Feature matching in 360° waveforms for robot navigation. - Zhongfei Zhang; Richard S. Weiss; Edward M. Riseman (CVPR, 1991)

Automatic Calibration and Visual Servoing for a Robot Navigation System. - Zhongfei Zhang; Richard S. Weiss; Allen R. Hanson (ICRA (1), 1993)

Qualitative obstacle detection. - Zhongfei Zhang; Richard S. Weiss; Allen R. Hanson (CVPR, 1994)

Obstacle Detection Based on Qualitative and Quantitative 3D Reconstruction. - Zhongfei Zhang; Richard S. Weiss; Allen R. Hanson (IEEE Trans. Pattern Anal. Mach. Intell., 1997)

Finding Pictures in Context. - Rohini K. Srihari; Zhongfei Zhang (Multimedia Information Analysis and Retrieval, 1998)

Identifying human faces in general appearances. - Zhongfei Zhang (SMC, 1998)

Multimedia Indexing and Retrieval, Summary Report. - Rohini K. Srihari; Zhongfei Zhang; R. Manmatha; Chandu Ravela (SIGIR Forum, 1998)

Spatial Color Histograms for Content-Based Image Retrieval. - Aibing Rao; Rohini K. Srihari; Zhongfei Zhang (ICTAI, 1999)

Face Detection and Its Applications in Intelligent and Focused Image Retrieval. - Zhongfei Zhang; Rohini K. Srihari; Aibing Rao (ICTAI, 1999)

Visual servoing control of autonomous robot calibration and navigation. - Zhongfei Zhang; Richard S. Weiss; Allen R. Hanson (J. Field Robotics, 1999)

Exploiting Multimodal Context in Image Retrieval. - Rohini K. Srihari; Zhongfei (Mark) Zhang (Libr. Trends, 1999)

Indexing and Retrieval, SIGIR'99 Workshop Summary. - Rohini K. Srihari; Zhongfei Zhang; R. Manmatha; Chandu Ravela (SIGIR Forum, 1999)

WebSSQL - A Query Language for Multimedia Web Documents. - Changqing Zhang; Weiyi Meng; Zonghuan Wu; Zhongfei Zhang (ADL, 2000)

Applications of Image Understanding in Semantics-Oriented Multimedia Information Retrieval. - Zhongfei (Mark) Zhang; Rohini K. Srihari; Aibing Rao (ISMSE, 2000)

Show&Tell: A Semi-Automated Image Annotation System. - Rohini K. Srihari; Zhongfei Zhang (IEEE Multim., 2000)

Intelligent Indexing and Semantic Retrieval of Multimodal Documents. - Rohini K. Srihari; Zhongfei Zhang; Aibing Rao (Inf. Retr., 2000)

A Web-Based Multimedia Diabetes Mellitus Education Tool for School Nurses. - Zhongfei (Mark) Zhang; Paul E. Knudson; Ruth S. Weinstock; Suzanne Meyer (CBMS, 2001)

IBMAS: An Internet Based Medical Archive System. - Zhongfei (Mark) Zhang; Guangbiao Pu; Andrzej Król (CBMS, 2001)

Mining Surveillance Video for Independent Motion Detection. - Zhongfei Zhang (ICDM, 2002)

A Clustering Based Approach to Efficient Image Retrieval. - Ruofei Zhang; Zhongfei Zhang (ICTAI, 2002)

Subspace morphing theory for appearance based object identification. - Zhongfei Zhang; Rohini K. Srihari (Pattern Recognit., 2002)

"Automatic" Multimodal Medical Image Fusion. - Zhongfei (Mark) Zhang; Jian Yao 003; Saeed Bajwa; Thomas Gudas (CBMS, 2003)

Using data mining techniques for building fusion models. - Zhongfei Zhang; John J. Salerno; Maureen A. Regan; Debra A. Cutler (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2003)

Person Name Identification in Chinese Documents Using Finite State Automata. - Bing Shen; Zhongfei (Mark) Zhang; Chunfa Yuan (IAT, 2003)

Applying data mining in investigating money laundering crimes. - Zhongfei (Mark) Zhang; John J. Salerno; Philip S. Yu (KDD, 2003)

Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously. - Ruofei Zhang; Zhongfei (Mark) Zhang (Multimedia Information Retrieval, 2003)

A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying. - Ruofei Zhang; Zhongfei (Mark) Zhang; Jian Yao 003 (Web Intelligence, 2003)

Knowledge Supervised Perceptual Grouping Based Qualitative Building Detection from Monocular Aerial Images. - Zhongfei Zhang; Rohini K. Srihari (Int. J. Artif. Intell. Tools, 2003)

Hidden Semantic Concept Discovery in Region Based Image Retrieval. - Ruofei Zhang; Zhongfei (Mark) Zhang (CVPR (2), 2004)

Discovering social groups without having relational data. - John J. Salerno; Zhongfei Zhang; Ronny Lewin; Michael Decker (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2004)

Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval. - Ruofei Zhang; Zhongfei (Mark) Zhang (ECCV (3), 2004)

Cognitive bridge between haptic impressions and texture images for subjective image retrieval. - Yuichi Kobayashi; Jun Ohya; Zhongfei Zhang (ICME, 2004)

Exploiting the cognitive synergy between different media modalities in multimodal information retrieval. - Zhongfei Zhang; Ruofei Zhang; Jun Ohya (ICME, 2004)

Semantic repository modeling in image database. - Ruofei Zhang; Zhongfei (Mark) Zhang; Zhongyuan Qin (ICME, 2004)

Systematic Static Shadow Detection. - Jian Yao 003; Zhongfei (Mark) Zhang (ICPR (2), 2004)

Region Based a-Semantics Graph Driven Image Retrieval. - Ruofei Zhang; Sandeep Khanzode; Zhongfei (Mark) Zhang (ICPR (4), 2004)

A Bayesian Framework for Automatic Concept Discovery in Image Collections. - Ruofei Zhang; Zhongfei (Mark) Zhang (ICPR (2), 2004)

A data mining approach to modeling relationships among categories in image collection. - Ruofei Zhang; Zhongfei (Mark) Zhang; Sandeep Khanzode (KDD, 2004)

A multimodal approach to time-invariant scene retrieval from single overhead image. - Jian Yao 003; Zhongfei (Mark) Zhang; Lijun Yin 001 (Multimedia Information Retrieval, 2004)

A Robust Color Object Analysis Approach to Efficient Image Retrieval. - Ruofei Zhang; Zhongfei (Mark) Zhang (EURASIP J. Adv. Signal Process., 2004)

Semi-Supervised Learning Based Object Detection in Aerial Imagery. - Jian Yao 003; Zhongfei (Mark) Zhang (CVPR (1), 2005)

Comparing various algorithms for discovering social groups with uni-party data. - John J. Salerno; Raymond A. Cardillo; Zhongfei (Mark) Zhang (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2005)

Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning. - Jian Yao 003; Zhongfei (Mark) Zhang (ICCV, 2005)

