Zhongfei Zhang

Neurocomputing, February, 2024

2023

Deeply-Recursive Attention Network for video steganography.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., December, 2023

COREN: Multi-Modal Co-Occurrence Transformer Reasoning Network for Image-Text Retrieval.

[BibT_eX]

[DOI]

Neural Process. Lett., October, 2023

A new knowledge-guided multi-objective optimisation for the multi-AGV dispatching problem in dynamic production environments.

[BibT_eX]

[DOI]

Int. J. Prod. Res., September, 2023

HimGNN: a novel hierarchical molecular graph representation learning framework for property prediction.

[BibT_eX]

[DOI]

Briefings Bioinform., September, 2023

Knowledge Distillation Classifier Generation Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., June, 2023

Zero-shot classification with unseen prototype learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., June, 2023

Complementary Calibration: Boosting General Continual Learning With Collaborative Distillation and Self-Supervision.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Enhancing Drug-Drug Interaction Prediction Using Deep Attention Neural Networks.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

AI's 10 to Watch, 2022.

[BibT_eX]

[DOI]

Jürgen Dix

IEEE Intell. Syst., 2023

Dense Affinity Matching for Few-Shot Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Context Interaction Network for Few-Shot Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Scale Similarity Aggregation for Dynamic Metric Learning.

[BibT_eX]

[DOI]

Dingyi Zhang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Stable Prediction on Graphs with Agnostic Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the KDD'23 Workshop on Causal Discovery, 2023

Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Task-Oriented High-Order Context Graph Networks for Few-Shot Human-Object Interaction Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Semantic-Guided Class-Imbalance Learning Model for Zero-Shot Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

Efficient Relational Sentence Ordering Network.

[BibT_eX]

[DOI]

Baiyun Cui

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Sparsity-control ternary weight networks.

[BibT_eX]

[DOI]

Neural Networks, 2022

Hierarchical Correlations Replay for Continual Learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Local spatial alignment network for few-shot learning.

[BibT_eX]

[DOI]

Neurocomputing, 2022

JSENet: A deep convolutional neural network for joint image super-resolution and enhancement.

[BibT_eX]

[DOI]

Neurocomputing, 2022

META-DDIE: predicting drug-drug interaction events with few-shot learning.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

Training a Lightweight ViT Network for Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Multi-Proxy Learning from an Entropy Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Deep Causal Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Video-Grounded Dialogues with Joint Video and Image Training.

[BibT_eX]

[DOI]

Hangyu Zhang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Personalized Education: Blind Knowledge Distillation.

[BibT_eX]

[DOI]

Jian Zheng

Proceedings of the Computer Vision - ECCV 2022, 2022

Deep Hybrid Models for Out-of-Distribution Detection.

[BibT_eX]

[DOI]

Senqi Cao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Reducing Flipping Errors in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Local-Global Memory Neural Network for Medication Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Multitask Non-Autoregressive Model for Human Motion Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Efficient Person Search via Expert-Guided Knowledge Distillation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Coordinating Experience Replay: A Harmonious Experience Retention approach for Continual Learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Reweighting and information-guidance networks for Few-Shot Learning.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Joint structured pruning and dense knowledge distillation for efficient transformer model compression.

[BibT_eX]

[DOI]

Baiyun Cui

Neurocomputing, 2021

Stable Prediction on Graphs with Agnostic Distribution Shift.

[BibT_eX]

[DOI]

CoRR, 2021

Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition.

[BibT_eX]

[DOI]

CoRR, 2021

Comprehensive Knowledge Distillation with Causal Intervention.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Graph-Free Knowledge Distillation for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning with Retrospection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Attention-Aware Multi-Task Convolutional Neural Networks.

[BibT_eX]

[DOI]

Kejie Lyu

IEEE Trans. Image Process., 2020

Improved prototypical networks for few-Shot learning.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Multi-modal generative adversarial network for zero-shot learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Full-Resolution Correspondence Learning for Image Translation.

[BibT_eX]

[DOI]

CoRR, 2020

An Embarrassingly Simple Approach to Training Ternary Weight Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Locally Linear Region Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Collective Learning: Learning Optimal Inputs and Weights Jointly in Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Metric Learning with Spherical Embedding.

[BibT_eX]

[DOI]

Dingyi Zhang

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SBAT: Video Captioning with Sparse Boundary-Aware Transformer.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Is the Meta-Learning Idea Able to Improve the Generalization of Deep Neural Networks on the Standard Supervised Learning?

