Zhongfei (Mark) Zhang

Publication Activity (10 Years)

Years Active: 1999-2020
Publications (10 Years): 27

Top Topics

Matrix Factorization

Scientific Articles

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Xiang Deng, Zhongfei (Mark) Zhang
Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning? ICPR (2020)
Shichao Liu, Shuangfei Zhai, Lida Zhu, Fuxi Zhu, Zhongfei (Mark) Zhang, Wen Zhang
Efficient Network Representations Learning: An Edge-Centric Perspective. KSEM (2) (2019)
Zachary Seymour, Zhongfei (Mark) Zhang
Multi-label Triplet Embeddings for Image Annotation from User-Generated Tags. ICMR (2018)
Yunlong Yu, Zhong Ji, Yanwei Fu, Jichang Guo, Yanwei Pang, Zhongfei (Mark) Zhang
Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning. NeurIPS (2018)
Zachary Seymour, Zhongfei (Mark) Zhang
Image Annotation Retrieval with Text-Domain Label Denoising. ICMR (2018)
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Learning with Feature Network and Label Network Simultaneously. AAAI (2017)
Te Pi, Xi Li, Zhongfei (Mark) Zhang
Boosted Zero-Shot Learning with Semantic Correlation Regularization. IJCAI (2017)
Jun Song, Jun Xiao, Fei Wu, Haishan Wu, Tong Zhang, Zhongfei (Mark) Zhang, Wenwu Zhu
Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion. IEEE Trans. Knowl. Data Eng. 29 (9) (2017)
Shuangfei Zhai, Keng-hao Chang, Ruofei Zhang, Zhongfei (Mark) Zhang
DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks. KDD (2016)
Xi Li, Chunhua Shen, Anthony R. Dick, Zhongfei (Mark) Zhang, Yueting Zhuang
Online Metric-Weighted Linear Representations for Robust Visual Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 38 (5) (2016)
Shuangfei Zhai, Zhongfei (Mark) Zhang
Semisupervised Autoencoder for Sentiment Analysis. AAAI (2016)
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Learning with Marginalized Corrupted Features and Labels Together. AAAI (2016)
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
Multi-View Learning with Limited and Noisy Tagging. IJCAI (2016)
Yingming Li, Ming Yang, Zhongang Qi, Zhongfei (Mark) Zhang
Bayesian Multi-Task Relationship Learning with Link Structure. IEEE Trans. Knowl. Data Eng. 28 (4) (2016)
Siyu Huang, Xi Li, Zhongfei (Mark) Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang
Deep Learning Driven Visual Path Prediction from a Single Image. CoRR (2016)
Jun Song, Siliang Tang, Jun Xiao, Fei Wu, Zhongfei (Mark) Zhang
LSTM-in-LSTM for generating long descriptions of images. Comput. Vis. Media 2 (4) (2016)
Fei Wu, Xinyan Lu, Jun Song, Shuicheng Yan, Zhongfei (Mark) Zhang, Yong Rui, Yueting Zhuang
Learning of Multimodal Representations With Random Walks on the Click Graph. IEEE Trans. Image Process. 25 (2) (2016)
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos
Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning. ACM Trans. Knowl. Discov. Data 10 (3) (2016)
Shuangfei Zhai, Yu Cheng, Zhongfei (Mark) Zhang, Weining Lu
Doubly Convolutional Neural Networks. NIPS (2016)
Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei (Mark) Zhang, Yueting Zhuang
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base. AAAI (2015)
Xi Li, Chunhua Shen, Anthony R. Dick, Zhongfei (Mark) Zhang, Yueting Zhuang
Online Metric-Weighted Linear Representations for Robust Visual Tracking. CoRR (2015)
Zachary Seymour, Yingming Li, Zhongfei (Mark) Zhang
Multimodal Skipgram Using Convolutional Pseudowords. CoRR (2015)
Xueyi Zhao, Xi Li, Zhongfei (Mark) Zhang
Multimedia Retrieval via Deep Learning to Rank. IEEE Signal Process. Lett. 22 (9) (2015)
Yueting Zhuang, Haidong Gao, Fei Wu, Siliang Tang, Yin Zhang, Zhongfei (Mark) Zhang
Probabilistic Word Selection via Topic Modeling. IEEE Trans. Knowl. Data Eng. 27 (6) (2015)
Yaqing Zhang, Xi Li, Zhongfei (Mark) Zhang, Fei Wu, Liming Zhao
Deep learning driven blockwise moving object detection with binary scene modeling. Neurocomputing 168 (2015)
Shuangfei Zhai, Zhongfei (Mark) Zhang
Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs. SDM (2015)
Yi Xu, Zhongfei (Mark) Zhang, Yaqing Zhang, Philip S. Yu
Sensor network partitioning based on homogeneity. DSAA (2015)
Ming Yang, Yingming Li, Zhongfei (Mark) Zhang
Scientific articles recommendation with topic regression and relational matrix factorization. J. Zhejiang Univ. Sci. C 15 (11) (2014)