A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva. - Ruofei Zhang; Zhongfei (Mark) Zhang; Mingjing Li; Wei-Ying Ma; HongJiang Zhang (ICCV, 2005)

Combining Multiple Clusterings by Soft Correspondence. - Bo Long; Zhongfei (Mark) Zhang; Philip S. Yu (ICDM, 2005)

Image Database Classification based on Concept Vector Model. - Ruofei Zhang; Zhongfei Zhang (ICME, 2005)

Co-clustering by block value decomposition. - Bo Long; Zhongfei (Mark) Zhang; Philip S. Yu (KDD, 2005)

FAST: Toward more effective and efficient image retrieval. - Ruofei Zhang; Zhongfei (Mark) Zhang (Multim. Syst., 2005)

Improve Web Search Using Image Snippets. - Xiao-Bing Xue; Zhi-Hua Zhou; Zhongfei (Mark) Zhang (AAAI, 2006)

Automatic Medical Image Annotation and Retrieval Using SECC. - Jian Yao 003; Sameer K. Antani; L. Rodney Long; George R. Thoma; Zhongfei Zhang (CBMS, 2006)

Automatic Medical Image Annotation and Retrieval using SEMI-SECC. - Jian Yao 003; Zhongfei (Mark) Zhang; Sameer K. Antani; L. Rodney Long; George R. Thoma (ICME, 2006)

Spectral clustering for multi-type relational data. - Bo Long; Zhongfei (Mark) Zhang; Xiaoyun Wu; Philip S. Yu (ICML, 2006)

Unsupervised learning on k-partite graphs. - Bo Long; Xiaoyun Wu; Zhongfei (Mark) Zhang; Philip S. Yu (KDD, 2006)

Joint categorization of queries and clips for web-based video search. - Ruofei Zhang; Ramesh Sarukkai; Jyh-Herng Chow; Wei Dai; Zhongfei Zhang (Multimedia Information Retrieval, 2006)

Hierarchical shadow detection for color aerial images. - Jian Yao 003; Zhongfei (Mark) Zhang (Comput. Vis. Image Underst., 2006)

BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval. - Ruofei Zhang; Zhongfei (Mark) Zhang (Image Vis. Comput., 2006)

Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval. - Arif Ghafoor; Zhongfei (Mark) Zhang; Michael S. Lew; Zhi-Hua Zhou (Multim. Syst., 2006)

A probabilistic semantic model for image annotation and multi-modal image retrieval. - Ruofei Zhang; Zhongfei (Mark) Zhang; Mingjing Li; Wei-Ying Ma; HongJiang Zhang (Multim. Syst., 2006)

KDD/MDM 2006: The 7th KDD Multimedia Data Mining workshop report. - Zhongfei Zhang; Florent Masseglia; Ramesh C. Jain; Alberto Del Bimbo (SIGKDD Explor., 2006)

Graph Partitioning Based on Link Distributions. - Bo Long; Zhongfei (Mark) Zhang; Philip S. Yu (AAAI, 2007)

Robust Visual Tracking Based on Incremental Tensor Subspace Learning. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Xiaoqin Zhang 002; Guan Luo (ICCV, 2007)

Community Learning by Graph Approximation. - Bo Long; Xiaoyun Xu; Zhongfei (Mark) Zhang; Philip S. Yu (ICDM, 2007)

Corner Detection of Contour Images using Spectral Clustering. - Xi Li 001; Weiming Hu; Zhongfei Zhang (ICIP (3), 2007)

A Max Margin Framework on Image Annotation and Multimodal Image Retrieval. - Zhen Guo; Zhongfei Zhang; Eric P. Xing; Christos Faloutsos (ICME, 2007)

Relational clustering by symmetric convex coding. - Bo Long; Zhongfei (Mark) Zhang; Xiaoyun Wu; Philip S. Yu (ICML, 2007)

Enhanced max margin learning on multimodal data mining in a multimedia database. - Zhen Guo; Zhongfei Zhang; Eric P. Xing; Christos Faloutsos (KDD, 2007)

A probabilistic framework for relational clustering. - Bo Long; Zhongfei (Mark) Zhang; Philip S. Yu (KDD, 2007)

Effective Image Retrieval Based on Hidden Concept Discovery in Image Database. - Ruofei Zhang; Zhongfei Zhang (IEEE Trans. Image Process., 2007)

Clustering on Complex Graphs. - Bo Long; Zhongfei (Mark) Zhang; Philip S. Yu; Tianbing Xu (AAAI, 2008)

Trajectory-Based Video Retrieval Using Dirichlet Process Mixture Models. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Xiaoqin Zhang 002; Guan Luo (BMVC, 2008)

Visual tracking via incremental Log-Euclidean Riemannian subspace learning. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Xiaoqin Zhang 002; Mingliang Zhu; Jian Cheng 002 (CVPR, 2008)

Robust Visual Tracking Based on an Effective Appearance Model. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Xiaoqin Zhang 002 (ECCV (4), 2008)

Dirichlet Process Based Evolutionary Clustering. - Tianbing Xu; Zhongfei (Mark) Zhang; Philip S. Yu; Bo Long (ICDM, 2008)

Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State. - Tianbing Xu; Zhongfei (Mark) Zhang; Philip S. Yu; Bo Long (ICDM, 2008)

Multiclass spectral clustering based on discriminant analysis. - Xi Li 001; Zhongfei Zhang; Yanguo Wang; Weiming Hu (ICPR, 2008)

Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets. - Adel Lablack; Zhongfei (Mark) Zhang; Chabane Djeraba (ISM, 2008)

Robust foreground segmentation based on two effective background models. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Xiaoqin Zhang 002 (Multimedia Information Retrieval, 2008)

Mining Bulletin Board Systems Using Community Generation. - Ming Li 005; Zhongfei (Mark) Zhang; Zhi-Hua Zhou (PAKDD, 2008)

Semi-Supervised Learning Based on Semiparametric Regularization. - Zhen Guo; Zhongfei (Mark) Zhang; Eric P. Xing; Christos Faloutsos (SDM, 2008)

A General Model for Multiple View Unsupervised Learning. - Bo Long; Philip S. Yu; Zhongfei (Mark) Zhang (SDM, 2008)

A Holistic, In-Compression Approach to Video Segmentation for Independent Motion Detection. - Zhongfei (Mark) Zhang; Haroon Khan; Mark A. Robertson (EURASIP J. Adv. Signal Process., 2008)

Automatic medical image annotation and retrieval. - Jian Yao 003; Zhongfei (Mark) Zhang; Sameer K. Antani; L. Rodney Long; George R. Thoma (Neurocomputing, 2008)

Editorial: Introduction to the Special Issue on Multimedia Data Mining. - Zhongfei Zhang; Florent Masseglia; Ramesh C. Jain; Alberto Del Bimbo (IEEE Trans. Multim., 2008)

