Spike-based Learning Rules and Stabilization of Persistent Neural Activity. - Xiaohui Xie; H. Sebastian Seung (NIPS, 1999)

Learning Winner-take-all Competition Between Groups of Neurons in Lateral Inhibitory Networks. - Xiaohui Xie; Richard H. R. Hahnloser; H. Sebastian Seung (NIPS, 2000)

A theory of neural integration in the head-direction system. - Richard H. R. Hahnloser; Xiaohui Xie; H. Sebastian Seung (NIPS, 2001)

Generating velocity tuning by asymmetric recurrent connections. - Xiaohui Xie; Martin A. Giese (NIPS, 2001)

Exact solution of the nonlinear dynamics of recurrent neural mechanisms for direction selectivity. - Martin A. Giese; Xiaohui Xie (Neurocomputing, 2002)

Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition. - Xiaohui Xie; Richard H. R. Hahnloser; H. Sebastian Seung (Neural Comput., 2002)

Equivalence of Backpropagation and Contrastive Hebbian Learning in a Layered Network. - Xiaohui Xie; H. Sebastian Seung (Neural Comput., 2003)

A Robust Fingerprint Minutiae Matching Algorithm Based on the Support Model. - Xiaohui Xie; Fei Su; Anni Cai; Jingao Sun (ICBA, 2004)

Learning Curves for Stochastic Gradient Descent in Linear Feedforward Networks. - Justin Werfel; Xiaohui Xie; H. Sebastian Seung (Neural Comput., 2005)

Ridge-Based Fingerprint Recognition. - Xiaohui Xie; Fei Su; Anni Cai (ICB, 2006)

A Shape Detection Method Based on the Radial Symmetry Nature and Direction-Discriminated Voting. - Gang Wu; Weijie Liu; Xiaohui Xie; Qiang Wei (ICIP (6), 2007)

Human genomes as email attachments. - Scott Christley; Yiming Lu; Chen Li 001; Xiaohui Xie (Bioinform., 2009)

Identifying novel constrained elements by exploiting biased substitution patterns. - Manuel Garber; Mitchell Guttman; Michele E. Clamp; Michael C. Zody; Nir Friedman; Xiaohui Xie (Bioinform., 2009)

MotifMap: a human genome-wide map of candidate regulatory motif sites. - Xiaohui Xie; Paul Rigor; Pierre Baldi (Bioinform., 2009)

Design and simulation of a nano-scale micro positioning stage. - Xiaohui Xie; Ruxu Du; Qiang Sun (Int. J. Model. Identif. Control., 2009)

Design and kinematics simulation of a high-speed sewing machine. - Xiaohui Xie; Qiang Sun; Ruxu Du (Int. J. Model. Identif. Control., 2009)

Interactive and fuzzy search: a dynamic way to explore MEDLINE. - Jiannan Wang 001; Inci Cetindil; Shengyue Ji; Chen Li 001; Xiaohui Xie; Guoliang Li 001; Jianhua Feng (Bioinform., 2010)

Data structures and compression algorithms for high-throughput sequencing technologies. - Kenny Daily; Paul Rigor; Scott Christley; Xiaohui Xie; Pierre Baldi (BMC Bioinform., 2010)

Parameter inference for discretely observed stochastic kinetic models using stochastic gradient descent. - Yuanfeng Wang; Scott Christley; Eric Mjolsness; Xiaohui Xie (BMC Syst. Biol., 2010)

Variable Selection and Dimension Reduction via Sparse Gradients - Gui-Bo Ye; Xiaohui Xie (CoRR, 2010)

Split Bregman Method for Sparse Inverse Covariance Estimation with Matrix Iteration Acceleration - Gui-Bo Ye; Jian-Feng Cai 001; Xiaohui Xie (CoRR, 2010)

Identifying gene regulatory networks in schizophrenia. - Steven G. Potkin; Fabio Macciardi; Guia Guffanti; James H. Fallon; Qi Wang; Jessica A. Turner; Anita Lakatos; Michael F. Miles; Arthur Lander; Marquis P. Vawter; Xiaohui Xie (NeuroImage, 2010)

Instant video summarization during shooting with mobile phone. - Xiao Zeng; Xiaohui Xie; Kongqiao Wang (ICMR, 2011)

MotifMap: integrative genome-wide maps of regulatory motif sites for model species. - Kenneth Daily; Vishal R. Patel; Paul Rigor; Xiaohui Xie; Pierre Baldi (BMC Bioinform., 2011)

SNP-based pathway enrichment analysis for genome-wide association studies. - Lingjie Weng; Fabio Macciardi; Aravind Subramanian; Guia Guffanti; Steven G. Potkin; Zhaoxia Yu; Xiaohui Xie (BMC Bioinform., 2011)

Efficient Latent Variable Graphical Model Selection via Split Bregman Method - Gui-Bo Ye; Yuanfeng Wang; Yifei Chen; Xiaohui Xie (CoRR, 2011)

Split Bregman method for large scale fused Lasso. - Gui-Bo Ye; Xiaohui Xie (Comput. Stat. Data Anal., 2011)

AREM: Aligning Short Reads from ChIP-Sequencing by Expectation Maximization. - Daniel Newkirk; Jacob Biesinger; Alvin Chon; Kyoko Yokomori; Xiaohui Xie (J. Comput. Biol., 2011)

