Zhongfei (Mark) Zhang

96 papers A* 30A 8B 10C 1Journal 28Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
AI's 10 to Watch for 2024.
IEEE Intell. Syst.
Jürgen Dix, Zhongfei (Mark) Zhang
2025 B ed.
Proceedings of the 2025 International Conference on Multimedia Retrieval, ICMR 2025, Chicago, IL, USA, 30 June 2025 - 3 July 2025
ICMR
Zhongfei (Mark) Zhang, Elisa Ricci, Yan Yan, Liqiang Nie, Vincent Oria, Lamberto Ballan
2020 B conf
Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning?
ICPR
Xiang Deng, Zhongfei (Mark) Zhang
2019 — conf
Efficient Network Representations Learning: An Edge-Centric Perspective.
KSEM (2)
Shichao Liu, Shuangfei Zhai, Lida Zhu, Fuxi Zhu, Zhongfei (Mark) Zhang, Wen Zhang
2018 B conf
Image Annotation Retrieval with Text-Domain Label Denoising.
ICMR
Zachary Seymour, Zhongfei (Mark) Zhang
2018 B conf
Multi-label Triplet Embeddings for Image Annotation from User-Generated Tags.
ICMR
Zachary Seymour, Zhongfei (Mark) Zhang
2018 A* conf
Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning.
NeurIPS
Yunlong Yu, Zhong Ji, Yanwei Fu, Jichang Guo, Yanwei Pang, Zhongfei (Mark) Zhang
2017 A* conf
Boosted Zero-Shot Learning with Semantic Correlation Regularization.
IJCAI
Te Pi, Xi Li, Zhongfei (Mark) Zhang
2017 J jnl
Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion.
IEEE Trans. Knowl. Data Eng.
Jun Song, Jun Xiao, Fei Wu, Haishan Wu, Tong Zhang, Zhongfei (Mark) Zhang, Wenwu Zhu
2017 A* conf
Learning with Feature Network and Label Network Simultaneously.
AAAI
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
2016 J jnl
Bayesian Multi-Task Relationship Learning with Link Structure.
IEEE Trans. Knowl. Data Eng.
Yingming Li, Ming Yang, Zhongang Qi, Zhongfei (Mark) Zhang
2016 J jnl
Deep Learning Driven Visual Path Prediction from a Single Image.
CoRR
Siyu Huang, Xi Li, Zhongfei (Mark) Zhang, Zhouzhou He, Fei Wu, Wei Liu, Jinhui Tang, Yueting Zhuang
2016 A* conf
DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks.
KDD
Shuangfei Zhai, Keng-hao Chang, Ruofei Zhang, Zhongfei (Mark) Zhang
2016 — conf
Doubly Convolutional Neural Networks.
NIPS
Shuangfei Zhai, Yu Cheng, Zhongfei (Mark) Zhang, Weining Lu
2016 J jnl
LSTM-in-LSTM for generating long descriptions of images.
Comput. Vis. Media
Jun Song, Siliang Tang, Jun Xiao, Fei Wu, Zhongfei (Mark) Zhang
2016 J jnl
Learning of Multimodal Representations With Random Walks on the Click Graph.
IEEE Trans. Image Process.
Fei Wu, Xinyan Lu, Jun Song, Shuicheng Yan, Zhongfei (Mark) Zhang, Yong Rui, Yueting Zhuang
2016 A* conf
Learning with Marginalized Corrupted Features and Labels Together.
AAAI
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
2016 A* conf
Multi-View Learning with Limited and Noisy Tagging.
IJCAI
Yingming Li, Ming Yang, Zenglin Xu, Zhongfei (Mark) Zhang
2016 J jnl
Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning.
ACM Trans. Knowl. Discov. Data
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos
2016 J jnl
Online Metric-Weighted Linear Representations for Robust Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell.
Xi Li, Chunhua Shen, Anthony R. Dick, Zhongfei (Mark) Zhang, Yueting Zhuang
2016 A* conf
Semisupervised Autoencoder for Sentiment Analysis.
AAAI
Shuangfei Zhai, Zhongfei (Mark) Zhang
2015 J jnl
Deep learning driven blockwise moving object detection with binary scene modeling.