Improving Web search using image snippets. - Xiao-Bing Xue; Zhi-Hua Zhou; Zhongfei (Mark) Zhang (ACM Trans. Internet Techn., 2008)

Spectral Graph Partitioning Based on a Random Walk Diffusion Similarity Measure. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Yang Liu 020 (ACCV (2), 2009)

Knowledge Discovery from Citation Networks. - Zhen Guo; Zhongfei Zhang; Shenghuo Zhu; Yun Chi; Yihong Gong (ICDM, 2009)

Towards developing a unified multimodal image retrieval framework. - Zhongfei Zhang; Zhen Guo; Ruofei Zhang (ICME, 2009)

A latent topic model for linked documents. - Zhen Guo; Shenghuo Zhu; Yun Chi; Zhongfei Zhang; Yihong Gong (SIGIR, 2009)

Machine Learning Approaches to Link-Based Clustering. - Zhongfei Zhang; Bo Long; Zhen Guo; Tianbing Xu; Philip S. Yu (Link Mining, 2010)

A Topic Model for Linked Documents and Update Rules for its Estimation. - Zhen Guo; Shenghuo Zhu; Zhongfei Zhang; Yun Chi; Yihong Gong (AAAI, 2010)

Local Outlier Detection Based on Kernel Regression. - Jun Gao; Weiming Hu; Wei Li 034; Zhongfei (Mark) Zhang; Ou Wu (ICPR, 2010)

Unsupervised Learning from Linked Documents. - Zhen Guo; Shenghuo Zhu; Yun Chi; Zhongfei Zhang; Yihong Gong (ICPR, 2010)

Overview of ACM international workshop on connected multimedia. - Zhongfei (Mark) Zhang; Zhengyou Zhang; Ramesh C. Jain; Yueting Zhuang (ACM Multimedia, 2010)

A Multiple-Instance Learning Based Approach to Multimodal Data Mining. - Zhongfei Zhang; Zhen Guo; Jia-Yu Pan (Int. J. Digit. Libr. Syst., 2010)

Linear discriminant analysis using rotational invariant L1 norm. - Xi Li 001; Weiming Hu; Hanzi Wang; Zhongfei Zhang (Neurocomputing, 2010)

Robust object tracking using a spatial pyramid heat kernel structural information representation. - Xi Li 001; Weiming Hu; Hanzi Wang; Zhongfei Zhang (Neurocomputing, 2010)

A general framework for relation graph clustering. - Bo Long; Zhongfei Zhang; Philip S. Yu (Knowl. Inf. Syst., 2010)

Heat Kernel Based Local Binary Pattern for Face Representation. - Xi Li 001; Weiming Hu; Zhongfei Zhang; Hanzi Wang (IEEE Signal Process. Lett., 2010)

Multimedia Data Mining. - Zhongfei (Mark) Zhang; Ruofei Zhang (Data Mining and Knowledge Discovery Handbook, 2010)

A Holistic, In-Compression Approach to Mining Independent Motion Segments for Massive Surveillance Video Collections. - Zhongfei (Mark) Zhang; Haroon Khan (Video Search and Mining, 2010)

Pattern change discovery between high dimensional data sets. - Yi Xu; Zhongfei Zhang; Philip S. Yu; Bo Long (CIKM, 2011)

Mining partially annotated images. - Zhongang Qi; Ming Yang 012; Zhongfei (Mark) Zhang; Zhengyou Zhang (KDD, 2011)

RKOF: Robust Kernel-Based Local Outlier Detection. - Jun Gao; Weiming Hu; Zhongfei (Mark) Zhang; Xiaoqin Zhang 002; Ou Wu (PAKDD (2), 2011)

Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking. - Weiming Hu; Xi Li 001; Xiaoqin Zhang 002; Xinchu Shi; Stephen J. Maybank; Zhongfei Zhang (Int. J. Comput. Vis., 2011)

Recognition of adult images, videos, and web page bags. - Weiming Hu; Haiqiang Zuo; Ou Wu; Yunfei Chen 002; Zhongfei Zhang; David Suter (ACM Trans. Multim. Comput. Commun. Appl., 2011)

Mining noisy tagging from multi-label space. - Zhongang Qi; Ming Yang 012; Zhongfei (Mark) Zhang; Zhengyou Zhang (CIKM, 2012)

Geodesic Based Semi-supervised Multi-manifold Feature Extraction. - Mingyu Fan; Xiaoqin Zhang 002; Zhouchen Lin; Zhongfei Zhang; Hujun Bao (ICDM, 2012)

Simultaneously Combining Multi-view Multi-label Learning with Maximum Margin Classification. - Zheng Fang 013; Zhongfei (Mark) Zhang (ICDM, 2012)

Multi-view learning from imperfect tagging. - Zhongang Qi; Ming Yang 012; Zhongfei (Mark) Zhang; Zhengyou Zhang (ACM Multimedia, 2012)

Unsupervised Ensemble Learning for Mining Top-n Outliers. - Jun Gao; Weiming Hu; Zhongfei (Mark) Zhang; Ou Wu (PAKDD (1), 2012)

The heterogeneous feature selection with structural sparsity for multimedia annotation and hashing: a survey. - Fei Wu 001; Yahong Han; Xiang Liu; Jian Shao 001; Yueting Zhuang; Zhongfei Zhang (Int. J. Multim. Inf. Retr., 2012)

Guest Editors' Introduction: Special Section on Connected Multimedia. - Zhongfei (Mark) Zhang; Zhengyou Zhang; Ramesh C. Jain; Yueting Zhuang (J. Multim., 2012)

Overlapping community detection combining content and link. - Zhouzhou He; Zhongfei (Mark) Zhang; Philip S. Yu (J. Zhejiang Univ. Sci. C, 2012)

Societally connected multimedia across cultures. - Zhongfei Zhang; Zhengyou Zhang; Ramesh C. Jain; Yueting Zhuang; Noshir S. Contractor; Alexander G. Hauptmann; Alejandro Jaimes; Wanqing Li 001; Alexander C. Loui; Tao Mei 001; Nicu Sebe; Yonghong Tian 001; et al. (J. Zhejiang Univ. Sci. C, 2012)

Single and Multiple Object Tracking Using Log-Euclidean Riemannian Subspace and Block-Division Appearance Model. - Weiming Hu; Xi Li 001; Wenhan Luo; Xiaoqin Zhang 002; Stephen J. Maybank; Zhongfei Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Generative Models for Evolutionary Clustering. - Tianbing Xu; Zhongfei Zhang; Philip S. Yu; Bo Long (ACM Trans. Knowl. Discov. Data, 2012)

Coordinate Ranking Regularized Non-negative Matrix Factorization. - Yingming Li; Ming Yang 012; Zhongfei Zhang (ACPR, 2013)

Discriminative feature selection for multi-view cross-domain learning. - Zheng Fang 013; Zhongfei (Mark) Zhang (CIKM, 2013)

Scientific articles recommendation. - Yingming Li; Ming Yang 012; Zhongfei (Mark) Zhang (CIKM, 2013)

