Xiangrui Zeng

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 72

Top Topics

Image Alignment

Electron Microscopy

Domain Adaptation

Top Venues

Publications

Zhuo Wang, Alp Sahin, Xiangrui Zeng
Efficient Data Collection for Connected Vehicles With Embedded Feedback-Based Dynamic Feature Selection. IEEE Trans. Intell. Veh. 9 (1) (2024)
Xiangrui Zeng, Cheng Yin, Zhouping Yin
Does Optimal Control Always Benefit from Better Prediction? An Analysis Framework for Predictive Optimal Control. CoRR (2024)
Yunfei Zhou, Xiangrui Zeng
Towards comprehensive understanding of pedestrians for autonomous driving: Efficient multi-task-learning-based pedestrian detection, tracking and attribute recognition. Robotics Auton. Syst. 171 (2024)
Yiqun Li, Zong Chen, Tao Wang, Xiangrui Zeng, Zhouping Yin
Apollo: Adaptive Polar Lattice-Based Local Obstacle Avoidance and Motion Planning for Automated Vehicles. Sensors 23 (4) (2023)
Hmrishav Bandyopadhyay, Zihao Deng, Leiting Ding, Sinuo Liu, Mostofa Rafid Uddin, Xiangrui Zeng, Sima Behpour, Min Xu
Cryo-shift: reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization. Bioinform. 38 (4) (2022)
Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu
Boosting Active Learning via Improving Test Performance. AAAI (2022)
Tianyang Wang, Bo Li, Jing Zhang, Xiangrui Zeng, Mostofa Rafid Uddin, Wei Wu, Min Xu
Deep Active Learning for Cryo-Electron Tomography Classification. ICIP (2022)
Haoyi Zhu, Chuting Wang, Yuanxin Wang, Zhaoxin Fan, Mostofa Rafid Uddin, Xin Gao, Jing Zhang, Xiangrui Zeng, Min Xu
Unsupervised Multi-Task Learning for 3D Subtomogram Image Alignment, Clustering and Segmentation. ICIP (2022)
Ilja Gubins, Marten L. Chaillet, Gijs van der Schot, M. Cristina Trueba, Remco C. Veltkamp, Friedrich Förster, Xiao Wang, Daisuke Kihara, Emmanuel Moebel, Nguyen P. Nguyen, Tommi A. White, Filiz Bunyak, Giorgos Papoulias, Stavros Gerolymatos, Evangelia I. Zacharaki, Konstantinos Moustakas, Xiangrui Zeng, Sinuo Liu, Min Xu, Yaoyu Wang, Cheng Chen, Xuefeng Cui, Fa Zhang
SHREC 2021: Classification in cryo-electron tomograms. CoRR (2022)
Mostofa Rafid Uddin, Gregory Howe, Xiangrui Zeng, Min Xu
Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content from Parameterized Transformations. CVPR (2022)
Xiangrui Zeng, Ziqian Lin, Mostofa Rafid Uddin, Bo Zhou, Chao Cheng, Jing Zhang, Zachary Freyberg, Min Xu
Structure Detection in Three-Dimensional Cellular Cryoelectron Tomograms by Reconstructing Two-Dimensional Annotated Tilt Series. J. Comput. Biol. 29 (8) (2022)
Shan Gao, Renmin Han, Xiangrui Zeng, Zhiyong Liu, Min Xu, Fa Zhang
Macromolecules Structural Classification With a 3D Dilated Dense Network in Cryo-Electron Tomography. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric Po Xing, Min Xu
Active Learning to Classify Macromolecular Structures in situ for Less Supervision in Cryo-Electron Tomography. CoRR (2021)
Alp Sahin, Xiangrui Zeng
Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition. ACC (2021)
Yuchen Zeng, Gregory Howe, Kai Yi, Xiangrui Zeng, Jing Zhang, Yi-Wei Chang, Min Xu
Unsupervised Domain Alignment Based Open Set Structural Recognition of Macromolecules Captured By Cryo-Electron Tomography. ICIP (2021)
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu
Few shot domain adaptation for in situ macromolecule structural classification in cryoelectron tomograms. Bioinform. 37 (2) (2021)
Ran Jing, Xiangrui Zeng
Predictive Optimal Control with Data-Based Disturbance Scenario Tree Approximation. ACC (2021)
Ran Jing, Xiangrui Zeng
Predictive Optimal Control with Data-Based Disturbance Scenario Tree Approximation. CoRR (2021)