Xi Li, Weiming Hu, Chunhua Shen, Anthony R. Dick, Zhongfei (Mark) Zhang
Context-Aware Hypergraph Construction for Robust Spectral Clustering. IEEE Trans. Knowl. Data Eng. 26 (10) (2014)
Jiangtao Yin, Lixin Gao, Zhongfei (Mark) Zhang
Scalable Nonnegative Matrix Factorization with Block-wise Updates. ECML/PKDD (3) (2014)
Zhen Guo, Zhongfei (Mark) Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong
A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks. IEEE Trans. Knowl. Data Eng. 26 (4) (2014)
Zheng Fang, Zhongfei (Mark) Zhang
Discriminative feature selection for multi-view cross-domain learning. CIKM (2013)
Yingming Li, Ming Yang, Zhongang Qi, Zhongfei (Mark) Zhang
Bayesian Multi-Task Relationship Learning with Link Structure. ICDM (2013)
Yingming Li, Ming Yang, Zhongfei (Mark) Zhang
Scientific articles recommendation. CIKM (2013)
Yingming Li, Zhongang Qi, Zhongfei (Mark) Zhang, Ming Yang
Learning with limited and noisy tagging. ACM Multimedia (2013)
Zhouzhou He, Zhongfei (Mark) Zhang, Philip S. Yu
Overlapping community detection combining content and link. J. Zhejiang Univ. Sci. C 13 (11) (2012)
Zheng Fang, Zhongfei (Mark) Zhang
Simultaneously Combining Multi-view Multi-label Learning with Maximum Margin Classification. ICDM (2012)
Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, Zhengyou Zhang
Multi-view learning from imperfect tagging. ACM Multimedia (2012)
Zhongfei (Mark) Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang
Guest Editors' Introduction: Special Section on Connected Multimedia. J. Multim. 7 (1) (2012)
Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, Zhengyou Zhang
Mining noisy tagging from multi-label space. CIKM (2012)
Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu
Unsupervised Ensemble Learning for Mining Top-n Outliers. PAKDD (1) (2012)
Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, Zhengyou Zhang
Mining partially annotated images. KDD (2011)
Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Xiaoqin Zhang, Ou Wu
RKOF: Robust Kernel-Based Local Outlier Detection. PAKDD (2) (2011)
Zhongfei (Mark) Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang
Overview of ACM international workshop on connected multimedia. ACM Multimedia (2010)
Jun Gao, Weiming Hu, Wei Li, Zhongfei (Mark) Zhang, Ou Wu
Local Outlier Detection Based on Kernel Regression. ICPR (2010)
Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
Improving Web search using image snippets. ACM Trans. Internet Techn. 8 (4) (2008)
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu, Tianbing Xu
Clustering on Complex Graphs. AAAI (2008)
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos
Semi-Supervised Learning Based on Semiparametric Regularization. SDM (2008)
Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma
Automatic medical image annotation and retrieval. Neurocomputing 71 (10-12) (2008)
Tianbing Xu, Zhongfei (Mark) Zhang, Philip S. Yu, Bo Long
Dirichlet Process Based Evolutionary Clustering. ICDM (2008)
Adel Lablack, Zhongfei (Mark) Zhang, Chabane Djeraba
Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets. ISM (2008)
Tianbing Xu, Zhongfei (Mark) Zhang, Philip S. Yu, Bo Long
Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State. ICDM (2008)
Zhongfei (Mark) Zhang, Haroon Khan, Mark A. Robertson
A Holistic, In-Compression Approach to Video Segmentation for Independent Motion Detection. EURASIP J. Adv. Signal Process. 2008 (2008)
Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou
Mining Bulletin Board Systems Using Community Generation. PAKDD (2008)
Bo Long, Philip S. Yu, Zhongfei (Mark) Zhang
A General Model for Multiple View Unsupervised Learning. SDM (2008)
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
A probabilistic framework for relational clustering. KDD (2007)
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
Graph Partitioning Based on Link Distributions. AAAI (2007)
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip S. Yu
Relational clustering by symmetric convex coding. ICML (2007)
Bo Long, Xiaoyun Xu, Zhongfei (Mark) Zhang, Philip S. Yu
Community Learning by Graph Approximation. ICDM (2007)
Jian Yao, Zhongfei (Mark) Zhang