Efficient variable selection in support vector machines via the alternating direction method of multipliers. - Gui-Bo Ye; Yifei Chen; Xiaohui Xie (AISTATS, 2011)

Learning sparse gradients for variable selection and dimension reduction. - Gui-Bo Ye; Xiaohui Xie (Mach. Learn., 2012)

Efficient direct search on compressed genomic data. - Xiaochun Yang 001; Bin Wang 015; Chen Li 001; Jiaying Wang; Xiaohui Xie (ICDE, 2013)

Multi-modal image registration based on diffeomorphic demons algorithm. - Chao Tang; Xiaohui Xie; Ruxu Du (ICDIP, 2013)

Discovering and mapping chromatin states using a tree hidden Markov model. - Jacob Biesinger; Yuanfeng Wang; Xiaohui Xie (BMC Bioinform., 2013)

A mixture model for expression deconvolution from RNA-seq in heterogeneous tissues. - Yi Li 021; Xiaohui Xie (BMC Bioinform., 2013)

A Gradient Boosting Algorithm for Survival Analysis via Direct Optimization of Concordance Index. - Yifei Chen; Zhenyu Jia; Dan Mercola; Xiaohui Xie (Comput. Math. Methods Medicine, 2013)

EXTREME: an online EM algorithm for motif discovery. - Daniel Quang; Xiaohui Xie (Bioinform., 2014)

Improving read mapping using additional prefix grams. - Jongik Kim; Chen Li 001; Xiaohui Xie (BMC Bioinform., 2014)

Inference of the Xenopus tropicalis embryonic regulatory network and spatial gene expression patterns. - Zhenzhen Zheng; Scott Christley; William T. Chiu; Ira L. Blitz; Xiaohui Xie; Ken W. Y. Cho; Qing Nie (BMC Syst. Biol., 2014)

R-PMD: robust passive motion detection using PHY information with MIMO. - Hai Zhu 004; Fu Xiao 001; Lijuan Sun; Xiaohui Xie; Panlong Yang; Ruchuan Wang 001 (IPCCC, 2015)

Invisible Cloak Fails: CSI-based Passive Human Detection. - Fu Xiao 001; Xiaohui Xie; Hai Zhu 004; Lijuan Sun; Ruchuan Wang 001 (CSAR@SenSys, 2015)

Deconvolving tumor purity and ploidy by integrating copy number alterations and loss of heterozygosity. - Yi Li 021; Xiaohui Xie (Bioinform., 2015)

DANN: a deep learning approach for annotating the pathogenicity of genetic variants. - Daniel Quang; Yifei Chen; Xiaohui Xie (Bioinform., 2015)

MixClone: a mixture model for inferring tumor subclonal populations. - Yi Li 021; Xiaohui Xie (BMC Genom., 2015)

Handwritten Hangul recognition using deep convolutional neural networks. - In-Jung Kim 001; Xiaohui Xie (Int. J. Document Anal. Recognit., 2015)

Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks. - Wentao Zhu 001; Cuiling Lan; Junliang Xing; Wenjun Zeng 001; Yanghao Li; Li Shen 005; Xiaohui Xie (AAAI, 2016)

Hobbes3: Dynamic generation of variable-length signatures for efficient approximate subsequence mappings. - Jongik Kim; Chen Li 001; Xiaohui Xie (ICDE, 2016)

TA3C: Teaching-Oriented Adaptive Wi-Fi Authorized Access Control Based on CSI. - Fu Xiao 001; Jing Chen; Xiaohui Xie; Lijuan Sun; Ruchuan Wang 001 (MSN, 2016)

Gene expression inference with deep learning. - Yifei Chen; Yi Li 021; Rajiv Narayan; Aravind Subramanian; Xiaohui Xie (Bioinform., 2016)

Adversarial Deep Structural Networks for Mammographic Mass Segmentation. - Wentao Zhu 001; Xiaohui Xie (CoRR, 2016)

Utility-aware data transmission scheme for delay tolerant networks. - Fu Xiao 001; Xiaohui Xie; Zhifei Jiang; Lijuan Sun; Ruchuan Wang 001 (Peer-to-Peer Netw. Appl., 2016)

Understanding Sequence Conservation With Deep Learning. - Yi Li 021; Daniel Quang; Xiaohui Xie (BCB, 2017)

A Study of User Image Search Behavior Based on Log Analysis. - Zhijing Wu 001; Xiaohui Xie; Yiqun Liu 001; Min Zhang 006; Shaoping Ma (CCIR, 2017)

AmpN: Real-time LOS/NLOS identification with WiFi. - Fu Xiao 001; Zhengxin Guo; Hai Zhu 004; Xiaohui Xie; Ruchuan Wang 001 (ICC, 2017)

Robust passive static human detection with commodity WiFi devices. - Hai Zhu 004; Fu Xiao 001; Lijuan Sun; Xiaohui Xie; Ruchuan Wang 001 (IPCCC, 2017)

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification. - Wentao Zhu 001; Qi Lou; Yeeleng Scott Vang; Xiaohui Xie (MICCAI (3), 2017)