Neurocomputing
Yaqing Zhang, Xi Li, Zhongfei (Mark) Zhang, Fei Wu, Liming Zhao
2015 A conf
Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs.
SDM
Shuangfei Zhai, Zhongfei (Mark) Zhang
2015 J jnl
Multimedia Retrieval via Deep Learning to Rank.
IEEE Signal Process. Lett.
Xueyi Zhao, Xi Li, Zhongfei (Mark) Zhang
2015 J jnl
Multimodal Skipgram Using Convolutional Pseudowords.
CoRR
Zachary Seymour, Yingming Li, Zhongfei (Mark) Zhang
2015 J jnl
Online Metric-Weighted Linear Representations for Robust Visual Tracking.
CoRR
Xi Li, Chunhua Shen, Anthony R. Dick, Zhongfei (Mark) Zhang, Yueting Zhuang
2015 J jnl
Probabilistic Word Selection via Topic Modeling.
IEEE Trans. Knowl. Data Eng.
Yueting Zhuang, Haidong Gao, Fei Wu, Siliang Tang, Yin Zhang, Zhongfei (Mark) Zhang
2015 B conf
Sensor network partitioning based on homogeneity.
DSAA
Yi Xu, Zhongfei (Mark) Zhang, Yaqing Zhang, Philip S. Yu
2015 A* conf
Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base.
AAAI
Fei Wu, Jun Song, Yi Yang, Xi Li, Zhongfei (Mark) Zhang, Yueting Zhuang
2014 J jnl
A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks.
IEEE Trans. Knowl. Data Eng.
Zhen Guo, Zhongfei (Mark) Zhang, Shenghuo Zhu, Yun Chi, Yihong Gong
2014 J jnl
Context-Aware Hypergraph Construction for Robust Spectral Clustering.
IEEE Trans. Knowl. Data Eng.
Xi Li, Weiming Hu, Chunhua Shen, Anthony R. Dick, Zhongfei (Mark) Zhang
2014 — conf
Scalable Nonnegative Matrix Factorization with Block-wise Updates.
ECML/PKDD (3)
Jiangtao Yin, Lixin Gao, Zhongfei (Mark) Zhang
2014 J jnl
Scientific articles recommendation with topic regression and relational matrix factorization.
J. Zhejiang Univ. Sci. C
Ming Yang, Yingming Li, Zhongfei (Mark) Zhang
2013 A* conf
Bayesian Multi-Task Relationship Learning with Link Structure.
ICDM
Yingming Li, Ming Yang, Zhongang Qi, Zhongfei (Mark) Zhang
2013 A conf
Discriminative feature selection for multi-view cross-domain learning.
CIKM
Zheng Fang, Zhongfei (Mark) Zhang
2013 A* conf
Learning with limited and noisy tagging.
ACM Multimedia
Yingming Li, Zhongang Qi, Zhongfei (Mark) Zhang, Ming Yang
2013 A conf
Scientific articles recommendation.
CIKM
Yingming Li, Ming Yang, Zhongfei (Mark) Zhang
2012 J jnl
Guest Editors' Introduction: Special Section on Connected Multimedia.
J. Multim.
Zhongfei (Mark) Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang
2012 A conf
Mining noisy tagging from multi-label space.
CIKM
Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, Zhengyou Zhang
2012 A* conf
Multi-view learning from imperfect tagging.
ACM Multimedia
Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, Zhengyou Zhang
2012 J jnl
Overlapping community detection combining content and link.
J. Zhejiang Univ. Sci. C
Zhouzhou He, Zhongfei (Mark) Zhang, Philip S. Yu
2012 A* conf
Simultaneously Combining Multi-view Multi-label Learning with Maximum Margin Classification.
ICDM
Zheng Fang, Zhongfei (Mark) Zhang
2012 — conf
Unsupervised Ensemble Learning for Mining Top-n Outliers.
PAKDD (1)
Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Ou Wu
2011 A* conf
Mining partially annotated images.
KDD
Zhongang Qi, Ming Yang, Zhongfei (Mark) Zhang, Zhengyou Zhang
2011 — conf
RKOF: Robust Kernel-Based Local Outlier Detection.