Multi-Task Learning with Gaussian Matrix Generalized Inverse Gaussian Model. - Ming Yang 012; Yingming Li; Zhongfei Zhang (ICML (3), 2013)

Learning with limited and noisy tagging. - Yingming Li; Zhongang Qi; Zhongfei (Mark) Zhang; Ming Yang 012 (ACM Multimedia, 2013)

Cross-media semantic representation via bi-directional learning to rank. - Fei Wu 001; Xinyan Lu; Zhongfei Zhang; Shuicheng Yan; Yong Rui; Yueting Zhuang (ACM Multimedia, 2013)

Discriminative Transfer Learning on Manifold. - Zheng Fang 013; Zhongfei Zhang (SDM, 2013)

A low rank structural large margin method for cross-modal ranking. - Xinyan Lu; Fei Wu 001; Siliang Tang; Zhongfei Zhang; Xiaofei He 001; Yueting Zhuang (SIGIR, 2013)

An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval. - Weiming Hu; Xi Li 001; Guodong Tian; Stephen J. Maybank; Zhongfei Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Visual Tracking With Spatio-Temporal Dempster-Shafer Information Fusion. - Xi Li 001; Anthony R. Dick; Chunhua Shen; Zhongfei Zhang; Anton van den Hengel; Hanzi Wang (IEEE Trans. Image Process., 2013)

A survey of appearance models in visual object tracking. - Xi Li 001; Weiming Hu; Chunhua Shen; Zhongfei Zhang; Anthony R. Dick; Anton van den Hengel (ACM Trans. Intell. Syst. Technol., 2013)

Structural Bregman Distance Functions Learning to Rank with Self-Reinforcement. - Te Pi; Xi Li 001; Zhongfei Zhang (ICDM, 2014)

Distributed Binary Subspace Learning on large-scale cross media data. - Xueyi Zhao; Chenyi Zhang 002; Zhongfei Zhang (ICME, 2014)

Cross Domain Shared Subspace Learning for Unsupervised Transfer Classification. - Zheng Fang 013; Zhongfei Zhang (ICPR, 2014)

Scalable Nonnegative Matrix Factorization with Block-wise Updates. - Jiangtao Yin; Lixin Gao 001; Zhongfei (Mark) Zhang (ECML/PKDD (3), 2014)

Editorial of the special issue on cross-media analysis. - Zhongfei Zhang; Yueting Zhuang; Ramesh C. Jain; Jia-Yu Pan (Int. J. Multim. Inf. Retr., 2014)

Scientific articles recommendation with topic regression and relational matrix factorization. - Ming Yang 012; Yingming Li; Zhongfei (Mark) Zhang (J. Zhejiang Univ. Sci. C, 2014)

A Regularized Approach for Geodesic-Based Semisupervised Multimanifold Learning. - Mingyu Fan; Xiaoqin Zhang 002; Zhouchen Lin; Zhongfei Zhang; Hujun Bao (IEEE Trans. Image Process., 2014)

A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks. - Zhen Guo; Zhongfei (Mark) Zhang; Shenghuo Zhu; Yun Chi; Yihong Gong (IEEE Trans. Knowl. Data Eng., 2014)

Context-Aware Hypergraph Construction for Robust Spectral Clustering. - Xi Li 001; Weiming Hu; Chunhua Shen; Anthony R. Dick; Zhongfei (Mark) Zhang (IEEE Trans. Knowl. Data Eng., 2014)

Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base. - Fei Wu 001; Jun Song 004; Yi Yang 001; Xi Li 001; Zhongfei (Mark) Zhang; Yueting Zhuang (AAAI, 2015)

Sensor network partitioning based on homogeneity. - Yi Xu; Zhongfei (Mark) Zhang; Yaqing Zhang; Philip S. Yu (DSAA, 2015)

Convex Approximation to the Integral Mixture Models Using Step Functions. - Yi Xu; Yilin Zhu; Zhongfei Zhang; Yaqing Zhang; Philip S. Yu (ICDM, 2015)

Sketch the Storyline with CHARCOAL: A Non-Parametric Approach. - Siliang Tang; Fei Wu 001; Si Li; Weiming Lu 001; Zhongfei Zhang; Yueting Zhuang (IJCAI, 2015)

Marginal Fisher Regression Classification for Face Recognition. - Zhong Ji; Yunlong Yu; Yanwei Pang; Yingming Li; Zhongfei Zhang (PCM (1), 2015)

Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs. - Shuangfei Zhai; Zhongfei (Mark) Zhang (SDM, 2015)

Multimodal Skipgram Using Convolutional Pseudowords. - Zachary Seymour; Yingming Li; Zhongfei (Mark) Zhang (CoRR, 2015)

Manifold Regularized Discriminative Neural Networks. - Shuangfei Zhai; Zhongfei Zhang (CoRR, 2015)

Distributed cross-media multiple binary subspace learning. - Xueyi Zhao; Chenyi Zhang 002; Zhongfei Zhang (Int. J. Multim. Inf. Retr., 2015)

Tracking news article evolution by dense subgraph learning. - Shengkang Yu; Xi Li 001; Xueyi Zhao; Zhongfei Zhang; Fei Wu 001 (Neurocomputing, 2015)

Deep learning driven blockwise moving object detection with binary scene modeling. - Yaqing Zhang; Xi Li 001; Zhongfei (Mark) Zhang; Fei Wu 001; Liming Zhao (Neurocomputing, 2015)

E-commerce business model mining and prediction. - Zhouzhou He; Zhongfei Zhang; Chun-Ming Chen; Zheng-Gang Wang (Frontiers Inf. Technol. Electron. Eng., 2015)

Multimedia Retrieval via Deep Learning to Rank. - Xueyi Zhao; Xi Li 001; Zhongfei (Mark) Zhang (IEEE Signal Process. Lett., 2015)

Weakly Semi-Supervised Deep Learning for Multi-Label Image Annotation. - Fei Wu 001; Zhuhao Wang; Zhongfei Zhang; Yi Yang 001; Jiebo Luo 001; Wenwu Zhu 001; Yueting Zhuang (IEEE Trans. Big Data, 2015)

Cross-Modal Learning to Rank via Latent Joint Representation. - Fei Wu 001; Xinyang Jiang; Xi Li 001; Siliang Tang; Weiming Lu 001; Zhongfei Zhang; Yueting Zhuang (IEEE Trans. Image Process., 2015)

Joint Structural Learning to Rank with Deep Linear Feature Learning. - Xueyi Zhao; Xi Li 001; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2015)

Probabilistic Word Selection via Topic Modeling. - Yueting Zhuang; Haidong Gao; Fei Wu 001; Siliang Tang; Yin Zhang 006; Zhongfei (Mark) Zhang (IEEE Trans. Knowl. Data Eng., 2015)

Learning with Marginalized Corrupted Features and Labels Together. - Yingming Li; Ming Yang 012; Zenglin Xu; Zhongfei (Mark) Zhang (AAAI, 2016)