Investigating Examination Behavior of Image Search Users. - Xiaohui Xie; Yiqun Liu 001; Xiaochuan Wang; Meng Wang 001; Zhijing Wu 001; Yingying Wu; Min Zhang 006; Shaoping Ma (SIGIR, 2017)

HLA class I binding prediction via convolutional neural networks. - Yeeleng Scott Vang; Xiaohui Xie (Bioinform., 2017)

DeepLung: 3D Deep Convolutional Nets for Automated Pulmonary Nodule Detection and Classification. - Wentao Zhu 001; Chaochun Liu; Wei Fan 001; Xiaohui Xie (CoRR, 2017)

An energy-efficient data transmission protocol for mobile crowd sensing. - Fu Xiao 001; Zhifei Jiang; Xiaohui Xie; Lijuan Sun; Ruchuan Wang 001 (Peer-to-Peer Netw. Appl., 2017)

Time-Aware Click Model. - Yiqun Liu 001; Xiaohui Xie; Chao Wang 049; Jian-Yun Nie; Min Zhang 006; Shaoping Ma (ACM Trans. Inf. Syst., 2017)

Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification. - Yeeleng Scott Vang; Zhen Chen 014; Xiaohui Xie (ICIAR, 2018)

Automated pulmonary nodule detection using 3D deep convolutional neural networks. - Hao Tang 010; Daniel R. Kim; Xiaohui Xie (ISBI, 2018)

Adversarial deep structured nets for mass segmentation from mammograms. - Wentao Zhu 001; Xiang Xiang 001; Trac D. Tran; Gregory D. Hager; Xiaohui Xie (ISBI, 2018)

DeepEM: Deep 3D ConvNets with EM for Weakly Supervised Pulmonary Nodule Detection. - Wentao Zhu 001; Yeeleng Scott Vang; Yufang Huang; Xiaohui Xie (MICCAI (2), 2018)

Constructing an Interaction Behavior Model for Web Image Search. - Xiaohui Xie; Jiaxin Mao; Maarten de Rijke; Ruizhe Zhang 005; Min Zhang 006; Shaoping Ma (SIGIR, 2018)

Structured Triplet Learning with POS-Tag Guided Attention for Visual Question Answering. - Zhe Wang 013; Xiaoyi Liu; Limin Wang 002; Yu Qiao 001; Xiaohui Xie; Charless C. Fowlkes (WACV, 2018)

DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification. - Wentao Zhu 001; Chaochun Liu; Wei Fan 001; Xiaohui Xie (WACV, 2018)

Why People Search for Images using Web Search Engines. - Xiaohui Xie; Yiqun Liu 001; Maarten de Rijke; Jiyin He; Min Zhang 006; Shaoping Ma (WSDM, 2018)

Indoor Anti-Collision Alarm System Based on Wearable Internet of Things for Smart Healthcare. - Fu Xiao 001; Qianwen Miao; Xiaohui Xie; Lijuan Sun; Ruchuan Wang 001 (IEEE Commun. Mag., 2018)

SHMO: A seniors health monitoring system based on energy-free sensing. - Fu Xiao 001; Qianwen Miao; Xiaohui Xie; Lijuan Sun; Ruchuan Wang 001 (Comput. Networks, 2018)

Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering. - Zhe Wang 013; Xiaoyi Liu; Liangjian Chen; Limin Wang 002; Yu Qiao 001; Xiaohui Xie; Charless C. Fowlkes (CoRR, 2018)

Content-based Video Relevance Prediction Challenge: Data, Protocol, and Baseline. - Mengyi Liu; Xiaohui Xie; Hanning Zhou (CoRR, 2018)

AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation. - Wentao Zhu 001; Yufang Huang; Hui Tang; Zhen Qian; Nan Du 001; Wei Fan 001; Xiaohui Xie (CoRR, 2018)

Generating Realistic Training Images Based on Tonality-Alignment Generative Adversarial Networks for Hand Pose Estimation. - Liangjian Chen; Shih-Yao Lin 001; Yusheng Xie; Hui Tang; Yufan Xue; Xiaohui Xie; Yen-Yu Lin; Wei Fan 001 (CoRR, 2018)

Artificial Intelligence Empowered Mobile Sensing for Human Flow Detection. - Fu Xiao 001; Zhengxin Guo; Yingying Ni; Xiaohui Xie; Sabita Maharjan; Yan Zhang 002 (IEEE Netw., 2018)

Wireless Network Optimization via Physical Layer Information for Smart Cities. - Fu Xiao 001; Xiaohui Xie; Zhetao Li; Qingyong Deng; Anfeng Liu; Lijuan Sun (IEEE Netw., 2018)

TAGAN: Tonality Aligned Generative Adversarial Networks for Realistic Hand Pose Synthesis. - Liangjian Chen; Shih-Yao Lin 001; Yusheng Xie; Hui Tang; Yufan Xue; Yen-Yu Lin; Xiaohui Xie; Wei Fan 001 (BMVC, 2019)

Adaptive Graphical Model Network for 2D Handpose Estimation. - Deying Kong; Yifei Chen; Haoyu Ma; Xiangyi Yan; Xiaohui Xie (BMVC, 2019)

Improving Web Image Search with Contextual Information. - Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Maarten de Rijke; Qingyao Ai; Yufei Huang 008; Min Zhang 006; Shaoping Ma (CIKM, 2019)