PAKDD (2)
Jun Gao, Weiming Hu, Zhongfei (Mark) Zhang, Xiaoqin Zhang, Ou Wu
2010 — ch.
A Holistic, In-Compression Approach to Mining Independent Motion Segments for Massive Surveillance Video Collections.
Video Search and Mining
Zhongfei (Mark) Zhang, Haroon Khan
2010 B conf
Local Outlier Detection Based on Kernel Regression.
ICPR
Jun Gao, Weiming Hu, Wei Li, Zhongfei (Mark) Zhang, Ou Wu
2010 — ch.
Multimedia Data Mining.
Data Mining and Knowledge Discovery Handbook
Zhongfei (Mark) Zhang, Ruofei Zhang
2010 A* conf
Overview of ACM international workshop on connected multimedia.
ACM Multimedia
Zhongfei (Mark) Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang
2008 A conf
A General Model for Multiple View Unsupervised Learning.
SDM
Bo Long, Philip S. Yu, Zhongfei (Mark) Zhang
2008 J jnl
A Holistic, In-Compression Approach to Video Segmentation for Independent Motion Detection.
EURASIP J. Adv. Signal Process.
Zhongfei (Mark) Zhang, Haroon Khan, Mark A. Robertson
2008 J jnl
Automatic medical image annotation and retrieval.
Neurocomputing
Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma
2008 A* conf
Clustering on Complex Graphs.
AAAI
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu, Tianbing Xu
2008 A* conf
Dirichlet Process Based Evolutionary Clustering.
ICDM
Tianbing Xu, Zhongfei (Mark) Zhang, Philip S. Yu, Bo Long
2008 A* conf
Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State.
ICDM
Tianbing Xu, Zhongfei (Mark) Zhang, Philip S. Yu, Bo Long
2008 J jnl
Improving Web search using image snippets.
ACM Trans. Internet Techn.
Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
2008 B conf
Mining Bulletin Board Systems Using Community Generation.
PAKDD
Ming Li, Zhongfei (Mark) Zhang, Zhi-Hua Zhou
2008 A conf
Semi-Supervised Learning Based on Semiparametric Regularization.
SDM
Zhen Guo, Zhongfei (Mark) Zhang, Eric P. Xing, Christos Faloutsos
2008 C conf
Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets.
ISM
Adel Lablack, Zhongfei (Mark) Zhang, Chabane Djeraba
2007 A* conf
A probabilistic framework for relational clustering.
KDD
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
2007 A* conf
Community Learning by Graph Approximation.
ICDM
Bo Long, Xiaoyun Xu, Zhongfei (Mark) Zhang, Philip S. Yu
2007 A* conf
Graph Partitioning Based on Link Distributions.
AAAI
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
2007 A* conf
Relational clustering by symmetric convex coding.
ICML
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip S. Yu
2006 J jnl
A probabilistic semantic model for image annotation and multi-modal image retrieval.
Multim. Syst.
Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, HongJiang Zhang
2006 A conf
Automatic Medical Image Annotation and Retrieval using SEMI-SECC.
ICME
Jian Yao, Zhongfei (Mark) Zhang, Sameer K. Antani, L. Rodney Long, George R. Thoma
2006 J jnl
BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval.
Image Vis. Comput.
Ruofei Zhang, Zhongfei (Mark) Zhang
2006 J jnl
Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval.
Multim. Syst.
Arif Ghafoor, Zhongfei (Mark) Zhang, Michael S. Lew, Zhi-Hua Zhou
2006 J jnl
Hierarchical shadow detection for color aerial images.
Comput. Vis. Image Underst.
Jian Yao, Zhongfei (Mark) Zhang
2006 A* conf
Improve Web Search Using Image Snippets.
AAAI
Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
2006 A* conf
Spectral clustering for multi-type relational data.
ICML
Bo Long, Zhongfei (Mark) Zhang, Xiaoyun Wu, Philip S. Yu
2006 A* conf
Unsupervised learning on k-partite graphs.
KDD
Bo Long, Xiaoyun Wu, Zhongfei (Mark) Zhang, Philip S. Yu
2005 A* conf
A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva.