Hierarchical shadow detection for color aerial images. Comput. Vis. Image Underst. 102 (1) (2006)
Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma
Automatic Medical Image Annotation and Retrieval using SEMI-SECC. ICME (2006)
Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
Improve Web Search Using Image Snippets. AAAI (2006)
Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, HongJiang Zhang
A probabilistic semantic model for image annotation and multi-modal image retrieval. Multim. Syst. 12 (1) (2006)
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip S. Yu
Spectral clustering for multi-type relational data. ICML (2006)
Bo Long, Xiaoyun Wu, Zhongfei (Mark) Zhang, Philip S. Yu
Unsupervised learning on k-partite graphs. KDD (2006)
Arif Ghafoor, Zhongfei (Mark) Zhang, Michael S. Lew, Zhi-Hua Zhou
Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval. Multim. Syst. 12 (1) (2006)
Ruofei Zhang, Zhongfei (Mark) Zhang
BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval. Image Vis. Comput. 24 (3) (2006)
Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, HongJiang Zhang
A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva. ICCV (2005)
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
Co-clustering by block value decomposition. KDD (2005)
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
Combining Multiple Clusterings by Soft Correspondence. ICDM (2005)
Ruofei Zhang, Zhongfei (Mark) Zhang
FAST: Toward more effective and efficient image retrieval. Multim. Syst. 10 (6) (2005)
Jian Yao, Zhongfei (Mark) Zhang
Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning. ICCV (2005)
Jian Yao, Zhongfei (Mark) Zhang
Semi-Supervised Learning Based Object Detection in Aerial Imagery. CVPR (1) (2005)
John J. Salerno, Raymond A. Cardillo, Zhongfei (Mark) Zhang
Comparing various algorithms for discovering social groups with uni-party data. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2005)
Ruofei Zhang, Zhongfei (Mark) Zhang
A Robust Color Object Analysis Approach to Efficient Image Retrieval. EURASIP J. Adv. Signal Process. 2004 (6) (2004)
Ruofei Zhang, Zhongfei (Mark) Zhang, Sandeep Khanzode
A data mining approach to modeling relationships among categories in image collection. KDD (2004)
Ruofei Zhang, Zhongfei (Mark) Zhang
Hidden Semantic Concept Discovery in Region Based Image Retrieval. CVPR (2) (2004)
Jian Yao, Zhongfei (Mark) Zhang
Systematic Static Shadow Detection. ICPR (2) (2004)
Jian Yao, Zhongfei (Mark) Zhang, Lijun Yin
A multimodal approach to time-invariant scene retrieval from single overhead image. Multimedia Information Retrieval (2004)
Ruofei Zhang, Sandeep Khanzode, Zhongfei (Mark) Zhang
Region Based a-Semantics Graph Driven Image Retrieval. ICPR (4) (2004)
Ruofei Zhang, Zhongfei (Mark) Zhang, Zhongyuan Qin
Semantic repository modeling in image database. ICME (2004)
Ruofei Zhang, Zhongfei (Mark) Zhang
A Bayesian Framework for Automatic Concept Discovery in Image Collections. ICPR (2) (2004)
Ruofei Zhang, Zhongfei (Mark) Zhang
Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval. ECCV (3) (2004)
Bing Shen, Zhongfei (Mark) Zhang, Chunfa Yuan
Person Name Identification in Chinese Documents Using Finite State Automata. IAT (2003)
Ruofei Zhang, Zhongfei (Mark) Zhang
Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously. Multimedia Information Retrieval (2003)
Zhongfei (Mark) Zhang, John J. Salerno, Philip S. Yu
Applying data mining in investigating money laundering crimes. KDD (2003)
Ruofei Zhang, Zhongfei (Mark) Zhang, Jian Yao
A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying. Web Intelligence (2003)
Zhongfei (Mark) Zhang, Jian Yao, Saeed Bajwa, Thomas Gudas
"Automatic" Multimodal Medical Image Fusion. CBMS (2003)
Zhongfei (Mark) Zhang, Paul E. Knudson, Ruth S. Weinstock, Suzanne Meyer
A Web-Based Multimedia Diabetes Mellitus Education Tool for School Nurses. CBMS (2001)
Zhongfei (Mark) Zhang, Guangbiao Pu, Andrzej Król
IBMAS: An Internet Based Medical Archive System. CBMS (2001)
Zhongfei (Mark) Zhang, Rohini K. Srihari, Aibing Rao
Applications of Image Understanding in Semantics-Oriented Multimedia Information Retrieval. ISMSE (2000)
Rohini K. Srihari, Zhongfei (Mark) Zhang
Exploiting Multimodal Context in Image Retrieval. Libr. Trends 48 (2) (1999)