Ilja Gubins, Marten L. Chaillet, Gijs van der Schot, M. Cristina Trueba, Remco C. Veltkamp, Friedrich Förster, Xiao Wang, Daisuke Kihara, Emmanuel Moebel, Nguyen P. Nguyen, Tommi A. White, Filiz Bunyak, Giorgos Papoulias, Stavros Gerolymatos, Evangelia I. Zacharaki, Konstantinos Moustakas, Xiangrui Zeng, Sinuo Liu, Min Xu, Yaoyu Wang, Cheng Chen, Xuefeng Cui, Fa Zhang
SHREC 2021: Classification in Cryo-electron Tomograms. 3DOR (2021)
Xuefeng Du, Haohan Wang, Zhenxi Zhu, Xiangrui Zeng, Yi-Wei Chang, Jing Zhang, Eric P. Xing, Min Xu
Active learning to classify macromolecular structures in situ for less supervision in cryo-electron tomography. Bioinform. 37 (16) (2021)
Kai Yi, Jianye Pang, Yungeng Zhang, Xiangrui Zeng, Min Xu
Disentangling semantic features of macromolecules in Cryo-Electron Tomography. CoRR (2021)
Hmrishav Bandyopadhyay, Zihao Deng, Leiting Ding, Sinuo Liu, Mostofa Rafid Uddin, Xiangrui Zeng, Sima Behpour, Min Xu
Cryo-shift: Reducing domain shift in cryo-electron subtomograms with unsupervised domain adaptation and randomization. CoRR (2021)
Xiangrui Zeng, Junmin Wang
Worst-case relative cost optimal control for dynamic systems with finite admissible disturbance sequence sets. Int. J. Control 94 (8) (2021)
Xiangrui Zeng, Gregory Howe, Min Xu
End-to-end robust joint unsupervised image alignment and clustering. ICCV (2021)
Mostofa Rafid Uddin, Ajmain Yasar Ahmed, Kafi Khan, Md Shahrar Fatemi, Xiangrui Zeng, Min Xu
Practical Analysis of Macromolecule Identity from Cryo-electron Tomography Images using Deep Learning. AIPR (2021)
Tianyang Wang, Xingjian Li, Pengkun Yang, Guosheng Hu, Xiangrui Zeng, Siyu Huang, Cheng-Zhong Xu, Min Xu
Boosting Active Learning via Improving Test Performance. CoRR (2021)
Xiaoyu Zhu, Jeffrey Chen, Xiangrui Zeng, Junwei Liang, Chengqi Li, Sinuo Liu, Sima Behpour, Min Xu
Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations. ICCV (2021)
Shan Gao, Renmin Han, Xiangrui Zeng, Xuefeng Cui, Zhiyong Liu, Min Xu, Fa Zhang
Dilated-DenseNet for Macromolecule Classification in Cryo-electron Tomography. ISBRA (2020)
Ran Li, Liangyong Yu, Bo Zhou, Xiangrui Zeng, Zhenyu Wang, Xiaoyan Yang, Jing Zhang, Xin Gao, Rui Jiang, Min Xu
Few-shot learning for classification of novel macromolecular structures in cryo-electron tomograms. PLoS Comput. Biol. 16 (11) (2020)
Yuan Zeng, Yi Gong, Xiangrui Zeng
Controllable digital restoration of ancient paintings using convolutional neural network and nearest neighbor. Pattern Recognit. Lett. 133 (2020)
Yongchun Lü, Xiangrui Zeng, Xinhui Tian, Xiao Shi, Hui Wang, Xiaohui Zheng, Xiaodong Liu, Xiaofang Zhao, Xin Gao, Min Xu
Spark-based parallel calculation of 3D fourier shell correlation for macromolecule structure local resolution estimation. BMC Bioinform. (13) (2020)
Sinuo Liu, Yan Ma, Xiaojuan Ban, Xiangrui Zeng, Mohan Vamsi Nallapareddy, Ajinkya Chaudhari, Min Xu
Efficient Cryo-Electron Tomogram Simulation of Macromolecular Crowding with Application to SARS-CoV-2. BIBM (2020)
Ilja Gubins, Marten L. Chaillet, Gijs van der Schot, Remco C. Veltkamp, Friedrich Förster, Yu Hao, Xiaohua Wan, Xuefeng Cui, Fa Zhang, Emmanuel Moebel, Xiao Wang, Daisuke Kihara, Xiangrui Zeng, Min Xu, Nguyen P. Nguyen, Tommi A. White, Filiz Bunyak
SHREC 2020: Classification in cryo-electron tomograms. Comput. Graph. 91 (2020)
Alp Sahin, Xiangrui Zeng
Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition. CoRR (2020)
Jie Shi, Xiangrui Zeng, Rui Jiang, Tao Jiang, Min Xu
A simulated annealing approach for resolution guided homogeneous cryo-electron microscopy image selection. Quant. Biol. 8 (1) (2020)
Liangyong Yu, Ran Li, Xiangrui Zeng, Hongyi Wang, Jie Jin, Ge Yang, Rui Jiang, Min Xu