ICCV
Ruofei Zhang, Zhongfei (Mark) Zhang, Mingjing Li, Wei-Ying Ma, HongJiang Zhang
2005 A* conf
Co-clustering by block value decomposition.
KDD
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
2005 A* conf
Combining Multiple Clusterings by Soft Correspondence.
ICDM
Bo Long, Zhongfei (Mark) Zhang, Philip S. Yu
2005 — conf
Comparing various algorithms for discovering social groups with uni-party data.
Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security
John J. Salerno, Raymond A. Cardillo, Zhongfei (Mark) Zhang
2005 J jnl
FAST: Toward more effective and efficient image retrieval.
Multim. Syst.
Ruofei Zhang, Zhongfei (Mark) Zhang
2005 A* conf
Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning.
ICCV
Jian Yao, Zhongfei (Mark) Zhang
2005 — conf
Semi-Supervised Learning Based Object Detection in Aerial Imagery.
CVPR (1)
Jian Yao, Zhongfei (Mark) Zhang
2004 — conf
A Bayesian Framework for Automatic Concept Discovery in Image Collections.
ICPR (2)
Ruofei Zhang, Zhongfei (Mark) Zhang
2004 J jnl
A Robust Color Object Analysis Approach to Efficient Image Retrieval.
EURASIP J. Adv. Signal Process.
Ruofei Zhang, Zhongfei (Mark) Zhang
2004 A* conf
A data mining approach to modeling relationships among categories in image collection.
KDD
Ruofei Zhang, Zhongfei (Mark) Zhang, Sandeep Khanzode
2004 — conf
A multimodal approach to time-invariant scene retrieval from single overhead image.
Multimedia Information Retrieval
Jian Yao, Zhongfei (Mark) Zhang, Lijun Yin
2004 — conf
Hidden Semantic Concept Discovery in Region Based Image Retrieval.
CVPR (2)
Ruofei Zhang, Zhongfei (Mark) Zhang
2004 — conf
Region Based a-Semantics Graph Driven Image Retrieval.
ICPR (4)
Ruofei Zhang, Sandeep Khanzode, Zhongfei (Mark) Zhang
2004 A conf
Semantic repository modeling in image database.
ICME
Ruofei Zhang, Zhongfei (Mark) Zhang, Zhongyuan Qin
2004 — conf
Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval.
ECCV (3)
Ruofei Zhang, Zhongfei (Mark) Zhang
2004 — conf
Systematic Static Shadow Detection.
ICPR (2)
Jian Yao, Zhongfei (Mark) Zhang
2003 B conf
"Automatic" Multimodal Medical Image Fusion.
CBMS
Zhongfei (Mark) Zhang, Jian Yao, Saeed Bajwa, Thomas Gudas
2003 — conf
A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying.
Web Intelligence
Ruofei Zhang, Zhongfei (Mark) Zhang, Jian Yao
2003 — conf
Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously.
Multimedia Information Retrieval
Ruofei Zhang, Zhongfei (Mark) Zhang
2003 A* conf
Applying data mining in investigating money laundering crimes.
KDD
Zhongfei (Mark) Zhang, John J. Salerno, Philip S. Yu
2003 — conf
Person Name Identification in Chinese Documents Using Finite State Automata.
IAT
Bing Shen, Zhongfei (Mark) Zhang, Chunfa Yuan
2001 B conf
A Web-Based Multimedia Diabetes Mellitus Education Tool for School Nurses.
CBMS
Zhongfei (Mark) Zhang, Paul E. Knudson, Ruth S. Weinstock, Suzanne Meyer
2001 B conf
IBMAS: An Internet Based Medical Archive System.
CBMS
Zhongfei (Mark) Zhang, Guangbiao Pu, Andrzej Król
2000 — conf
Applications of Image Understanding in Semantics-Oriented Multimedia Information Retrieval.
ISMSE
Zhongfei (Mark) Zhang, Rohini K. Srihari, Aibing Rao
1999 J jnl
Exploiting Multimodal Context in Image Retrieval.
Libr. Trends
Rohini K. Srihari, Zhongfei (Mark) Zhang