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Stacked Pooling for Boosting Scale Invariance of Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Dual Low-Rank Multimodal Fusion.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

BERT-enhanced Relational Sentence Ordering Network.

[BibT_eX]

[DOI]

Baiyun Cui

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Episode-Based Prototype Generating Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Attentive Semantic Preservation Network for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

A Survey of Multi-View Representation Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

User-Ranking Video Summarization With Multi-Stage Spatio-Temporal Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Zero-Shot Learning via Latent Space Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2019

Recurrent convolutional video captioning with global and local attention.

[BibT_eX]

[DOI]

Tao Jin

Neurocomputing, 2019

Meta-Transfer Networks for Zero-Shot Learning.

[BibT_eX]

[DOI]

Yunlong Yu

Jungong Han

CoRR, 2019

A Semantics-Guided Class Imbalance Learning Model for Zero-Shot Classification.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Network Representations Learning: An Edge-Centric Perspective.

[BibT_eX]

[DOI]

Wen Zhang

Proceedings of the Knowledge Science, Engineering and Management, 2019

Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Fine-tune BERT with Sparse Self-Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Text Guided Person Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning a Key-Value Memory Co-Attention Matching Network for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Scalable Distributed Nonnegative Matrix Factorization with Block-Wise Updates.

[BibT_eX]

[DOI]

Jiangtao Yin

Lixin Gao

IEEE Trans. Knowl. Data Eng., 2018

Deep Air Learning: Interpolation, Prediction, and Feature Analysis of Fine-Grained Air Quality.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Body Structure Aware Deep Crowd Counting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Transductive Zero-Shot Learning With a Self-Training Dictionary Approach.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2018

Multimodal Deep Embedding via Hierarchical Grounded Compositional Semantics.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Perceiving Physical Equation by Observing Visual Scenarios.

[BibT_eX]

[DOI]

CoRR, 2018

Bi-Adversarial Auto-Encoder for Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance.

[BibT_eX]

[DOI]

CoRR, 2018

Stacked Semantic-Guided Attention Model for Fine-Grained Zero-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Stacked Semantics-Guided Attention Model for Fine-Grained Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multi-label Triplet Embeddings for Image Annotation from User-Generated Tags.

[BibT_eX]

[DOI]

Zachary Seymour

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Image Annotation Retrieval with Text-Domain Label Denoising.

[BibT_eX]

[DOI]

Zachary Seymour

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Celeb-500K: A Large Training Dataset for Face Recognition.

[BibT_eX]

[DOI]

Jiajiong Cao

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Deep Attentive Sentence Ordering Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning.

[BibT_eX]

[DOI]

Jiajiong Cao

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Relative Attribute Learning with Deep Attentive Cross-image Representation.

[BibT_eX]

[DOI]

Zeshang Zhang

Proceedings of The 10th Asian Conference on Machine Learning, 2018

TVT: Two-View Transformer Network for Video Captioning.

[BibT_eX]

[DOI]

Proceedings of The 10th Asian Conference on Machine Learning, 2018

Multi-Channel Pyramid Person Matching Network for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning With Incomplete Labels.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

FR-ANet: A Face Recognition Guided Facial Attribute Classification Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Bag-of-Discriminative-Words (BoDW) Representation via Topic Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Hierarchical Contextual Attention Recurrent Neural Network for Map Query Suggestion.

[BibT_eX]

[DOI]

Wenwu Zhu

IEEE Trans. Knowl. Data Eng., 2017

Learning Bregman Distance Functions for Structural Learning to Rank.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Data-Dependent Label Distribution Learning for Age Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Zero-shot learning with Multi-Battery Factor Analysis.

[BibT_eX]

[DOI]

Signal Process., 2017

Joint entity-relation knowledge embedding via cost-sensitive learning.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

Manifold regularized cross-modal embedding for zero-shot learning.

[BibT_eX]

[DOI]

Inf. Sci., 2017

A Deep Learning Approach for Expert Identification in Question Answering Communities.

[BibT_eX]

[DOI]

Chen Zheng

CoRR, 2017

Research on optimization allocation of manufacturing resource services in the cloud environment.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

Boosted Zero-Shot Learning with Semantic Correlation Regularization.

[BibT_eX]

[DOI]

Te Pi

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

S3Pool: Pooling with Stochastic Spatial Sampling.

