Changshui Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Accurate Forgetting for Heterogeneous Federated Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CLAP: Collaborative Adaptation for Patchwork Learning.

[BibT_eX]

[DOI]

Sen Cui

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learned ISTA with Error-Based Thresholding for Adaptive Sparse Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Abstraction-of-Thought Makes Language Models Better Reasoners.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

CLOMO: Counterfactual Logical Modification with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Bipartite Ranking Fairness Through a Model Agnostic Ordering Adjustment.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

Automatically Predicting Material Properties with Microscopic Images: Polymer Miscibility as an Example.

[BibT_eX]

[DOI]

J. Chem. Inf. Model., October, 2023

Where you edit is what you get: Text-guided image editing with region-based attention.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

A survey on machine learning from few samples.

[BibT_eX]

[DOI]

Pattern Recognit., July, 2023

Searching for Network Width With Bilaterally Coupled Network.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Automatically Predict Material Properties with Microscopic Image Example Polymer Compatibility.

[BibT_eX]

[DOI]

CoRR, 2023

Faithful Question Answering with Monte-Carlo Planning.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Structured BFGS Method for Optimal Doubly Stochastic Matrix Approximation.

[BibT_eX]

[DOI]

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

2022

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

CoDriver ETA: Combine Driver Information in Estimated Time of Arrival by Driving Style Learning Auxiliary Task.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Learning Event Extraction From a Few Guideline Examples.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

VD-PCR: Improving visual dialog with pronoun coreference resolution.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Self-Reinforcing Unsupervised Matching.

[BibT_eX]

[DOI]

Jiang Lu

Lei Li

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

Model-Protected Multi-Task Learning.

[BibT_eX]

[DOI]

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

Recent Advances in Large Margin Learning.

[BibT_eX]

[DOI]

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

Editorial: Cross-Modal Learning: Adaptivity, Prediction and Interaction.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, 2022

Joint Spatial-Temporal and Appearance Modeling with Transformer for Multiple Object Tracking.

[BibT_eX]

[DOI]

CoRR, 2022

Relational Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2022

A Machine Learning Method for Material Property Prediction: Example Polymer Compatibility.

[BibT_eX]

[DOI]

CoRR, 2022

Leaf vein segmentation with self-supervision.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2022

Synergy-of-Experts: Collaborate to Improve Adversarial Robustness.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

DyViSE: Dynamic Vision-Guided Speaker Embedding for Audio-Visual Speaker Diarization.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

Rethinking Audio-Visual Synchronization for Active Speaker Detection.

[BibT_eX]

[DOI]

You Zhang

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Collaboration Equilibrium in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Data Agnostic Filter Gating For Efficient Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Leveraging Sparse Coding for EEG Based Emotion Recognition in Shooting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ViTAS: Vision Transformer Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

GreedyNASv2: Greedier Search with a Greedy Path Filter.

[BibT_eX]

[DOI]

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

2021

Robust Few-Shot Learning for User-Provided Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Deep Likelihood Network for Image Restoration With Multiple Degradation Levels.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

DiFNet: Densely High-Frequency Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2021

DCR: Disentangled component representation for sketch generation.

[BibT_eX]

[DOI]

Zhong Cao

Sen Cui

Pattern Recognit. Lett., 2021

Adversarial Margin Maximization Networks.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

On Connections Between Regularizations for Improving DNN Robustness.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2021

Correcting the User Feedback-Loop Bias for Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Fair and Consistent Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Collaborate.

[BibT_eX]

[DOI]

CoRR, 2021

Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

Vision Transformer Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2021

The Definitions of Interpretability and Learning of Interpretable Models.

[BibT_eX]

[DOI]

Weishen Pan

CoRR, 2021

Sill-Net: Feature Augmentation with Separated Illumination Representation.

[BibT_eX]

[DOI]

CoRR, 2021

Preshooting Electroencephalographic Activity of Professional Shooters in a Competitive State.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2021

ReSSL: Relational Self-Supervised Learning with Weak Augmentation.

[BibT_eX]

[DOI]

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

Addressing Algorithmic Disparity and Performance Inconsistency in Federated Learning.