VTNFP: An Image-Based Virtual Try-On Network With Body and Clothing Feature Preservation. - Ruiyun Yu; Xiaoqi Wang; Xiaohui Xie (ICCV, 2019)

Network2Vec: Learning Node Representation Based on Space Mapping in Networks. - Zhenhua Huang 002; Zhenyu Wang 001; Rui Zhang 046; Yangyang Zhao; Xiaohui Xie; Sharad Mehrotra (ICDM Workshops, 2019)

An End-to-End Framework for Integrated Pulmonary Nodule Detection and False Positive Reduction. - Hao Tang 010; Xingwei Liu; Xiaohui Xie (ISBI, 2019)

Automatic Pulmonary Lobe Segmentation Using Deep Learning. - Hao Tang 010; Chupeng Zhang; Xiaohui Xie (ISBI, 2019)

NoduleNet: Decoupled False Positive Reduction for Pulmonary Nodule Detection and Segmentation. - Hao Tang 010; Chupeng Zhang; Xiaohui Xie (MICCAI (6), 2019)

A Combined Deep Learning-Gradient Boosting Machine Framework for Fluid Intelligence Prediction. - Yeeleng Scott Vang; Yingxin Cao; Xiaohui Xie (ABCD-NP@MICCAI, 2019)

Overview of Content-Based Click-Through Rate Prediction Challenge for Video Recommendation. - Peng Wang; Yunsheng Jiang; Chunxu Xu; Xiaohui Xie (ACM Multimedia, 2019)

Sequential Embedding Induced Text Clustering, a Non-parametric Bayesian Approach. - Tiehang Duan; Qi Lou; Sargur N. Srihari; Xiaohui Xie (PAKDD (3), 2019)

A New Robot Body Calibration Method of SCARA Based on Machine Vision. - Xiuan Zhang; Xiaohui Xie (ROBIO, 2019)

User Behavior Modeling for Web Image Search. - Xiaohui Xie (WSDM, 2019)

Grid-based Evaluation Metrics for Web Image Search. - Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Maarten de Rijke; Yunqiu Shao; Zixin Ye; Min Zhang 006; Shaoping Ma (WWW, 2019)

Parallel clustering of single cell transcriptomic data with split-merge sampling on Dirichlet process mixtures. - Tiehang Duan; José P. Pinto; Xiaohui Xie (Bioinform., 2019)

Neural Multi-Scale Self-Supervised Registration for Echocardiogram Dense Tracking. - Wentao Zhu 001; Yufang Huang; Mani A. Vannan; Shizhen Liu; Daguang Xu; Wei Fan 001; Zhen Qian; Xiaohui Xie (CoRR, 2019)

NoduleNet: Decoupled False Positive Reductionfor Pulmonary Nodule Detection and Segmentation. - Hao Tang 010; Chupeng Zhang; Xiaohui Xie (CoRR, 2019)

Clinically applicable deep learning framework for organs at risk delineation in CT images. - Hao Tang 010; Xuming Chen; Yang Liu; Zhipeng Lu; Junhua You; Mingzhou Yang; Shengyu Yao; Guoqi Zhao; Yi Xu; Tingfeng Chen; Yong Liu; Xiaohui Xie (Nat. Mach. Intell., 2019)

Ocean Response to Successive Typhoons Sarika and Haima (2016) Based on Data Acquired via Multiple Satellites and Moored Array. - Han Zhang 016; Xiaohui Liu; Renhao Wu; Fu Liu; Linghui Yu; Xiaodong Shang; Yongfeng Qi; Yuan Wang; Xunshu Song; Xiaohui Xie; Chenghao Yang; Di Tian; et al. (Remote. Sens., 2019)

SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation. - Deying Kong; Haoyu Ma; Xiaohui Xie (BMVC, 2020)

Investigating Fine-Grained Usefulness Perception Process in Mobile Search. - Yukun Zheng; Jiaxin Mao; Yiqun Liu 001; Xiaohui Xie; Min Zhang 006; Shaoping Ma (CCIR, 2020)

Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning. - Xiaoran Xu; Wei Feng; Yunsheng Jiang; Xiaohui Xie; Zhiqing Sun; Zhi-Hong Deng 001 (ICLR, 2020)

Attentionanatomy: A Unified Framework for Whole-Body Organs at Risk Segmentation Using Multiple Partially Annotated Datasets. - Shanlin Sun; Yang Liu; Narisu Bai; Hao Tang 010; Xuming Chen; Qian Huang; Yong Liu; Xiaohui Xie (ISBI, 2020)

SynergyNet: A Fusion Framework for Multiple Sclerosis Brain MRI Segmentation with Local Refinement. - Yeeleng Scott Vang; Yingxin Cao; Peter D. Chang; Daniel S. Chow; Alexander Ulrich Brandt; Friedemann Paul; Michael Scheel; Xiaohui Xie (ISBI, 2020)

Modeling User Behavior for Vertical Search: Images, Apps and Products. - Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Maarten de Rijke (SIGIR, 2020)

Preference-based Evaluation Metrics for Web Image Search. - Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Maarten de Rijke; Haitian Chen; Min Zhang 006; Shaoping Ma (SIGIR, 2020)

Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics. - Fan Zhang 053; Jiaxin Mao; Yiqun Liu 001; Xiaohui Xie; Weizhi Ma; Min Zhang 006; Shaoping Ma (SIGIR, 2020)

DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation. - Liangjian Chen; Shih-Yao Lin 001; Yusheng Xie; Yen-Yu Lin; Wei Fan 001; Xiaohui Xie (WACV, 2020)

Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation. - Yifei Chen; Haoyu Ma; Deying Kong; Xiangyi Yan; Jianbao Wu; Wei Fan; Xiaohui Xie (WACV, 2020)

Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation. - Deying Kong; Haoyu Ma; Yifei Chen; Xiaohui Xie (WACV, 2020)

Identifying viruses from metagenomic data using deep learning. - Jie Ren 006; Kai Song; Chao Deng; Nathan A. Ahlgren; Jed A. Fuhrman; Yi Li; Xiaohui Xie; Ryan Poplin; Fengzhu Sun (Quant. Biol., 2020)

Challenges in designing a brain-machine search interface. - Yiqun Liu 001; Jiaxin Mao; Xiaohui Xie; Min Zhang 006; Shaoping Ma (SIGIR Forum, 2020)

SEARE: A System for Exercise Activity Recognition and Quality Evaluation Based on Green Sensing. - Fu Xiao 001; Jing Chen; Xiaohui Xie; Linqing Gui; Lijuan Sun; Ruchuan Wang 001 (IEEE Trans. Emerg. Top. Comput., 2020)

TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation. - Haoyu Ma; Liangjian Chen; Deying Kong; Zhe Wang; Xingwei Liu; Hao Tang 010; Xiangyi Yan; Yusheng Xie; Shih-Yao Lin 001; Xiaohui Xie (BMVC, 2021)

Recurrent Mask Refinement for Few-Shot Medical Image Segmentation. - Hao Tang 010; Xingwei Liu; Shanlin Sun; Xiangyi Yan; Xiaohui Xie (ICCV, 2021)

Undistillable: Making A Nasty Teacher That CANNOT teach students. - Haoyu Ma; Tianlong Chen 001; Ting-Kuei Hu; Chenyu You; Xiaohui Xie; Zhangyang Wang (ICLR, 2021)

Test-Time Training for Deformable Multi-Scale Image Registration. - Wentao Zhu 001; Yufang Huang; Daguang Xu; Zhen Qian; Wei Fan 001; Xiaohui Xie (ICRA, 2021)

PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis. - Yifei Chen; Haoyu Ma; Jiangyuan Wang; Jianbao Wu; Xian Wu 001; Xiaohui Xie (KDD, 2021)

Learning Sample-Specific Policies for Sequential Image Augmentation. - Pu Li; Xiaobai Liu; Xiaohui Xie (ACM Multimedia, 2021)

MVHM: A Large-Scale Multi-View Hand Mesh Benchmark for Accurate 3D Hand Pose Estimation. - Liangjian Chen; Shih-Yao Lin 001; Yusheng Xie; Yen-Yu Lin; Xiaohui Xie (WACV, 2021)

Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos. - Liangjian Chen; Shih-Yao Lin 001; Yusheng Xie; Yen-Yu Lin; Xiaohui Xie (WACV, 2021)

Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation. - Hao Tang 010; Xingwei Liu; Kun Han; Xiaohui Xie; Xuming Chen; Qian Huang; Yong Liu; Shanlin Sun; Narisu Bai (WACV, 2021)

Constructing a Comparison-based Click Model for Web Search. - Ruizhe Zhang 005; Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Min Zhang 006; Shaoping Ma (WWW, 2021)

SAILER: scalable and accurate invariant representation learning for single-cell ATAC-seq processing and integration. - Yingxin Cao; Laiyi Fu; Jie Wu; Qinke Peng; Qing Nie; Jing Zhang; Xiaohui Xie (Bioinform., 2021)

Good Students Play Big Lottery Better. - Haoyu Ma; Tianlong Chen 001; Ting-Kuei Hu; Chenyu You; Xiaohui Xie; Zhangyang Wang (CoRR, 2021)

Understanding Human Reading Comprehension with Brain Signals. - Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Zhihong Wang; Xuesong Chen; Min Zhang 006; Shaoping Ma (CoRR, 2021)

Why Don't You Click: Neural Correlates of Non-Click Behaviors in Web Search. - Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Zhihong Wang; Xuancheng Li; Jiaji Li; Xuesong Chen; Min Zhang 006; Shaoping Ma (CoRR, 2021)

Web Search via an Efficient and Effective Brain-Machine Interface. - Xuesong Chen; Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Weihang Su; Shuqi Zhu; Min Zhang 006; Shaoping Ma (CoRR, 2021)

Pre-training Methods in Information Retrieval. - Yixing Fan; Xiaohui Xie; Yinqiong Cai; Jia Chen 003; Xinyu Ma; Xiangsheng Li; Ruqing Zhang 001; Jiafeng Guo; Yiqun Liu 001 (CoRR, 2021)

Enhance Performance of Ad-hoc Search via Prompt Learning. - Shenghao Yang 004; Yiqun Liu 001; Xiaohui Xie; Min Zhang 006; Shaoping Ma (CCIR, 2022)

Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models. - Jingtao Zhan; Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Jiafeng Guo; Min Zhang 006; Shaoping Ma (CIKM, 2022)

EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval. - Haoyu Ma; Handong Zhao; Zhe Lin 001; Ajinkya Kale; Zhangyang Wang; Tong Yu 001; Jiuxiang Gu; Sunav Choudhary; Xiaohui Xie (CVPR, 2022)

Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow. - Shanlin Sun; Kun Han; Deying Kong; Hao Tang 010; Xiangyi Yan; Xiaohui Xie (CVPR, 2022)

Identity-Aware Hand Mesh Estimation and Personalization from RGB Images. - Deying Kong; Linguang Zhang; Liangjian Chen; Haoyu Ma; Xiangyi Yan; Shanlin Sun; Xingwei Liu; Kun Han; Xiaohui Xie (ECCV (5), 2022)

PPT: Token-Pruned Pose Transformer for Monocular and Multi-view Human Pose Estimation. - Haoyu Ma; Zhe Wang; Yifei Chen; Deying Kong; Liangjian Chen; Xingwei Liu; Xiangyi Yan; Hao Tang 010; Xiaohui Xie (ECCV (5), 2022)

Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System. - Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Zhihong Wang; Xuesong Chen; Min Zhang 006; Shaoping Ma (ACM Multimedia, 2022)

Axiomatically Regularized Pre-training for Ad hoc Search. - Jia Chen 003; Yiqun Liu 001; Yan Fang; Jiaxin Mao; Hui Fang 001; Shenghao Yang 004; Xiaohui Xie; Min Zhang 006; Shaoping Ma (SIGIR, 2022)

Why Don't You Click: Understanding Non-Click Results in Web Search with Brain Signals. - Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Zhihong Wang; Xuancheng Li; Jiaji Li; Xuesong Chen; Min Zhang 006; Shaoping Ma (SIGIR, 2022)

AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation. - Xiangyi Yan; Hao Tang 010; Shanlin Sun; Haoyu Ma; Deying Kong; Xiaohui Xie (WACV, 2022)

Web Search via an Efficient and Effective Brain-Machine Interface. - Xuesong Chen; Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Xiaorong Gao; Weihang Su; Shuqi Zhu; Yike Sun; Min Zhang 006; Shaoping Ma (WSDM, 2022)

Towards a Better Understanding of Human Reading Comprehension with Brain Signals. - Ziyi Ye; Xiaohui Xie; Yiqun Liu 001; Zhihong Wang; Xuesong Chen; Min Zhang 006; Shaoping Ma (WWW, 2022)

Global or Local: Constructing Personalized Click Models for Web Search. - Junqi Zhang; Yiqun Liu 001; Jiaxin Mao; Xiaohui Xie; Min Zhang 006; Shaoping Ma; Qi Tian 001 (WWW, 2022)

Evaluating Extrapolation Performance of Dense Retrieval. - Jingtao Zhan; Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Min Zhang 006; Shaoping Ma (CoRR, 2022)

MIRNF: Medical Image Registration via Neural Fields. - Shanlin Sun; Kun Han; Deying Kong; Chenyu You; Xiaohui Xie (CoRR, 2022)

Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval. - Jingtao Zhan; Qingyao Ai; Yiqun Liu 001; Jiaxin Mao; Xiaohui Xie; Min Zhang 006; Shaoping Ma (CoRR, 2022)

Pre-training Methods in Information Retrieval. - Yixing Fan; Xiaohui Xie; Yinqiong Cai; Jia Chen 003; Xinyu Ma; Xiangsheng Li; Ruqing Zhang 001; Jiafeng Guo (Found. Trends Inf. Retr., 2022)

Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. - Zhenglun Kong; Haoyu Ma; Geng Yuan; Mengshu Sun; Yanyue Xie; Peiyan Dong; Xin Meng; Xuan Shen; Hao Tang 005; Minghai Qin; Tianlong Chen 001; Xiaolong Ma; et al. (AAAI, 2023)

Understanding User Immersion in Online Short Video Interaction. - Zhiyu He; Shaorun Zhang; Peijie Sun; Jiayu Li 001; Xiaohui Xie; Min Zhang 006; Yiqun Liu 001 (CIKM, 2023)

MedGen3D: A Deep Generative Framework for Paired 3D Image and Mask Generation. - Kun Han; Yifeng Xiong; Chenyu You; Pooya Khosravi; Shanlin Sun; Xiangyi Yan; James S. Duncan; Xiaohui Xie (MICCAI (1), 2023)

Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation. - Xiangyi Yan; Junayed Naushad; Chenyu You; Hao Tang 010; Shanlin Sun; Kun Han; Haoyu Ma; James S. Duncan; Xiaohui Xie (MICCAI (2), 2023)

View while Moving: Efficient Video Recognition in Long-untrimmed Videos. - Ye Tian 008; Mengyu Yang; Lanshan Zhang; Zhizhen Zhang; Yang Liu 325; Xiaohui Xie; Xirong Que; Wendong Wang 003 (ACM Multimedia, 2023)

T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking. - Xiaohui Xie; Qian Dong; Bingning Wang; Feiyang Lv; Ting Yao; Weinan Gan; Zhijing Wu 001; Xiangsheng Li; Haitao Li 006; Yiqun Liu 001; Jin Ma 003 (SIGIR, 2023)