Semisupervised Autoencoder for Sentiment Analysis. - Shuangfei Zhai; Zhongfei (Mark) Zhang (AAAI, 2016)

Deep Structured Energy Based Models for Anomaly Detection. - Shuangfei Zhai; Yu Cheng 001; Weining Lu; Zhongfei Zhang (ICML, 2016)

Multi-View Learning with Limited and Noisy Tagging. - Yingming Li; Ming Yang 012; Zenglin Xu; Zhongfei (Mark) Zhang (IJCAI, 2016)

Self-Paced Boost Learning for Classification. - Te Pi; Xi Li 001; Zhongfei Zhang; Deyu Meng; Fei Wu 001; Jun Xiao 001; Yueting Zhuang (IJCAI, 2016)

Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification. - Yaqing Zhang; Xi Li 001; Liming Zhao; Zhongfei Zhang (IJCAI, 2016)

DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks. - Shuangfei Zhai; Keng-hao Chang; Ruofei Zhang; Zhongfei (Mark) Zhang (KDD, 2016)

Doubly Convolutional Neural Networks. - Shuangfei Zhai; Yu Cheng 001; Zhongfei (Mark) Zhang; Weining Lu (NIPS, 2016)

Attention Based Recurrent Neural Networks for Online Advertising. - Shuangfei Zhai; Keng-hao Chang; Ruofei Zhang; Zhongfei Zhang (WWW (Companion Volume), 2016)

Zero-Shot Learning with Multi-Battery Factor Analysis. - Zhong Ji; Yuzhong Xie; Yanwei Pang; Lei Chen; Zhongfei Zhang (CoRR, 2016)

Multi-View Representation Learning: A Survey from Shallow Methods to Deep Methods. - Yingming Li; Ming Yang 012; Zhongfei Zhang (CoRR, 2016)

Generative Adversarial Networks as Variational Training of Energy Based Models. - Shuangfei Zhai; Yu Cheng 001; Rogério Schmidt Feris; Zhongfei Zhang (CoRR, 2016)

LSTM-in-LSTM for generating long descriptions of images. - Jun Song 004; Siliang Tang; Jun Xiao 001; Fei Wu 001; Zhongfei (Mark) Zhang (Comput. Vis. Media, 2016)

Visual search reranking with RElevant Local Discriminant Analysis. - Peiguang Jing; Zhong Ji; Yunlong Yu; Zhongfei Zhang (Neurocomputing, 2016)

Online Metric-Weighted Linear Representations for Robust Visual Tracking. - Xi Li 001; Chunhua Shen; Anthony R. Dick; Zhongfei (Mark) Zhang; Yueting Zhuang (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Structure-Aware Slow Feature Analysis for Age Estimation. - Zhouzhou He; Xi Li 001; Zhongfei Zhang; Yaqing Zhang; Jun Xiao 001; Xue Zhou (IEEE Signal Process. Lett., 2016)

Deep Learning Driven Visual Path Prediction From a Single Image. - Siyu Huang; Xi Li 001; Zhongfei Zhang; Zhouzhou He; Fei Wu 001; Wei Liu 005; Jinhui Tang 001; Yueting Zhuang (IEEE Trans. Image Process., 2016)

Joint Multilabel Classification With Community-Aware Label Graph Learning. - Xi Li 001; Xueyi Zhao; Zhongfei Zhang; Fei Wu 001; Yueting Zhuang; Jingdong Wang 001; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Learning of Multimodal Representations With Random Walks on the Click Graph. - Fei Wu 001; Xinyan Lu; Jun Song 004; Shuicheng Yan; Zhongfei (Mark) Zhang; Yong Rui; Yueting Zhuang (IEEE Trans. Image Process., 2016)

Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning. - Zhen Guo; Zhongfei (Mark) Zhang; Eric P. Xing; Christos Faloutsos (ACM Trans. Knowl. Discov. Data, 2016)

Bayesian Multi-Task Relationship Learning with Link Structure. - Yingming Li; Ming Yang 012; Zhongang Qi; Zhongfei (Mark) Zhang (IEEE Trans. Knowl. Data Eng., 2016)

Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization. - Xueyi Zhao; Xi Li 001; Zhongfei Zhang; Chunhua Shen; Yueting Zhuang; Lixin Gao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Learning with Feature Network and Label Network Simultaneously. - Yingming Li; Ming Yang 012; Zenglin Xu; Zhongfei (Mark) Zhang (AAAI, 2017)

Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings. - Nana Li; Shuangfei Zhai; Zhongfei Zhang; Boying Liu (AAAI, 2017)

Pyramid Person Matching Network for Person Re-identification. - Chaojie Mao; Yingming Li; Zhongfei Zhang; Yaqing Zhang; Xi Li 001 (ACML, 2017)

Text Coherence Analysis Based on Deep Neural Network. - Baiyun Cui; Yingming Li; Yaqing Zhang; Zhongfei Zhang (CIKM, 2017)

S3Pool: Pooling with Stochastic Spatial Sampling. - Shuangfei Zhai; Hui Wu 009; Abhishek Kumar 001; Yu Cheng 001; Yongxi Lu; Zhongfei Zhang; Rogério Schmidt Feris (CVPR, 2017)

Boosted Zero-Shot Learning with Semantic Correlation Regularization. - Te Pi; Xi Li 001; Zhongfei (Mark) Zhang (IJCAI, 2017)

Research on optimization allocation of manufacturing resource services in the cloud environment. - Guofu Luo; Zhongfei Zhang; Dayuan Wu; Xiaoke Li; Geng Liu (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

A Deep Learning Approach for Expert Identification in Question Answering Communities. - Chen Zheng; Shuangfei Zhai; Zhongfei Zhang (CoRR, 2017)

Manifold regularized cross-modal embedding for zero-shot learning. - Zhong Ji; Yunlong Yu; Yanwei Pang; Jichang Guo; Zhongfei Zhang (Inf. Sci., 2017)

Joint entity-relation knowledge embedding via cost-sensitive learning. - Shengkang Yu; Xueyi Zhao; Xi Li 001; Zhongfei Zhang (Frontiers Inf. Technol. Electron. Eng., 2017)

Zero-shot learning with Multi-Battery Factor Analysis. - Zhong Ji; Yunlong Yu; Yanwei Pang; Lei Chen; Zhongfei Zhang (Signal Process., 2017)

Data-Dependent Label Distribution Learning for Age Estimation. - Zhouzhou He; Xi Li 001; Zhongfei Zhang; Fei Wu 001; Xin Geng 001; Yaqing Zhang; Ming-Hsuan Yang 001; Yueting Zhuang (IEEE Trans. Image Process., 2017)

Learning Bregman Distance Functions for Structural Learning to Rank. - Xi Li 001; Te Pi; Zhongfei Zhang; Xueyi Zhao; Meng Wang 001; Xuelong Li 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2017)

Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion. - Jun Song 004; Jun Xiao 001; Fei Wu 001; Haishan Wu; Tong Zhang 001; Zhongfei (Mark) Zhang; Wenwu Zhu 001 (IEEE Trans. Knowl. Data Eng., 2017)

Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling. - Yueting Zhuang; Hanqi Wang; Jun Xiao 001; Fei Wu 001; Yi Yang 001; Weiming Lu 001; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2017)

FR-ANet: A Face Recognition Guided Facial Attribute Classification Network. - Jiajiong Cao; Yingming Li; Xi Li 001; Zhongfei Zhang (AAAI, 2018)

Learning With Incomplete Labels. - Yingming Li; Zenglin Xu; Zhongfei Zhang (AAAI, 2018)

Multi-Channel Pyramid Person Matching Network for Person Re-Identification. - Chaojie Mao; Yingming Li; Yaqing Zhang; Zhongfei Zhang; Xi Li 001 (AAAI, 2018)

TVT: Two-View Transformer Network for Video Captioning. - Ming Chen; Yingming Li; Zhongfei Zhang; Siyu Huang (ACML, 2018)

Relative Attribute Learning with Deep Attentive Cross-image Representation. - Zeshang Zhang; Yingming Li; Zhongfei Zhang (ACML, 2018)

Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning. - Jiajiong Cao; Yingming Li; Zhongfei Zhang (CVPR, 2018)

Deep Attentive Sentence Ordering Network. - Baiyun Cui; Yingming Li; Ming Chen; Zhongfei Zhang (EMNLP, 2018)

Celeb-500K: A Large Training Dataset for Face Recognition. - Jiajiong Cao; Yingming Li; Zhongfei Zhang (ICIP, 2018)

Image Annotation Retrieval with Text-Domain Label Denoising. - Zachary Seymour; Zhongfei (Mark) Zhang (ICMR, 2018)

Multi-label Triplet Embeddings for Image Annotation from User-Generated Tags. - Zachary Seymour; Zhongfei (Mark) Zhang (ICMR, 2018)

GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. - Siyu Huang; Xi Li 001; Zhiqi Cheng; Zhongfei Zhang; Alexander G. Hauptmann (ACM Multimedia, 2018)

Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning. - Yunlong Yu; Zhong Ji; Yanwei Fu 001; Jichang Guo; Yanwei Pang; Zhongfei (Mark) Zhang (NeurIPS, 2018)

Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning. - Yunlong Yu; Zhong Ji; Yanwei Fu 001; Jichang Guo; Yanwei Pang; Zhongfei Zhang (CoRR, 2018)

Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance. - Siyu Huang; Xi Li 001; Zhiqi Cheng; Zhongfei Zhang; Alexander G. Hauptmann (CoRR, 2018)

Bi-Adversarial Auto-Encoder for Zero-Shot Learning. - Yunlong Yu; Zhong Ji; Yanwei Pang; Jichang Guo; Zhongfei Zhang; Fei Wu 001 (CoRR, 2018)

Perceiving Physical Equation by Observing Visual Scenarios. - Siyu Huang; Zhi-Qi Cheng; Xi Li 001; Xiao Wu 001; Zhongfei Zhang; Alexander G. Hauptmann (CoRR, 2018)

Multimodal Deep Embedding via Hierarchical Grounded Compositional Semantics. - Yueting Zhuang; Jun Song 004; Fei Wu 001; Xi Li 001; Zhongfei Zhang; Yong Rui (IEEE Trans. Circuits Syst. Video Technol., 2018)

Transductive Zero-Shot Learning With a Self-Training Dictionary Approach. - Yunlong Yu; Zhong Ji; Xi Li 001; Jichang Guo; Zhongfei Zhang; Haibin Ling; Fei Wu 001 (IEEE Trans. Cybern., 2018)

Body Structure Aware Deep Crowd Counting. - Siyu Huang; Xi Li 001; Zhongfei Zhang; Fei Wu 001; Shenghua Gao; Rongrong Ji; Junwei Han 001 (IEEE Trans. Image Process., 2018)

Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality. - Zhongang Qi; Tianchun Wang; Guojie Song; Weisong Hu; Xi Li 001; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2018)

Scalable Distributed Nonnegative Matrix Factorization with Block-Wise Updates. - Jiangtao Yin; Lixin Gao 001; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2018)

Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition. - Bin Li 038; Xi Li 001; Zhongfei Zhang; Fei Wu 001 (AAAI, 2019)

Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction. - Yujin Yuan; Liyuan Liu; Siliang Tang; Zhongfei Zhang; Yueting Zhuang; Shiliang Pu; Fei Wu 001; Xiang Ren 001 (AAAI, 2019)

Learning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification. - Yaqing Zhang; Xi Li 001; Zhongfei Zhang (AAAI, 2019)

Text Guided Person Image Synthesis. - Xingran Zhou; Siyu Huang; Bin Li 038; Yingming Li; Jiachen Li; Zhongfei Zhang (CVPR, 2019)

Fine-tune BERT with Sparse Self-Attention Mechanism. - Baiyun Cui; Yingming Li; Ming Chen; Zhongfei Zhang (EMNLP/IJCNLP (1), 2019)

Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning. - Tao Jin 004; Siyu Huang; Yingming Li; Zhongfei Zhang (EMNLP/IJCNLP (1), 2019)

Efficient Network Representations Learning: An Edge-Centric Perspective. - Shichao Liu 002; Shuangfei Zhai; Lida Zhu; Fuxi Zhu; Zhongfei (Mark) Zhang; Wen Zhang 008 (KSEM (2), 2019)

A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification. - Zhong Ji; Xuejie Yu; Yunlong Yu; Yanwei Pang; Zhongfei Zhang (CoRR, 2019)

Meta-Transfer Networks for Zero-Shot Learning. - Yunlong Yu; Zhongfei Zhang; Jungong Han (CoRR, 2019)

Recurrent convolutional video captioning with global and local attention. - Tao Jin 004; Yingming Li; Zhongfei Zhang (Neurocomputing, 2019)

A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification. - Shengkang Yu; Xi Li 001; Xueyi Zhao; Zhongfei Zhang; Fei Wu 001; Jingdong Wang 001; Yueting Zhuang; Xuelong Li 001 (IEEE Trans. Big Data, 2019)

Zero-Shot Learning via Latent Space Encoding. - Yunlong Yu; Zhong Ji; Jichang Guo; Zhongfei Zhang (IEEE Trans. Cybern., 2019)

User-Ranking Video Summarization With Multi-Stage Spatio-Temporal Representation. - Siyu Huang; Xi Li 001; Zhongfei Zhang; Fei Wu 001; Junwei Han 001 (IEEE Trans. Image Process., 2019)

A Survey of Multi-View Representation Learning. - Yingming Li; Ming Yang 012; Zhongfei Zhang (IEEE Trans. Knowl. Data Eng., 2019)