[BibT_eX]

[DOI]

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

Workshop on Model Mining.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Explaining Algorithmic Fairness Through Fairness-Aware Causal Path Decomposition.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

CollageNet: Fusing arbitrary melody and accompaniment into a coherent song.

[BibT_eX]

[DOI]

Christodoulos Benetatos

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Policy-Driven Attack: Learning to Query for Hard-label Black-box Adversarial Examples.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Locally Free Weight Sharing for Network Width Search.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Weakly Supervised Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Learning with Privileged Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

FMA-ETA: Estimating Travel Time Entirely Based on FFN with Attention.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

A Trans-regional Online and Offline Fusion Lab Teaching Practice Through Cross-university Cooperation.

[BibT_eX]

[DOI]

Yanpin Ren

Proceedings of the IEEE Frontiers in Education Conference, 2021

Exophoric Pronoun Resolution in Dialogues with Topic Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

BCNet: Searching for Network Width With Bilaterally Coupled Network.

[BibT_eX]

[DOI]

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

Prioritized Architecture Sampling With Monto-Carlo Tree Search.

[BibT_eX]

[DOI]

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

Learning a Proposal Classifier for Multiple Object Tracking.

[BibT_eX]

[DOI]

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

2020

Compressing Deep Neural Networks With Sparse Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Automatically Design Convolutional Neural Networks by Optimization With Submodularity and Supermodularity.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Deep Gesture Video Generation With Learning on Regions of Interest.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Zero-shot Handwritten Chinese Character Recognition with hierarchical decomposition embedding.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Intention-Related Natural Language Grounding via Object Affordance Detection and Intention Semantic Extraction.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, 2020

Explicitly Learning Topology for Differentiable Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2020

Extreme Value Preserving Networks.

[BibT_eX]

[DOI]

Mingjie Sun

Jianguo Li

CoRR, 2020

Data Agnostic Filter Gating for Efficient Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Fast Approximations of Sparse Nonlinear Regression.

[BibT_eX]

[DOI]

CoRR, 2020

Learning from Very Few Samples: A Survey.

[BibT_eX]

[DOI]

CoRR, 2020

xOrder: A Model Agnostic Post-Processing Framework for Achieving Ranking Fairness While Maintaining Algorithm Utility.

[BibT_eX]

[DOI]

CoRR, 2020

Fusion Recurrent Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

When Counterpoint Meets Chinese Folk Melodies.

[BibT_eX]

[DOI]

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

Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space.

[BibT_eX]

[DOI]

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

Diversity in Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting.

[BibT_eX]

[DOI]

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

Road Network Metric Learning for Estimated Time of Arrival.

[BibT_eX]

[DOI]

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

Semismooth Newton Algorithm for Efficient Projections onto ℓ1, ∞-norm Ball.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Sparse Coding with Gated Learned ISTA.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Adversarial Attacks on Deep Unfolded Networks for Sparse Coding.

[BibT_eX]

[DOI]

Yulu Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

An Overview of Signal Processing Engineering Education in China.

[BibT_eX]

[DOI]

Proceedings of the IEEE Frontiers in Education Conference, 2020

GreedyNAS: Towards Fast One-Shot NAS With Greedy Supernet.

[BibT_eX]

[DOI]

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

Boosting Semantic Human Matting With Coarse Annotations.

[BibT_eX]

[DOI]

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

Few Sample Knowledge Distillation for Efficient Network Compression.

[BibT_eX]

[DOI]

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

Reborn Filters: Pruning Convolutional Neural Networks with Limited Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

An Accelerated Linearly Convergent Stochastic L-BFGS Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training.

[BibT_eX]

[DOI]

Hu Liu

IEEE Trans. Multim., 2019

Audio-Visual Deep Clustering for Speech Separation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Hierarchical automatic curriculum learning: Converting a sparse reward navigation task into dense reward.

[BibT_eX]

[DOI]

Nan Jiang

Sheng Jin

Neurocomputing, 2019

Attention Based Visual Analysis for Fast Grasp Planning With a Multi-Fingered Robotic Hand.

[BibT_eX]

[DOI]

Frontiers Neurorobotics, 2019

Deep Likelihood Network for Image Restoration with Multiple Degradations.

[BibT_eX]

[DOI]

CoRR, 2019

Subspace Attack: Exploiting Promising Subspaces for Query-Efficient Black-box Attacks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Image Captioning with Partially Rewarded Imitation Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues.