Diffeomorphic Image Registration with Neural Velocity Field. - Kun Han; Shanlin Sun; Xiangyi Yan; Chenyu You; Hao Tang 010; Junayed Naushad; Haoyu Ma; Deying Kong; Xiaohui Xie (WACV, 2023)

Representation Recovering for Self-Supervised Pre-training on Medical Images. - Xiangyi Yan; Junayed Naushad; Shanlin Sun; Kun Han; Hao Tang 010; Deying Kong; Haoyu Ma; Chenyu You; Xiaohui Xie (WACV, 2023)

Diffeomorphic Deformation via Sliced Wasserstein Distance Optimization for Cortical Surface Reconstruction. - Tung Le; Khai Nguyen; Shanlin Sun; Kun Han; Nhat Ho; Xiaohui Xie (CoRR, 2023)

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane. - Kun Han; Shanlin Sun; Xiaohui Xie (CoRR, 2023)

Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction. - Shanlin Sun; Thanh-Tung Le; Chenyu You; Hao Tang 010; Kun Han; Haoyu Ma; Deying Kong; Xiangyi Yan; Xiaohui Xie (CoRR, 2023)

Improving Social Media Popularity Prediction with Multiple Post Dependencies. - Zhizhen Zhang; Xiaohui Xie; Mengyu Yang; Ye Tian 008; Yong Jiang 001; Yong Cui 001 (CoRR, 2023)

Optron: Better Medical Image Registration via Training in the Loop. - Yicheng Chen; Shengxiang Ji; Yuelin Xin; Kun Han; Xiaohui Xie (CoRR, 2023)

Light Field Diffusion for Single-View Novel View Synthesis. - Yifeng Xiong; Haoyu Ma; Shanlin Sun; Kun Han; Xiaohui Xie (CoRR, 2023)

GNN4EEG: A Benchmark and Toolkit for Electroencephalography Classification with Graph Neural Network. - Kaiyuan Zhang; Ziyi Ye; Qingyao Ai; Xiaohui Xie; Yiqun Liu 001 (CoRR, 2023)

Adaptive Image Registration: A Hybrid Approach Integrating Deep Learning and Optimization Functions for Enhanced Precision. - Gabriel De Araujo; Shanlin Sun; Xiaohui Xie (CoRR, 2023)

Observation of Near-Inertial Internal Gravity Waves in the Southern South China Sea. - Qian Liu; Jian Cui; Xiaodong Shang; Xiaohui Xie; Xiangbai Wu; Junliang Gao; Huan Mei (Remote. Sens., 2023)

ShieldGPT: An LLM-based Framework for DDoS Mitigation. - Tongze Wang; Xiaohui Xie; Lei Zhang 157; Chuyi Wang; Liang Zhang; Yong Cui 001 (APNet, 2024)

Hybrid-CSR: Coupling Explicit and Implicit Reconstruction of Cortical Surface. - Shanlin Sun; Tung Le; Pooya Khosravi; Chenyu You; Kun Han; Haoyu Ma; Deying Kong; Xiangyi Yan; Xiaohui Xie (BMVC, 2024)

HRBP: Hardware-friendly Regrouping towards Block-based Pruning for Sparse CNN Training. - Haoyu Ma; Chengming Zhang 006; Lizhi Xiang; Xiaolong Ma; Geng Yuan; Wenkai Zhang; Shiwei Liu 003; Tianlong Chen 001; Dingwen Tao; Yanzhi Wang; Zhangyang Wang; Xiaohui Xie (CPAL, 2024)

Integrating Efficient Optimal Transport and Functional Maps for Unsupervised Shape Correspondence Learning. - Tung Le; Khai Nguyen; Shanlin Sun; Nhat Ho; Xiaohui Xie (CVPR, 2024)

MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers. - Haoyu Ma; Shahin Mahdizadehaghdam; Bichen Wu; Zhipeng Fan; Yuchao Gu; Wenliang Zhao; Lior Shapira; Xiaohui Xie (CVPR, 2024)

LidaRF: Delving into Lidar for Neural Radiance Field on Street Scenes. - Shanlin Sun; Bingbing Zhuang; Ziyu Jiang; Buyu Liu; Xiaohui Xie; Manmohan Chandraker (CVPR, 2024)

Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction. - Thanh-Tung Le; Khai Nguyen; Shanlin Sun; Kun Han; Nhat Ho; Xiaohui Xie (ICLR, 2024)

E-DDoS: An Evaluation System for DDoS Attack Detection. - Kaiwen Chi; Xiaohui Xie; Yannan Hu; Dongyang Zhao; Yuming Xie; Liang Zhang; Yong Cui 001 (ICNP, 2024)

Ptu: Pre-Trained Model for Network Traffic Understanding. - Lingfeng Peng; Xiaohui Xie; Sijiang Huang; Ziyi Wang 002; Yong Cui 001 (ICNP, 2024)

Netmamba: Efficient Network Traffic Classification Via Pre-Training Unidirectional Mamba. - Tongze Wang; Xiaohui Xie; Wenduo Wang; Chuyi Wang; Youjian Zhao; Yong Cui 001 (ICNP, 2024)

HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades. - Zhizhen Zhang; Xiaohui Xie; Yishuo Zhang; Lanshan Zhang; Yong Jiang (IJCNN, 2024)