[BibT_eX]

[DOI]

Rogério Schmidt Feris

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Text Coherence Analysis Based on Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Pyramid Person Matching Network for Person Re-identification.

[BibT_eX]

[DOI]

Proceedings of The 9th Asian Conference on Machine Learning, 2017

Structural Correspondence Learning for Cross-Lingual Sentiment Classification with One-to-Many Mappings.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Learning with Feature Network and Label Network Simultaneously.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Bayesian Multi-Task Relationship Learning with Link Structure.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Multimodal Data Mining in a Multimedia Database Based on Structured Max Margin Learning.

[BibT_eX]

[DOI]

Eric P. Xing

Christos Faloutsos

ACM Trans. Knowl. Discov. Data, 2016

Learning of Multimodal Representations With Random Walks on the Click Graph.

[BibT_eX]

[DOI]

Yong Rui

IEEE Trans. Image Process., 2016

Joint Multilabel Classification With Community-Aware Label Graph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Deep Learning Driven Visual Path Prediction From a Single Image.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Structure-Aware Slow Feature Analysis for Age Estimation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Online Metric-Weighted Linear Representations for Robust Visual Tracking.

[BibT_eX]

[DOI]

Chunhua Shen

Anthony R. Dick

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Visual search reranking with RElevant Local Discriminant Analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2016

LSTM-in-LSTM for generating long descriptions of images.

[BibT_eX]

[DOI]

Comput. Vis. Media, 2016

Generative Adversarial Networks as Variational Training of Energy Based Models.

[BibT_eX]

[DOI]

Yu Cheng

Rogério Schmidt Feris

CoRR, 2016

Multi-View Representation Learning: A Survey from Shallow Methods to Deep Methods.

[BibT_eX]

[DOI]

CoRR, 2016

Zero-Shot Learning with Multi-Battery Factor Analysis.

[BibT_eX]

[DOI]

CoRR, 2016

Attention Based Recurrent Neural Networks for Online Advertising.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Doubly Convolutional Neural Networks.

[BibT_eX]

[DOI]

Yu Cheng

Weining Lu

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks.

[BibT_eX]

[DOI]

Keng-hao Chang

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Semantics-Aware Deep Correspondence Structure Learning for Robust Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Self-Paced Boost Learning for Classification.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Multi-View Learning with Limited and Noisy Tagging.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Deep Structured Energy Based Models for Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 33nd International Conference on Machine Learning, 2016

Semisupervised Autoencoder for Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Learning with Marginalized Corrupted Features and Labels Together.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Probabilistic Word Selection via Topic Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Joint Structural Learning to Rank with Deep Linear Feature Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Cross-Modal Learning to Rank via Latent Joint Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Weakly Semi-Supervised Deep Learning for Multi-Label Image Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2015

Multimedia Retrieval via Deep Learning to Rank.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

E-commerce business model mining and prediction.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2015

Deep learning driven blockwise moving object detection with binary scene modeling.

[BibT_eX]

[DOI]

Fei Wu

Liming Zhao

Neurocomputing, 2015

Tracking news article evolution by dense subgraph learning.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Distributed cross-media multiple binary subspace learning.

[BibT_eX]

[DOI]

Chenyi Zhang

Int. J. Multim. Inf. Retr., 2015

Manifold Regularized Discriminative Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Multimodal Skipgram Using Convolutional Pseudowords.

[BibT_eX]

[DOI]

Zachary Seymour

CoRR, 2015

Dropout Training of Matrix Factorization and Autoencoder for Link Prediction in Sparse Graphs.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Marginal Fisher Regression Classification for Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Sketch the Storyline with CHARCOAL: A Non-Parametric Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Convex Approximation to the Integral Mixture Models Using Step Functions.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Sensor network partitioning based on homogeneity.

[BibT_eX]

[DOI]

Yi Xu

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Structured Embedding via Pairwise Relations and Long-Range Interactions in Knowledge Base.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Context-Aware Hypergraph Construction for Robust Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

A Two-Level Topic Model Towards Knowledge Discovery from Citation Networks.

[BibT_eX]

[DOI]

Shenghuo Zhu

Yun Chi

Yihong Gong

IEEE Trans. Knowl. Data Eng., 2014

A Regularized Approach for Geodesic-Based Semisupervised Multimanifold Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Scientific articles recommendation with topic regression and relational matrix factorization.