[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

2018

Image-Text Surgery: Efficient Concept Learning in Image Captioning by Generating Pseudopairs.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Optimizing Top-k Multiclass SVM via Semismooth Newton Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

On the Generalization Ability of Online Gradient Descent Algorithm Under the Quadratic Growth Condition.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Top Downloads in IEEE Xplore [Reader's Choice].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2018

A New Anchor-Labeling Method For Oriented Text Detection Using Dense Detection Framework.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Listen and Look: Audio-Visual Matching Assisted Speech Source Separation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2018

Attribute-Based Synthetic Network (ABS-Net): Learning more from pseudo feature representations.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Leveraging mixed and incomplete outcomes via reduced-rank modeling.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2018

Deep transformer: A framework for 2D text image rectification from planar transformations.

[BibT_eX]

[DOI]

Jie Hu

Neurocomputing, 2018

Robust finite mixture regression for heterogeneous targets.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

Knowledge Distillation from Few Samples.

[BibT_eX]

[DOI]

CoRR, 2018

DeepDefense: Training Deep Neural Networks with Improved Robustness.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Defense: Training DNNs with Improved Adversarial Robustness.

[BibT_eX]

[DOI]

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

Connectionist Temporal Classification with Maximum Entropy Regularization.

[BibT_eX]

[DOI]

Hu Liu

Sheng Jin

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

Sparse DNNs with Improved Adversarial Robustness.

[BibT_eX]

[DOI]

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

Boosting Few-Shot Image Recognition Via Domain Alignment Prototypical Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Deep Generative Adversarial Networks for the Sparse Signal Denoising.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Multi-Scale Recurrent Neural Network for Sound Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Hands-On Learning Through Racing: Signal processing and engineering education through the China National Collegiate Intelligent Model Car Competition.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

Special Article Series on Signal Processing Education via Hands-On and Design Projects [From the Guest Editors].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2017

A faster cutting plane algorithm with accelerated line search for linear SVM.

[BibT_eX]

[DOI]

Dejun Chu

Qing Tao

Pattern Recognit., 2017

Aligning Where to See and What to Tell: Image Captioning with Region-Based Attention and Scene-Specific Contexts.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Current trends in the development of intelligent unmanned autonomous systems.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2017

Preface.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2017

Fast Branch Convolutional Neural Network for Traffic Sign Recognition.

[BibT_eX]

[DOI]

IEEE Intell. Transp. Syst. Mag., 2017

Weakly- and Semi-Supervised Object Detection with Expectation-Maximization Algorithm.

[BibT_eX]

[DOI]

CoRR, 2017

Zero-Shot Learning by Generating Pseudo Feature Representations.

[BibT_eX]

[DOI]

CoRR, 2017

An in-field automatic wheat disease diagnosis system.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2017

Metric learning based data augmentation for environmental sound classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2017

Rare Chinese character recognition by Radical Extraction Network.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Robust text image alignment with template for information retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Learning Efficient Convolutional Networks through Network Slimming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep ranking: Triplet MatchNet for music metric learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

End-to-end Chinese text recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization.

[BibT_eX]

[DOI]

Hu Liu

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

2016

Real-Time Traffic Light Detection With Adaptive Background Suppression Filter.

[BibT_eX]

[DOI]

Zhengxia Zou

IEEE Trans. Intell. Transp. Syst., 2016

Location Signatures That You Don't See: Highlights from the IEEE Signal Processing Cup 2016 Student Competition [SP Education].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2016

DeepFish: Accurate underwater live fish recognition with a deep architecture.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Online kernel learning with nearly constant support vectors.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Cyborg Intelligence: Recent Progress and Future Directions.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2016

A DNN Framework For Text Image Rectification From Planar Transformations.

[BibT_eX]

[DOI]

Jie Hu

CoRR, 2016

Learning with only multiple instance positive bags.

[BibT_eX]

[DOI]

Zhigang Wang

Zeng-Shun Zhao

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Poster Paper: Predicting Seizures from Electroencephalography Recordings: A Knowledge Transfer Strategy.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

Predicting Seizures from Electroencephalography Recordings: A Knowledge Transfer Strategy.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016

2015

Dependent Online Kernel Learning With Constant Number of Random Fourier Features.