Few shot domain adaptation for in situ macromolecule structural classification in cryo-electron tomograms. CoRR (2020)
Xiangrui Zeng, Min Xu
Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging. CVPR (2020)
Sinuo Liu, Xiaojuan Ban, Xiangrui Zeng, Fengnian Zhao, Yuan Gao, Wenjie Wu, Hongpan Zhang, Feiyang Chen, Thomas Hall, Xin Gao, Min Xu
A unified framework for packing deformable and non-deformable subcellular structures in crowded cryo-electron tomogram simulation. BMC Bioinform. 21 (1) (2020)
Feiyang Chen, Ying Jiang, Xiangrui Zeng, Jing Zhang, Xin Gao, Min Xu
PUB-SalNet: A Pre-Trained Unsupervised Self-Aware Backpropagation Network for Biomedical Salient Segmentation. Algorithms 13 (5) (2020)
Xiangrui Zeng, Min Xu
AITom: Open-source AI platform for cryo-electron Tomography data analysis. CoRR (2019)
Xindi Wu, Yijun Mao, Haohan Wang, Xiangrui Zeng, Xin Gao, Eric P. Xing, Min Xu
Regularized Adversarial Training (RAT) for Robust Cellular Electron Cryo Tomograms Classification. BIBM (2019)
Ran Li, Xiangrui Zeng, Stephanie E. Sigmund, Ruogu Lin, Bo Zhou, Chang Liu, Kaiwen Wang, Rui Jiang, Zachary Freyberg, Hairong Lv, Min Xu
Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN. BMC Bioinform. (3) (2019)
Ziqian Luo, Xiangrui Zeng, Zhipeng Bao, Min Xu
Deep Learning-Based Strategy For Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography. IJCNN (2019)
Chengqian Che, Zhou Xian, Xiangrui Zeng, Xin Gao, Min Xu
Domain Randomization for Macromolecule Structure Classification and Segmentation in Electron Cyro-tomograms. BIBM (2019)
Ruogu Lin, Xiangrui Zeng, Kris Kitani, Min Xu
Adversarial domain adaptation for cross data source macromolecule in situ structural classification in cellular electron cryo-tomograms. Bioinform. 35 (14) (2019)
Yongchun Lü, Xiangrui Zeng, Xiaofang Zhao, Shirui Li, Hua Li, Xin Gao, Min Xu
Fine-grained alignment of cryo-electron subtomograms based on MPI parallel optimization. BMC Bioinform. 20 (1) (2019)
Xuefeng Du, Xiangrui Zeng, Bo Zhou, Alex Singh, Min Xu
Open-set Recognition of Unseen Macromolecules in Cellular Electron Cryo-Tomograms by Soft Large Margin Centralized Cosine Loss. BMVC (2019)
Xiangrui Zeng, Hongyu Zheng
CS Sparse K-means: An Algorithm for Cluster-Specific Feature Selection in High-Dimensional Clustering. CoRR (2019)
Ziqian Luo, Xiangrui Zeng, Zhipeng Bao, Min Xu
Deep Learning-Based Strategy for Macromolecules Classification with Imbalanced Data from Cellular Electron Cryotomography. CoRR (2019)
Ilja Gubins, Gijs van der Schot, Remco C. Veltkamp, Friedrich Förster, Xuefeng Du, Xiangrui Zeng, Zhenxi Zhu, Lufan Chang, Min Xu, Emmanuel Moebel, Antonio Martínez-Sánchez, Charles Kervrann, Tuan Manh Lai, Xusi Han, Genki Terashi, Daisuke Kihara, Benjamin A. Himes, Xiaohua Wan, Jingrong Zhang, Shan Gao, Yu Hao, Zhilong Lv, Xiaohua Wan, Zhidong Yang, Zijun Ding, Xuefeng Cui, Fa Zhang
Classification in Cryo-Electron Tomograms. 3DOR@Eurographics (2019)
Siyuan Liu, Xuefeng Du, Rong Xi, Fuya Xu, Xiangrui Zeng, Bo Zhou, Min Xu
Semi-supervised Macromolecule Structural Classification in Cellular Electron Cryo-Tomograms using 3D Autoencoding Classifier. BMVC (2019)
Tianzhou Ma, Zhiguang Huo, Anche Kuo, Li Zhu, Zhou Fang, Xiangrui Zeng, Chien-Wei Lin, Silvia Liu, Lin Wang, Peng Liu, Tanbin Rahman, Lun-Ching Chang, Sunghwan Kim, Jia Li, Yongseok Park, Chi Song, Steffi Oesterreich, Etienne Sibille, George C. Tseng
MetaOmics: analysis pipeline and browser-based software suite for transcriptomic meta-analysis. Bioinform. 35 (9) (2019)
Xiangrui Zeng, Junmin Wang
Optimizing the Energy Management Strategy for Plug-In Hybrid Electric Vehicles With Multiple Frequent Routes. IEEE Trans. Control. Syst. Technol. 27 (1) (2019)