[BibT_eX]

[DOI]

J. Zhejiang Univ. Sci. C, 2014

Editorial of the special issue on cross-media analysis.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2014

Scalable Nonnegative Matrix Factorization with Block-wise Updates.

[BibT_eX]

[DOI]

Jiangtao Yin

Lixin Gao

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Cross Domain Shared Subspace Learning for Unsupervised Transfer Classification.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Distributed Binary Subspace Learning on large-scale cross media data.

[BibT_eX]

[DOI]

Chenyi Zhang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Structural Bregman Distance Functions Learning to Rank with Self-Reinforcement.

[BibT_eX]

[DOI]

Te Pi

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

A survey of appearance models in visual object tracking.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2013

Visual Tracking With Spatio-Temporal Dempster-Shafer Information Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2013

A low rank structural large margin method for cross-modal ranking.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Discriminative Transfer Learning on Manifold.

[BibT_eX]

[DOI]

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Cross-media semantic representation via bi-directional learning to rank.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Learning with limited and noisy tagging.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Multi-Task Learning with Gaussian Matrix Generalized Inverse Gaussian Model.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

Scientific articles recommendation.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Discriminative feature selection for multi-view cross-domain learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Coordinate Ranking Regularized Non-negative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the 2nd IAPR Asian Conference on Pattern Recognition, 2013

2012

Generative Models for Evolutionary Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2012

Single and Multiple Object Tracking Using Log-Euclidean Riemannian Subspace and Block-Division Appearance Model.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Societally connected multimedia across cultures.

[BibT_eX]

[DOI]

J. Zhejiang Univ. Sci. C, 2012

Overlapping community detection combining content and link.

[BibT_eX]

[DOI]

Zhouzhou He

J. Zhejiang Univ. Sci. C, 2012

Guest Editors' Introduction: Special Section on Connected Multimedia.

[BibT_eX]

[DOI]

Ramesh C. Jain

J. Multim., 2012

The heterogeneous feature selection with structural sparsity for multimedia annotation and hashing: a survey.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2012

Unsupervised Ensemble Learning for Mining Top-n Outliers.

[BibT_eX]

[DOI]

Jun Gao

Ou Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Multi-view learning from imperfect tagging.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Simultaneously Combining Multi-view Multi-label Learning with Maximum Margin Classification.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Geodesic Based Semi-supervised Multi-manifold Feature Extraction.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Mining noisy tagging from multi-label space.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Recognition of adult images, videos, and web page bags.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2011

RKOF: Robust Kernel-Based Local Outlier Detection.

[BibT_eX]

[DOI]

Jun Gao

Xiaoqin Zhang

Ou Wu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Mining partially annotated images.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Pattern change discovery between high dimensional data sets.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

A Holistic, In-Compression Approach to Mining Independent Motion Segments for Massive Surveillance Video Collections.

[BibT_eX]

[DOI]

Haroon Khan

Proceedings of the Video Search and Mining, 2010

Multimedia Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Heat Kernel Based Local Binary Pattern for Face Representation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2010

A general framework for relation graph clustering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

Robust object tracking using a spatial pyramid heat kernel structural information representation.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Linear discriminant analysis using rotational invariant L<sub>1</sub> norm.

[BibT_eX]

[DOI]

Neurocomputing, 2010

A Multiple-Instance Learning Based Approach to Multimodal Data Mining.

[BibT_eX]

[DOI]

Jia-Yu Pan

Int. J. Digit. Libr. Syst., 2010

Overview of ACM international workshop on connected multimedia.

[BibT_eX]

[DOI]

Ramesh C. Jain

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Unsupervised Learning from Linked Documents.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Local Outlier Detection Based on Kernel Regression.

[BibT_eX]

[DOI]

Jun Gao

Wei Li

Ou Wu

Proceedings of the 20th International Conference on Pattern Recognition, 2010

A Topic Model for Linked Documents and Update Rules for its Estimation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Machine Learning Approaches to Link-Based Clustering.

[BibT_eX]

[DOI]

Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009

A latent topic model for linked documents.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Towards developing a unified multimodal image retrieval framework.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Knowledge Discovery from Citation Networks.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Spectral Graph Partitioning Based on a Random Walk Diffusion Similarity Measure.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2009

2008

Improving Web search using image snippets.