[BibT_eX]

[DOI]

Zhen Hu

IEEE Trans. Neural Networks Learn. Syst., 2015

Sparse Unmixing of Hyperspectral Data Using Spectral A Priori Information.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

Relaxed sparse eigenvalue conditions for sparse estimation via non-convex regularized regression.

[BibT_eX]

[DOI]

Zheng Pan

Pattern Recognit., 2015

Large-scale eigenvector approximation via Hilbert Space Embedding Nyström.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

A novel unsupervised approach to discovering regions of interest in traffic images.

[BibT_eX]

[DOI]

Pattern Recognit., 2015

Incremental multiple instance outlier detection.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2015

Solving one-class problem with outlier examples by SVM.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Damping proximal coordinate descent algorithm for non-convex regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Tree-based compact hashing for approximate nearest neighbor search.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Image Deblurring with Coupled Dictionary Learning.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2015

Aligning where to see and what to tell: image caption with region-based attention and scene factorization.

[BibT_eX]

[DOI]

CoRR, 2015

A Real-Time Hand Pose Estimation System with Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Visual Tracking via Part-Based Model with Auxiliary Objects.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Systems, 2015

Graph-Based Semi-Supervised Learning on Evolutionary Data.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques, 2015

Automatic Methods for Screening and Assessing Scoliosis by 2-D Digital Images.

[BibT_eX]

[DOI]

Weishen Pan

Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

2014

Traffic Sign Recognition With Hinge Loss Trained Convolutional Neural Networks.

[BibT_eX]

[DOI]

Junqi Jin

Kun Fu

IEEE Trans. Intell. Transp. Syst., 2014

Regularized Tree Partitioning and Its Application to Unsupervised Image Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Multiple rank multi-linear SVM for matrix data classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Learning high-dimensional correspondence via manifold learning and local approximation.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

Single Remote Sensing Image Dehazing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Special issue on the Sino-foreign-interchange workshop on intelligence science and intelligent data engineering.

[BibT_eX]

[DOI]

Yanning Zhang

Zhi-Hua Zhou

Neurocomputing, 2014

Efficient Sparse Recovery via Adaptive Non-Convex Regularizers with Oracle Property.

[BibT_eX]

[DOI]

Rong Jin

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Domain Transfer via Multiple Sources Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Seeing the Arrow of Time.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Hand segmentation with metric learning superpixels.

[BibT_eX]

[DOI]

Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

Training Deep Belief Network with Sparse Hidden Units.

[BibT_eX]

[DOI]

Zhen Hu

Wenzheng Hu

Proceedings of the Pattern Recognition - 6th Chinese Conference, 2014

Exploiting the Limits of Structure Learning via Inherent Symmetry.

[BibT_eX]

[DOI]

Peng He

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

Non-Asymptotic Analysis of Relational Learning with One Network.

[BibT_eX]

[DOI]

Peng He

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

On the Sample Complexity of Random Fourier Features for Online Learning: How Many Random Fourier Features Do We Need?

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Robust non-negative matrix factorization via joint sparse and graph regularization for transfer learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2013

Multi-stage multi-task feature learning.

[BibT_eX]

[DOI]

Jieping Ye

J. Mach. Learn. Res., 2013

Learning a subspace for clustering via pattern shrinking.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2013

A Theory of High-dimensional Sparse Estimation via Non-Convex Regularized Regression.

[BibT_eX]

[DOI]

Zheng Pan

CoRR, 2013

SVM-SVDD: A New Method to Solve Data Description Problem with Negative Examples.

[BibT_eX]

[DOI]

Zhigang Wang

Zeng-Shun Zhao

Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Methods for Photomosaic Generation Based on Different Image Similarity and Division Strategies.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

Robust non-negative matrix factorization via joint sparse and graph regularization.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

A General Iterative Shrinkage and Thresholding Algorithm for Non-convex Regularized Optimization Problems.

[BibT_eX]

[DOI]

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

Efficient blind separation of reflection layers with nonparametric transformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Music playlist prediction via detecting song moods.