Attentive Semantic Preservation Network for Zero-Shot Learning. - Ziqian Lu; Yunlong Yu; Zhe-Ming Lu 001; Feng-Li Shen; Zhongfei Zhang (CVPR Workshops, 2020)

Episode-Based Prototype Generating Network for Zero-Shot Learning. - Yunlong Yu; Zhong Ji; Jungong Han; Zhongfei Zhang (CVPR, 2020)

BERT-enhanced Relational Sentence Ordering Network. - Baiyun Cui; Yingming Li; Zhongfei Zhang (EMNLP (1), 2020)

Dual Low-Rank Multimodal Fusion. - Tao Jin 004; Siyu Huang; Yingming Li; Zhongfei Zhang (EMNLP (Findings), 2020)

Stacked Pooling for Boosting Scale Invariance of Crowd Counting. - Siyu Huang; Xi Li 001; Zhi-Qi Cheng; Zhongfei Zhang; Alexander G. Hauptmann (ICASSP, 2020)

Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning? - Xiang Deng 002; Zhongfei (Mark) Zhang (ICPR, 2020)

SBAT: Video Captioning with Sparse Boundary-Aware Transformer. - Tao Jin 004; Siyu Huang; Ming Chen; Yingming Li; Zhongfei Zhang (IJCAI, 2020)

Deep Metric Learning with Spherical Embedding. - Dingyi Zhang; Yingming Li; Zhongfei Zhang (NeurIPS, 2020)

Deep Collective Learning: Learning Optimal Inputs and Weights Jointly in Deep Neural Networks. - Xiang Deng 002; Zhongfei Zhang (CoRR, 2020)

Locally Linear Region Knowledge Distillation. - Xiang Deng 002; Zhongfei Zhang (CoRR, 2020)

An Embarrassingly Simple Approach to Training Ternary Weight Networks. - Xiang Deng 002; Zhongfei Zhang (CoRR, 2020)

Full-Resolution Correspondence Learning for Image Translation. - Xingran Zhou; Bo Zhang 025; Ting Zhang 002; Pan Zhang 003; Jianmin Bao; Dong Chen 003; Zhongfei Zhang; Fang Wen 001 (CoRR, 2020)

Multi-modal generative adversarial network for zero-shot learning. - Zhong Ji; Kexin Chen; Junyue Wang; Yunlong Yu; Zhongfei Zhang (Knowl. Based Syst., 2020)

Improved prototypical networks for few-Shot learning. - Zhong Ji; Xingliang Chai; Yunlong Yu; Yanwei Pang; Zhongfei Zhang (Pattern Recognit. Lett., 2020)

Attention-Aware Multi-Task Convolutional Neural Networks. - Kejie Lyu; Yingming Li; Zhongfei Zhang (IEEE Trans. Image Process., 2020)

Learning with Retrospection. - Xiang Deng 002; Zhongfei Zhang (AAAI, 2021)

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation. - Xingran Zhou; Bo Zhang 025; Ting Zhang 002; Pan Zhang 003; Jianmin Bao; Dong Chen 003; Zhongfei Zhang; Fang Wen 001 (CVPR, 2021)

Graph-Free Knowledge Distillation for Graph Neural Networks. - Xiang Deng 002; Zhongfei Zhang (IJCAI, 2021)

Comprehensive Knowledge Distillation with Causal Intervention. - Xiang Deng 002; Zhongfei Zhang (NeurIPS, 2021)

Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition. - Xiyao Liu 002; Zhong Ji; Yanwei Pang; Zhongfei Zhang (CoRR, 2021)

Stable Prediction on Graphs with Agnostic Distribution Shift. - Shengyu Zhang 001; Kun Kuang; Jiezhong Qiu; Jin Yu; Zhou Zhao 001; Hongxia Yang; Zhongfei Zhang; Fei Wu 001 (CoRR, 2021)

Joint structured pruning and dense knowledge distillation for efficient transformer model compression. - Baiyun Cui; Yingming Li; Zhongfei Zhang (Neurocomputing, 2021)

Reweighting and information-guidance networks for Few-Shot Learning. - Zhong Ji; Xingliang Chai; Yunlong Yu; Zhongfei Zhang (Neurocomputing, 2021)

Coordinating Experience Replay: A Harmonious Experience Retention approach for Continual Learning. - Zhong Ji; Jiayi Liu; Qiang Wang 056; Zhongfei Zhang (Knowl. Based Syst., 2021)

Efficient Person Search via Expert-Guided Knowledge Distillation. - Yaqing Zhang; Xi Li 001; Zhongfei Zhang (IEEE Trans. Cybern., 2021)

Multitask Non-Autoregressive Model for Human Motion Prediction. - Bin Li 038; Jian Tian; Zhongfei Zhang; Hailin Feng; Xi Li 001 (IEEE Trans. Image Process., 2021)

Local-Global Memory Neural Network for Medication Prediction. - Jun Song 004; Yueyang Wang; Siliang Tang; Yin Zhang 006; Zhigang Chen 003; Zhongfei Zhang; Tong Zhang 001; Fei Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Reducing Flipping Errors in Deep Neural Networks. - Xiang Deng 002; Yun Xiao; Bo Long; Zhongfei Zhang (AAAI, 2022)

Deep Hybrid Models for Out-of-Distribution Detection. - Senqi Cao; Zhongfei Zhang (CVPR, 2022)

Personalized Education: Blind Knowledge Distillation. - Xiang Deng 002; Jian Zheng; Zhongfei Zhang (ECCV (34), 2022)

Video-Grounded Dialogues with Joint Video and Image Training. - Hangyu Zhang; Yingming Li; Zhongfei Zhang (ICIP, 2022)

Deep Causal Metric Learning. - Xiang Deng 002; Zhongfei Zhang (ICML, 2022)

Multi-Proxy Learning from an Entropy Optimization Perspective. - Yunlong Yu; Dingyi Zhang; Yingming Li; Zhongfei Zhang (IJCAI, 2022)

Training a Lightweight ViT Network for Image Retrieval. - Hanqi Zhang; Yunlong Yu; Yingming Li; Zhongfei Zhang (PRICAI (3), 2022)

META-DDIE: predicting drug-drug interaction events with few-shot learning. - Yifan Deng; Yang Qiu; Xinran Xu; Shichao Liu 002; Zhongfei Zhang; Shanfeng Zhu; Wen Zhang 008 (Briefings Bioinform., 2022)

JSENet: A deep convolutional neural network for joint image super-resolution and enhancement. - Kejie Lyu; Sicheng Pan; Yingming Li; Zhongfei Zhang (Neurocomputing, 2022)

Local spatial alignment network for few-shot learning. - Yunlong Yu; Dingyi Zhang; Sidi Wang; Zhong Ji; Zhongfei Zhang (Neurocomputing, 2022)

Hierarchical Correlations Replay for Continual Learning. - Qiang Wang 056; Jiayi Liu; Zhong Ji; Yanwei Pang; Zhongfei Zhang (Knowl. Based Syst., 2022)