TransPortal: Keeping Applications Enjoying Tailored Transport Effortlessly. - Jie Zhang; Xutong Zuo; Xiaohui Xie; Wei Wang; Yong Cui 001 (IWQoS, 2024)

On-the-Fly Guidance Training for Medical Image Registration. - Yuelin Xin; Yicheng Chen; Shengxiang Ji; Kun Han; Xiaohui Xie (MICCAI (2), 2024)

Resolving Spurious Temporal Location Dependency for Video Corpus Moment Retrieval. - Yishuo Zhang; Lanshan Zhang; Zhizhen Zhang; Ziyi Wang 002; Xiaohui Xie; Wendong Wang 003 (SMC, 2024)

Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane. - Kun Han; Shanlin Sun; Thanh-Tung Le; Xiangyi Yan; Haoyu Ma; Chenyu You; Xiaohui Xie (WACV, 2024)

Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning. - Tianang Leng; Yiming Zhang; Kun Han; Xiaohui Xie (WACV, 2024)

CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer. - Haoyu Ma; Tong Zhang; Shanlin Sun; Xiangyi Yan; Kun Han; Xiaohui Xie (WACV, 2024)

AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation. - Xiangyi Yan; Shanlin Sun; Kun Han; Thanh-Tung Le; Haoyu Ma; Chenyu You; Xiaohui Xie (WACV, 2024)

Improving Legal Case Retrieval with Brain Signals. - Ruizhe Zhang 005; Qingyao Ai; Ziyi Ye; Yueyue Wu; Xiaohui Xie; Yiqun Liu 001 (CoRR, 2024)

Large Language Models for Networking: Workflow, Advances and Challenges. - Chang Liu 021; Xiaohui Xie; Xinggong Zhang; Yong Cui 001 (CoRR, 2024)

BiLO: Bilevel Local Operator Learning for PDE inverse problems. - Ray Zirui Zhang; Xiaohui Xie; John S. Lowengrub (CoRR, 2024)

Contrastive Learning for Implicit Social Factors in Social Media Popularity Prediction. - Zhizhen Zhang; Ruihong Qiu; Xiaohui Xie (CoRR, 2024)

CoMA: Compositional Human Motion Generation with Multi-modal Agents. - Shanlin Sun; Gabriel De Araujo; Jiaqi Xu; Shenghan Zhou; Hanwen Zhang; Ziheng Huang; Chenyu You; Xiaohui Xie (CoRR, 2024)

Medical image registration via neural fields. - Shanlin Sun; Kun Han; Chenyu You; Hao Tang 010; Deying Kong; Junayed Naushad; Xiangyi Yan; Haoyu Ma; Pooya Khosravi; James S. Duncan; Xiaohui Xie (Medical Image Anal., 2024)

Relevance Feedback with Brain Signals. - Ziyi Ye; Xiaohui Xie; Qingyao Ai; Yiqun Liu 001; Zhihong Wang; Weihang Su; Min Zhang 006 (ACM Trans. Inf. Syst., 2024)

Comparing point-wise and pair-wise relevance judgment with brain signals. - Shuqi Zhu; Xiaohui Xie; Ziyi Ye; Qingyao Ai; Yiqun Liu 001 (J. Assoc. Inf. Sci. Technol., 2024)

A Deep-Learning Approach to Detect and Classify Heavy-Duty Trucks in Satellite Images. - Xingwei Liu; Yiqiao Li 003; Langting Sizemore; Xiaohui Xie; Jun Wu (IEEE Trans. Intell. Transp. Syst., 2024)

Large Language Model Driven Automated Network Protocol Testing. - Yunze Wei; Kaiwen Chi; Shibo Du; Xiaohui Xie; Ziyu Geng; Yuwei Han; Zhen Li; Zhanyou Li; Yong Cui 001 (ANRW, 2025)

Light Field Diffusion for Single-View Novel View Synthesis. - Yifeng Xiong; Haoyu Ma; Shanlin Sun; Kun Han; Hao Tang 010; Xiaohui Xie (IEEE Access, 2025)

Abnormal Brain State in Major Depressive Disorder: A Resting-State Magnetic Resonance Study. - Siyu Fan; Rui Qian; Nanxue Duan; Hongping Wang; Yue Yu; Yang Ji; Xiaohui Xie; Yue Wu; Yanghua Tian (Brain Connect., 2025)

Leveraging LLM Agents for Translating Network Configurations. - Yunze Wei; Xiaohui Xie; Yiwei Zuo; Tianshuo Hu; Xinyi Chen; Kaiwen Chi; Yong Cui 001 (CoRR, 2025)

BiLO: Bilevel Local Operator Learning for PDE Inverse Problems. Part II: Efficient Uncertainty Quantification with Low-Rank Adaptation. - Ray Zirui Zhang; Christopher E. Miles; Xiaohui Xie; John S. Lowengrub (CoRR, 2025)

Ouroboros: Single-step Diffusion Models for Cycle-consistent Forward and Inverse Rendering. - Shanlin Sun; Yifan Wang; Hanwen Zhang; Yifeng Xiong; Qin Ren; Ruogu Fang; Xiaohui Xie; Chenyu You (CoRR, 2025)