Renmin Han, Zhipeng Bao, Xiangrui Zeng, Tongxin Niu, Fa Zhang, Min Xu, Xin Gao
A joint method for marker-free alignment of tilt series in electron tomography. Bioinform. 35 (14) (2019)
Xiangrui Zeng, Amit Mohanty
A Universal Map Matching Framework Based on Dynamic System and Optimal Control. ACC (2019)
Bo Zhou, Qiang Guo, Xiangrui Zeng, Min Xu
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. CoRR (2018)
Kaiwen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu
Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. CoRR (2018)
Yixiu Zhao, Xiangrui Zeng, Qiang Guo, Min Xu
An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification. CoRR (2018)
Kaiwen Wang, Xiangrui Zeng, Xiaodan Liang, Zhiguang Huo, Eric P. Xing, Min Xu
Image-derived generative modeling of pseudo-macromolecular structures - towards the statistical assessment of Electron CryoTomography template matching. BMVC (2018)
JiaLiang Guo, Bo Zhou, Xiangrui Zeng, Zachary Freyberg, Min Xu
Model Compression for Faster Structural Separation of Macromolecules Captured by Cellular Electron Cryo-Tomography. ICIAR (2018)
Chang Liu, Xiangrui Zeng, Kaiwen Wang, Qiang Guo, Min Xu
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography. CoRR (2018)
Chang Liu, Xiangrui Zeng, Kaiwen Wang, Qiang Guo, Min Xu
Multi-task Learning for Macromolecule Classification, Segmentation and Coarse Structural Recovery in Cryo-Tomography. BMVC (2018)
Bo Zhou, Qiang Guo, Kaiwen Wang, Xiangrui Zeng, Xin Gao, Min Xu
Feature Decomposition Based Saliency Detection in Electron Cryo-Tomograms. BIBM (2018)
Chengqian Che, Ruogu Lin, Xiangrui Zeng, Karim Elmaaroufi, John M. Galeotti, Min Xu
Improved deep learning-based macromolecules structure classification from electron cryo-tomograms. Mach. Vis. Appl. 29 (8) (2018)
JiaLiang Guo, Bo Zhou, Xiangrui Zeng, Zachary Freyberg, Min Xu
Model compression for faster structural separation of macromolecules captured by Cellular Electron Cryo-Tomography. CoRR (2018)
Chang Liu, Xiangrui Zeng, Ruogu Lin, Xiaodan Liang, Zachary Freyberg, Eric P. Xing, Min Xu
Deep learning based supervised semantic segmentation of Electron Cryo-Subtomograms. CoRR (2018)
Chang Liu, Xiangrui Zeng, Ruogu Lin, Xiaodan Liang, Zachary Freyberg, Eric P. Xing, Min Xu
Deep Learning Based Supervised Semantic Segmentation of Electron Cryo-Subtomograms. ICIP (2018)
Yixiu Zhao, Xiangrui Zeng, Qiang Guo, Min Xu
An integration of fast alignment and maximum-likelihood methods for electron subtomogram averaging and classification. Bioinform. 34 (13) (2018)
Xiangrui Zeng, Miguel Ricardo Leung, Tzviya Zeev-Ben-Mordehai, Min Xu
A convolutional autoencoder approach for mining features in cellular electron cryo-tomograms and weakly supervised coarse segmentation. CoRR (2017)
Xiangrui Zeng, Junmin Wang
A Stochastic Driver Pedal Behavior Model Incorporating Road Information. IEEE Trans. Hum. Mach. Syst. 47 (5) (2017)
Xiangrui Zeng, Junmin Wang
Real-time-implementable relative cost min-max optimal control via a dynamic-programming-like method. ACC (2016)
Xiangrui Zeng, Junmin Wang
A novel diver pedal behavior model framework incorporating vehicle and road environment information. ACC (2016)
Xiangrui Zeng, Junmin Wang
A Parallel Hybrid Electric Vehicle Energy Management Strategy Using Stochastic Model Predictive Control With Road Grade Preview. IEEE Trans. Control. Syst. Technol. 23 (6) (2015)
Xiangrui Zeng, Junmin Wang
Stochastic optimal control for hybrid electric vehicles running on fixed routes. ACC (2015)
Xiangrui Zeng, Junmin Wang
Control of dual-loop EGR engine air-path systems with adjustable intake manifold condition priorities. ACC (2014)