[BibT_eX]

[DOI]

Zhiqiang Zhang

Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

High-dimensional Inference via Lipschitz Sparsity-Yielding Regularizers.

[BibT_eX]

[DOI]

Zheng Pan

Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

Automatic Elements Extraction of Chinese Web News Using Prior Information of Content and Structure.

[BibT_eX]

[DOI]

Chengru Song

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

2012

Discriminative Least Squares Regression for Multiclass Classification and Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2012

Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Image deblurring with matrix regression and gradient evolution.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Efficient Nonnegative Matrix Factorization via projected Newton method.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Blind Separation of Superimposed Moving Images Using Image Statistics.

[BibT_eX]

[DOI]

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

A general framework for transfer sparse subspace learning.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2012

Gabor face recognition by multi-channel classifier fusion of supervised kernel manifold learning.

[BibT_eX]

[DOI]

Neurocomputing, 2012

A brief introduction to the special issue for ISNN2010.

[BibT_eX]

[DOI]

Liqing Zhang

James Tin-Yau Kwok

Neurocomputing, 2012

Efficient Superimposition Recovering Algorithm

[BibT_eX]

[DOI]

CoRR, 2012

Robust multi-task feature learning.

[BibT_eX]

[DOI]

Jieping Ye

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Learning similarity metric with SVM.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Efficient Multi-Stage Conjugate Gradient for Trust Region Step.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Regression Reformulations of LLE and LTSA With Locally Linear Transformation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2011

Guest Editorial Introduction to the Special Issue on Pattern Recognition Technologies for Anti-Terrorism Applications.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part C, 2011

Unsupervised Large Margin Discriminative Projection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Semisupervised Learning Using Negative Labels.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Interactive Image Segmentation With Multiple Linear Reconstructions in Windows.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2011

Active learning with adaptive regularization.

[BibT_eX]

[DOI]

Shuicheng Yan

Pattern Recognit., 2011

Semi-supervised ranking aggregation.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2011

Multitask Bregman clustering.

[BibT_eX]

[DOI]

Jianwen Zhang

Neurocomputing, 2011

Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Mining interlacing manifolds in high dimensional spaces.

[BibT_eX]

[DOI]

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Topic model with constrainted word burstiness intensities.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A Fast Dual Projected Newton Method for l1-Regularized Least Squares.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Patterns classification of nonlinear multi-dimensional time series based on manifold learning.

[BibT_eX]

[DOI]

Jian Cheng

Yi-Nan Guo

Proceedings of the Seventh International Conference on Natural Computation, 2011

Solve JIGSAW puzzle problems with Co-Normalization.

[BibT_eX]

[DOI]

Shaoze Lei

Proceedings of the 17th International Conference on Digital Signal Processing, 2011

2010

Linear time maximum margin clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

TurboPixel Segmentation Using Eigen-Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2010

Multiple Fundamental Frequency Estimation by Modeling Spectral Peaks and Non-Peak Regions.

[BibT_eX]

[DOI]

Bryan Pardo

IEEE Trans. Speech Audio Process., 2010

Interactive localized content based image retrieval with multiple-instance active learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

A multilevel approach for learning from labeled and unlabeled data on graphs.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Multiple view semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Semi-Supervised Classification via Local Spline Regression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2010

A general graph-based semi-supervised learning with novel class discovery.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2010

Collaborative Learning by Boosting in Distributed Environments.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2010

A general kernelization framework for learning algorithms based on kernel PCA.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Boosting with pairwise constraints.

[BibT_eX]

[DOI]

Qutang Cai

Neurocomputing, 2010

Learning Kernels with Radiuses of Minimum Enclosing Balls.

[BibT_eX]

[DOI]

Guangyun Chen

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Evolutionary hierarchical dirichlet processes for multiple correlated time-varying corpora.

[BibT_eX]

[DOI]

Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Homotopy Regularization for Boosting.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Learning to rank tags.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Compressed Learning with Regular Concept.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 21st International Conference, 2010

Learning Discriminative Piecewise Linear Models with Boundary Points.

[BibT_eX]

[DOI]

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

What if the Irresponsible Teachers Are Dominating?

[BibT_eX]

[DOI]

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

2009

Block-Quantized Support Vector Ordinal Regression.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Trace Ratio Problem Revisited.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Nonlinear Dimensionality Reduction with Local Spline Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2009

Clustering with Local and Global Regularization.