[BibT_eX]

[DOI]

Xiao-Bing Xue

ACM Trans. Internet Techn., 2008

Editorial: Introduction to the Special Issue on Multimedia Data Mining.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2008

Automatic medical image annotation and retrieval.

[BibT_eX]

[DOI]

Sameer K. Antani

L. Rodney Long

George R. Thoma

Neurocomputing, 2008

A Holistic, In-Compression Approach to Video Segmentation for Independent Motion Detection.

[BibT_eX]

[DOI]

Haroon Khan

Mark A. Robertson

EURASIP J. Adv. Signal Process., 2008

A General Model for Multiple View Unsupervised Learning.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Semi-Supervised Learning Based on Semiparametric Regularization.

[BibT_eX]

[DOI]

Eric P. Xing

Christos Faloutsos

Proceedings of the SIAM International Conference on Data Mining, 2008

Mining Bulletin Board Systems Using Community Generation.

[BibT_eX]

[DOI]

Ming Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Robust foreground segmentation based on two effective background models.

[BibT_eX]

[DOI]

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Supervised Learning for Head Pose Estimation Using SVD and Gabor Wavelets.

[BibT_eX]

[DOI]

Adel Lablack

Chabane Djeraba

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Multiclass spectral clustering based on discriminant analysis.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Evolutionary Clustering by Hierarchical Dirichlet Process with Hidden Markov State.

[BibT_eX]

[DOI]

Tianbing Xu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Dirichlet Process Based Evolutionary Clustering.

[BibT_eX]

[DOI]

Tianbing Xu

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Robust Visual Tracking Based on an Effective Appearance Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2008

Visual tracking via incremental Log-Euclidean Riemannian subspace learning.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Trajectory-Based Video Retrieval Using Dirichlet Process Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

Clustering on Complex Graphs.

[BibT_eX]

[DOI]

Tianbing Xu

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Effective Image Retrieval Based on Hidden Concept Discovery in Image Database.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2007

A probabilistic framework for relational clustering.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Enhanced max margin learning on multimodal data mining in a multimedia database.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Relational clustering by symmetric convex coding.

[BibT_eX]

[DOI]

Xiaoyun Wu

Proceedings of the Machine Learning, 2007

A Max Margin Framework on Image Annotation and Multimodal Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Corner Detection of Contour Images using Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2007

Community Learning by Graph Approximation.

[BibT_eX]

[DOI]

Xiaoyun Xu

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Robust Visual Tracking Based on Incremental Tensor Subspace Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Graph Partitioning Based on Link Distributions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

KDD/MDM 2006: The 7<sup>th</sup> KDD Multimedia Data Mining workshop report.

[BibT_eX]

[DOI]

SIGKDD Explor., 2006

A probabilistic semantic model for image annotation and multi-modal image retrieval.

[BibT_eX]

[DOI]

Mingjing Li

Wei-Ying Ma

HongJiang Zhang

Multim. Syst., 2006

Guest Editors' introduction to the special issue: machine learning approaches to multimedia information retrieval.

[BibT_eX]

[DOI]

Arif Ghafoor

Michael S. Lew

Multim. Syst., 2006

BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval.

[BibT_eX]

[DOI]

Image Vis. Comput., 2006

Hierarchical shadow detection for color aerial images.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2006

Joint categorization of queries and clips for web-based video search.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

Unsupervised learning on k-partite graphs.

[BibT_eX]

[DOI]

Xiaoyun Wu

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Spectral clustering for multi-type relational data.

[BibT_eX]

[DOI]

Xiaoyun Wu

Proceedings of the Machine Learning, 2006

Automatic Medical Image Annotation and Retrieval using SEMI-SECC.

[BibT_eX]

[DOI]

Sameer K. Antani

L. Rodney Long

George R. Thoma

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Automatic Medical Image Annotation and Retrieval Using SECC.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

Improve Web Search Using Image Snippets.

[BibT_eX]

[DOI]

Xiao-Bing Xue

Proceedings of the Proceedings, 2006

2005

FAST: Toward more effective and efficient image retrieval.

[BibT_eX]

[DOI]

Multim. Syst., 2005

Co-clustering by block value decomposition.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Image Database Classification based on Concept Vector Model.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Combining Multiple Clusterings by Soft Correspondence.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva.

[BibT_eX]

[DOI]

Mingjing Li

Wei-Ying Ma

HongJiang Zhang

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Object Detection in Aerial Imagery Based on Enhanced Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Comparing various algorithms for discovering social groups with uni-party data.

