [c313]Yi Lin, Jianchao Su, Xiang Wang, Xiang Li, Jingen Liu, Kwang-Ting Cheng, Xin Yang:
Automated Pulmonary Embolism Detection from CTPA Images Using an End-to-End Convolutional Neural Network. MICCAI (4) 2019: 280-288 - [i11]Zechun Liu, Haoyuan Mu, Xiangyu Zhang, Zichao Guo, Xin Yang, Kwang-Ting (Tim) Cheng, Jian Sun:
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. CoRR abs/1903.10258 (2019) - [i7]Chong Huang, Yuanjie Dang, Peng Chen, Xin Yang, Kwang-Ting Cheng:
One-Shot Imitation Filming of Human Motion Videos. CoRR abs/1912.10609 (2019) - 2018
- [j111]Xin Yang, Jiabin Guo, Tangli Xue, Kwang-Ting (Tim) Cheng:
Robust and real-time pose tracking for augmented reality on mobile devices. Multim. Tools Appl. 77(6): 6607-6628 (2018) - [j110]Zengqiang Yan, Xin Yang, Kwang-Ting Cheng:
Joint Segment-Level and Pixel-Wise Losses for Deep Learning Based Retinal Vessel Segmentation. IEEE Trans. Biomed. Eng. 65(9): 1912-1923 (2018) - [j109]Zengqiang Yan, Xin Yang, Kwang-Ting Cheng:
A Skeletal Similarity Metric for Quality Evaluation of Retinal Vessel Segmentation. IEEE Trans. Medical Imaging 37(4): 1045-1057 (2018) - [j108]Zhiwei Wang, Chaoyue Liu, Danpeng Cheng, Liang Wang, Xin Yang, Kwang-Ting Cheng:
Automated Detection of Clinically Significant Prostate Cancer in mp-MRI Images Based on an End-to-End Deep Neural Network. IEEE Trans. Medical Imaging 37(5): 1127-1139 (2018) - [c308]Zhiwei Wang, Yi Lin, Chunyuan Liao, Kwang-Ting Cheng, Xin Yang:
StitchAD-GAN for Synthesizing Apparent Diffusion Coefficient Images of Clinically Significant Prostate Cancer. BMVC 2018: 240 - [c305]Zechun Liu, Baoyuan Wu, Wenhan Luo, Xin Yang, Wei Liu, Kwang-Ting Cheng:
Bi-Real Net: Enhancing the Performance of 1-Bit CNNs with Improved Representational Capability and Advanced Training Algorithm. ECCV (15) 2018: 747-763 - [c304]Chong Huang, Fei Gao, Jie Pan, Zhenyu Yang, Weihao Qiu, Peng Chen, Xin Yang, Shaojie Shen, Kwang-Ting (Tim) Cheng:
ACT: An Autonomous Drone Cinematography System for Action Scenes. ICRA 2018: 7039-7046 - [c303]Chong Huang, Zhenyu Yang, Yan Kong, Peng Chen, Xin Yang, Kwang-Ting (Tim) Cheng:
Through-the-Lens Drone Filming. IROS 2018: 4692-4699 - [c301]Zengqiang Yan, Xin Yang, Kwang-Ting (Tim) Cheng:
A Deep Model with Shape-Preserving Loss for Gland Instance Segmentation. MICCAI (2) 2018: 138-146 - [c300]Xin Yang, Jinyu Chen, Zhiwei Wang, Qiaozhe Zhang, Wenyu Liu, Chunyuan Liao, Kwang-Ting Cheng:
Monocular Camera Based Real-Time Dense Mapping Using Generative Adversarial Network. ACM Multimedia 2018: 896-904 - [i6]Zechun Liu, Baoyuan Wu, Wenhan Luo, Xin Yang, Wei Liu, Kwang-Ting Cheng:
Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm. CoRR abs/1808.00278 (2018) - [i5]Zechun Liu, Wenhan Luo, Baoyuan Wu, Xin Yang, Wei Liu, Kwang-Ting Cheng:
Bi-Real Net: Binarizing Deep Network Towards Real-Network Performance. CoRR abs/1811.01335 (2018) - [i4]Shichao Li, Xin Yang, K. T. Tim Cheng:
Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture. CoRR abs/1812.00647 (2018) - [i3]Zhiwei Wang, Yi Lin, Kwang-Ting Cheng, Xin Yang:
Semi-supervised mp-MRI Data Synthesis with StitchLayer and Auxiliary Distance Maximization. CoRR abs/1812.06625 (2018) - 2017
- [j106]Xin Yang, Chaoyue Liu, Zhiwei Wang, Jun Yang, Hung Le Minh, Liang Wang, Kwang-Ting (Tim) Cheng:
Co-trained convolutional neural networks for automated detection of prostate cancer in multi-parametric MRI. Medical Image Anal. 42: 212-227 (2017) - [c292]Chong Huang, Peng Chen, Xin Yang, Kwang-Ting (Tim) Cheng:
REDBEE: A visual-inertial drone system for real-time moving object detection. IROS 2017: 1725-1731 - [c290]Xin Yang, Zhiwei Wang, Chaoyue Liu, Hung Le Minh, Jingyu Chen, Kwang-Ting (Tim) Cheng, Liang Wang:
Joint Detection and Diagnosis of Prostate Cancer in Multi-parametric MRI Based on Multimodal Convolutional Neural Networks. MICCAI (3) 2017: 426-434 - [i1]Chong Huang, Peng Chen, Xin Yang, Kwang-Ting Cheng:
REDBEE: A Visual-Inertial Drone System for Real-Time Moving Object Detection. CoRR abs/1712.09162 (2017) - 2016
- [j103]Xin Yang, Hung Le Minh, Kwang-Ting (Tim) Cheng, Kyung Hyun Sung, Wenyu Liu:
Renal compartment segmentation in DCE-MRI images. Medical Image Anal. 32: 269-280 (2016) - [c282]Xin Yang, Xinggang Wang, Kwang-Ting (Tim) Cheng:
OGB: A Distinctive and Efficient Feature for Mobile Augmented Reality. MMM (1) 2016: 478-492 - [c280]Chong Huang, Xin Yang, Kwang-Ting (Tim) Cheng:
Accurate and efficient pulse measurement from facial videos on smartphones. WACV 2016: 1-8 - 2015
- [c270]Xin Yang, Xun Si, Tangli Xue, Kwang-Ting (Tim) Cheng:
Fusion of Vision and Inertial Sensing for Accurate and Efficient Pose Tracking on Smartphones. ISMAR 2015: 68-71 - [c267]Xin Yang, Hung Le Minh, Kwang-Ting (Tim) Cheng, Kyung Hyun Sung, Wenyu Liu:
Automatic Segmentation of Renal Compartments in DCE-MRI Images. MICCAI (1) 2015: 3-11 - [c266]Xin Yang, Xun Si, Tangli Xue, Liheng Zhang, Kwang-Ting (Tim) Cheng:
Vision-Inertial Hybrid Tracking for Robust and Efficient Augmented Reality on Smartphones. ACM Multimedia 2015: 1039-1042 - [p3]Xin Yang, K. T. Tim Cheng:
Mobile Image Search: Challenges and Methods. Mobile Cloud Visual Media Computing 2015: 243-262 - 2014
- [j99]Xin Yang, Kwang-Ting (Tim) Cheng:
Local Difference Binary for Ultrafast and Distinctive Feature Description. IEEE Trans. Pattern Anal. Mach. Intell. 36(1): 188-194 (2014) - [j98]Xin Yang, Kwang-Ting Cheng:
Learning Optimized Local Difference Binaries for Scalable Augmented Reality on Mobile Devices. IEEE Trans. Vis. Comput. Graph. 20(6): 852-865 (2014) - [c261]Xin Yang, Kwang-Ting (Tim) Cheng, Aichi Chien:
Accurate Vessel Segmentation with Progressive Contrast Enhancement and Canny Refinement. ACCV (3) 2014: 1-16 - [c257]Xin Yang, Kwang-Ting (Tim) Cheng, Aichi Chien:
Geodesic Active Contours with Adaptive Configuration for Cerebral Vessel and Aneurysm Segmentation. ICPR 2014: 3209-3214 - [c255]Xin Yang, Chong Huang, Kwang-Ting (Tim) Cheng:
libLDB: a library for extracting ultrafast and distinctive binary feature description. ACM Multimedia 2014: 671-674 - 2012
- [c245]Xin Yang, Kwang-Ting Cheng:
LDB: An ultra-fast feature for scalable Augmented Reality on mobile devices. ISMAR 2012: 49-57 - [c242]Xin Yang, Kwang-Ting (Tim) Cheng:
Accelerating SURF detector on mobile devices. ACM Multimedia 2012: 569-578 - 2011
- [c232]Xin Yang, Qiong Liu, Chunyuan Liao, Kwang-Ting Cheng, Andreas Girgensohn:
Large-scale EMM identification based on geometry-constrained visual word correspondence voting. ICMR 2011: 35 - [c231]Xin Yang, Chunyuan Liao, Qiong Liu, Kwang-Ting Cheng:
Minimum correspondence sets for improving large-scale augmented paper. VRCAI 2011: 59-68 - 2010
- [c230]Xin Yang, Sydney Pang, K. T. Tim Cheng:
Mobile image search with multimodal context-aware queries. CVPR Workshops 2010: 25-32 - 2009
- [c207]Xin Yang, Qiang Zhu, Kwang-Ting Cheng:
Near-duplicate detection for images and videos. LS-MMRM@ACM Multimedia 2009: 73-80 - [c205]Xin Yang, Qiang Zhu, Kwang-Ting Cheng:
MyFinder: near-duplicate detection for large image collections. ACM Multimedia 2009: 1013-1014
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