Sparsity-control ternary weight networks. - Xiang Deng 002; Zhongfei Zhang (Neural Networks, 2022)

Efficient Relational Sentence Ordering Network. - Yingming Li; Baiyun Cui; Zhongfei Zhang (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Semantic-Guided Class-Imbalance Learning Model for Zero-Shot Image Classification. - Zhong Ji; Xuejie Yu; Yunlong Yu; Yanwei Pang; Zhongfei Zhang (IEEE Trans. Cybern., 2022)

Task-Oriented High-Order Context Graph Networks for Few-Shot Human-Object Interaction Recognition. - Zhong Ji; Ping An; Xiyao Liu 002; Yanwei Pang; Ling Shao 001; Zhongfei Zhang (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction. - Zhankun Xiong; Shichao Liu 002; Feng Huang 004; Ziyan Wang; Xuan Liu; Zhongfei Zhang; Wen Zhang 008 (AAAI, 2023)

Stable Prediction on Graphs with Agnostic Distribution Shifts. - Shengyu Zhang 001; Yunze Tong; Kun Kuang; Fuli Feng; Jiezhong Qiu; Jin Yu; Zhou Zhao 001; Hongxia Yang; Zhongfei Zhang; Fei Wu 001 (CDPD, 2023)

Multi-Scale Similarity Aggregation for Dynamic Metric Learning. - Dingyi Zhang; Yingming Li; Zhongfei Zhang (ACM Multimedia, 2023)

Multi-Context Interaction Network for Few-Shot Segmentation. - Hao Chen 107; Yunlong Yu; Yonghan Dong; Zheming Lu 001; Yingming Li; Zhongfei Zhang (CoRR, 2023)

AI's 10 to Watch, 2022. - Jürgen Dix; Zhongfei Zhang (IEEE Intell. Syst., 2023)

Enhancing Drug-Drug Interaction Prediction Using Deep Attention Neural Networks. - Shichao Liu 002; Yang Zhang 123; Yuxin Cui; Yang Qiu; Yifan Deng; Zhongfei Zhang; Wen Zhang 008 (IEEE ACM Trans. Comput. Biol. Bioinform., 2023)

Complementary Calibration: Boosting General Continual Learning With Collaborative Distillation and Self-Supervision. - Zhong Ji; Jin Li; Qiang Wang 056; Zhongfei Zhang (IEEE Trans. Image Process., 2023)

Zero-shot classification with unseen prototype learning. - Zhong Ji; Biying Cui; Yunlong Yu; Yanwei Pang; Zhongfei Zhang (Neural Comput. Appl., 2023)

Knowledge Distillation Classifier Generation Network for Zero-Shot Learning. - Yunlong Yu; Bin Li 038; Zhong Ji; Jungong Han; Zhongfei Zhang (IEEE Trans. Neural Networks Learn. Syst., 2023)

HimGNN: a novel hierarchical molecular graph representation learning framework for property prediction. - Shen Han; Haitao Fu; Yuyang Wu; Ganglan Zhao; Zhenyu Song; Feng Huang 004; Zhongfei Zhang; Shichao Liu 002; Wen Zhang 008 (Briefings Bioinform., 2023)

A new knowledge-guided multi-objective optimisation for the multi-AGV dispatching problem in dynamic production environments. - Lei Liu; Ting Qu; Matthias Thürer; Lin Ma; Zhongfei Zhang; Mingze Yuan (Int. J. Prod. Res., 2023)

COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval. - Yaodong Wang; Zhong Ji; Kexin Chen; Yanwei Pang; Zhongfei Zhang (Neural Process. Lett., 2023)

Deeply-Recursive Attention Network for video steganography. - Jiabao Cui; Liangli Zheng; Yunlong Yu; Yining Lin; Huajian Ni; Xin Xu 001; Zhongfei Zhang (CAAI Trans. Intell. Technol., 2023)

Enhancing trusted synchronization in open production logistics: A platform framework integrating blockchain and digital twin under social manufacturing. - Zhongfei Zhang; Ting Qu; Kuo Zhao; Kai Zhang; Yongheng Zhang 004; Wenyou Guo; Lei Liu; Zefeng Chen (Adv. Eng. Informatics, 2024)

Dense affinity matching for Few-Shot Segmentation. - Hao Chen 107; Yonghan Dong; Zheming Lu 001; Yunlong Yu; Yingming Li; Jungong Han; Zhongfei Zhang (Neurocomputing, 2024)

Tolerant Self-Distillation for image classification. - Mushui Liu; Yunlong Yu; Zhong Ji; Jungong Han; Zhongfei Zhang (Neural Networks, 2024)

Dual-DIANet: A sharing-learnable multi-task network based on dense information aggregation. - Kejie Lyu; Yingming Li; Zhongfei Zhang (Neurocomputing, 2024)

Multi-Content Interaction Network for Few-Shot Segmentation. - Hao Chen 107; Yunlong Yu; Yonghan Dong; Zheming Lu 001; Yingming Li; Zhongfei Zhang (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Uncertainty-aware enhanced dark experience replay for continual learning. - Qiang Wang 056; Zhong Ji; Yanwei Pang; Zhongfei Zhang (Appl. Intell., 2024)

Social Network Forensics Analysis Model Based on Network Representation Learning. - Kuo Zhao; Huajian Zhang; Jiaxin Li; Qifu Pan; Li Lai; Yike Nie; Zhongfei Zhang (Entropy, 2024)

Cloud-fog-edge based computing architechture and a hierarchical decision approach for distributed synchronized manufacturing systems. - Zhicong Hong; Ting Qu; Yongheng Zhang 004; Zhongfei Zhang; George Q. Huang (Adv. Eng. Informatics, 2025)

Recognize-and-tell: Generating video captions with textual cue in scene. - Tao Jin 004; Wang Lin; Hao Jiang 014; Jian Wang 119; Xiao Jin; Zhimeng Zhang; Jingyuan Chen; Zhou Zhao 001; Zhongfei Zhang (Expert Syst. Appl., 2025)

AI's 10 to Watch for 2024. - Jürgen Dix; Zhongfei (Mark) Zhang (IEEE Intell. Syst., 2025)

Towards a trusted synchronized decision-making method for social production logistics systems based on blockchain and digital twin. - Zhongfei Zhang; Ting Qu; George Q. Huang; Yongheng Zhang 004; Kuo Zhao; Jun Zhang (Robotics Comput. Integr. Manuf., 2025)

Balancing Feature Alignment and Uniformity for Few-Shot Classification. - Yunlong Yu; Dingyi Zhang; Zhong Ji; Xi Li 001; Jungong Han; Zhongfei Zhang (IEEE Trans. Image Process., 2025)

Digital twin driven opti-state control approach for smart warehousing in the synchronous operating environment. - Yongheng Zhang 004; Ting Qu; Zhicong Hong; Zhongfei Zhang; George Q. Huang (Robotics Comput. Integr. Manuf., 2026)