[BibT_eX]

[DOI]

John J. Salerno

Raymond A. Cardillo

Proceedings of the Data Mining, 2005

Semi-Supervised Learning Based Object Detection in Aerial Imagery.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

A Robust Color Object Analysis Approach to Efficient Image Retrieval.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2004

A multimodal approach to time-invariant scene retrieval from single overhead image.

[BibT_eX]

[DOI]

Lijun Yin

Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

A data mining approach to modeling relationships among categories in image collection.

[BibT_eX]

[DOI]

Sandeep Khanzode

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A Bayesian Framework for Automatic Concept Discovery in Image Collections.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Region Based a-Semantics Graph Driven Image Retrieval.

[BibT_eX]

[DOI]

Sandeep Khanzode

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Systematic Static Shadow Detection.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Semantic repository modeling in image database.

[BibT_eX]

Zhongyuan Qin

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Exploiting the cognitive synergy between different media modalities in multimodal information retrieval.

[BibT_eX]

Jun Ohya

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Cognitive bridge between haptic impressions and texture images for subjective image retrieval.

[BibT_eX]

Yuichi Kobayashi

Jun Ohya

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2004

Discovering social groups without having relational data.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

Hidden Semantic Concept Discovery in Region Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Knowledge Supervised Perceptual Grouping Based Qualitative Building Detection from Monocular Aerial Images.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2003

A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

Applying data mining in investigating money laundering crimes.

[BibT_eX]

[DOI]

John J. Salerno

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Person Name Identification in Chinese Documents Using Finite State Automata.

[BibT_eX]

[DOI]

Bing Shen

Chunfa Yuan

Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Using data mining techniques for building fusion models.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

"Automatic" Multimodal Medical Image Fusion.

[BibT_eX]

[DOI]

Saeed Bajwa

Thomas Gudas

Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

2002

Subspace morphing theory for appearance based object identification.

[BibT_eX]

[DOI]

Pattern Recognit., 2002

A Clustering Based Approach to Efficient Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Mining Surveillance Video for Independent Motion Detection.

[BibT_eX]

[DOI]

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

2001

IBMAS: An Internet Based Medical Archive System.

[BibT_eX]

[DOI]

Guangbiao Pu

Andrzej Król

Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

A Web-Based Multimedia Diabetes Mellitus Education Tool for School Nurses.

[BibT_eX]

[DOI]

Paul E. Knudson

Ruth S. Weinstock

Suzanne Meyer

Proceedings of the 14th IEEE Symposium on Computer-Based Medical Systems (CBMS 2001), 2001

2000

Intelligent Indexing and Semantic Retrieval of Multimodal Documents.

[BibT_eX]

[DOI]

Inf. Retr., 2000

Show&Tell: A Semi-Automated Image Annotation System.

[BibT_eX]

[DOI]

IEEE Multim., 2000

Applications of Image Understanding in Semantics-Oriented Multimedia Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2000 International Symposium on Multimedia Software Engineering, 2000

WebSSQL - A Query Language for Multimedia Web Documents.

[BibT_eX]

[DOI]

Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000

1999

Indexing and Retrieval, SIGIR'99 Workshop Summary.

[BibT_eX]

[DOI]

SIGIR Forum, 1999

Exploiting Multimodal Context in Image Retrieval.

[BibT_eX]

[DOI]

Libr. Trends, 1999

Visual servoing control of autonomous robot calibration and navigation.

[BibT_eX]

[DOI]

J. Field Robotics, 1999

Face Detection and Its Applications in Intelligent and Focused Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

Spatial Color Histograms for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

1998

Multimedia Indexing and Retrieval, Summary Report.

[BibT_eX]

[DOI]

SIGIR Forum, 1998

Identifying human faces in general appearances.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Finding Pictures in Context.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Information Analysis and Retrieval, 1998

1997

Obstacle Detection Based on Qualitative and Quantitative 3D Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 1997

1994

Qualitative obstacle detection.

[BibT_eX]

[DOI]

Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993

Automatic Calibration and Visual Servoing for a Robot Navigation System.

[BibT_eX]

[DOI]

Proceedings of the 1993 IEEE International Conference on Robotics and Automation, 1993

1991

Feature matching in 360° waveforms for robot navigation.

[BibT_eX]

[DOI]