[BibT_eX]

[DOI]

Tao Li

IEEE Trans. Knowl. Data Eng., 2009

Interactive Natural Image Segmentation via Spline Regression.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2009

Learning an Orthogonal and Smooth Subspace for Image Classification.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2009

marginFace: A novel face recognition method by average neighborhood margin maximization.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Fast nonlinear autocorrelation algorithm for source separation.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Extracting the optimal dimensionality for local tensor discriminant analysis.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Semi-supervised orthogonal discriminant analysis via label propagation.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Front-view vehicle detection by Markov chain Monte Carlo method.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Stable local dimensionality reduction approaches.

[BibT_eX]

[DOI]

Pattern Recognit., 2009

Linear Neighborhood Propagation and Its Applications.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Semi-supervised discriminative classification with application to tumorous tissues segmentation of MR brain images.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2009

Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations.

[BibT_eX]

[DOI]

Neural Process. Lett., 2009

Embedding new data points for manifold learning via coordinate propagation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2009

A new approach to discover interlacing data structures in high-dimensional space.

[BibT_eX]

[DOI]

Tao Ban

Shigeo Abe

J. Intell. Inf. Syst., 2009

Collaborative filtering using orthogonal nonnegative matrix tri-factorization.

[BibT_eX]

[DOI]

Gang Chen

Inf. Process. Manag., 2009

Analysis of classification margin for classification accuracy with applications.

[BibT_eX]

[DOI]

Qutang Cai

Chunyi Peng

Neurocomputing, 2009

Graph-based semi-supervised learning.

[BibT_eX]

[DOI]

Artif. Life Robotics, 2009

Multiple Kernel Clustering.

[BibT_eX]

[DOI]

James T. Kwok

Proceedings of the SIAM International Conference on Data Mining, 2009

Efficient Active Learning with Boosting.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2009

A fast mean-field method for large-scale high-dimensional data and its application in colonic polyp detection at CT colonography.

[BibT_eX]

[DOI]

Ronald M. Summers

Proceedings of the International Joint Conference on Neural Networks, 2009

On-line Evolutionary Exponential Family Mixture.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Knowledge Transfer on Hybrid Graph.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Spectral Embedded Clustering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Semi-Supervised Classification on Evolutionary Data.

[BibT_eX]

[DOI]

Shuicheng Yan

Proceedings of the IJCAI 2009, 2009

Selecting Informative Universum Sample for Semi-Supervised Learning.

[BibT_eX]

[DOI]

Shuo Chen

Proceedings of the IJCAI 2009, 2009

Compressed Spectral Clustering.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Maximum Margin Clustering with Multivariate Loss Function.

[BibT_eX]

[DOI]

James Tin-Yau Kwok

Proceedings of the ICDM 2009, 2009

Probabilistic Labeled Semi-supervised SVM.

[BibT_eX]

[DOI]

Mingjie Qian

Proceedings of the ICDM Workshops 2009, 2009

Sparse Norm-Regularized Reconstructive Coefficients Learning.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Kernel K-means Based Framework for Aggregate Outputs Classification.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Beyond Banditron: A Conservative and Efficient Reduction for Online Multiclass Prediction with Bandit Setting Model.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2009, 2009

Unsupervised Maximum Margin Feature Selection with manifold regularization.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Blind separation of superimposed images with unknown motions.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Efficient multi-label classification with hypergraph regularization.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Efficient multi-class unlabeled constrained semi-supervised SVM.

[BibT_eX]

[DOI]

Mingjie Qian

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Instance- and bag-level manifold regularization for aggregate outputs classification.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Semisupervised Learning Based on Generalized Point Charge Models.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Content-Based Information Fusion for Semi-Supervised Music Genre Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2008

Label Propagation through Linear Neighborhoods.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Unsupervised Single-Channel Music Source Separation by Average Harmonic Structure Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2008

Semi-supervised sub-manifold discriminant analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2008

Learning a Mahalanobis distance metric for data clustering and classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Contour graph based human tracking and action sequence recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

The random electrode selection ensemble for EEG signal classification.

[BibT_eX]

[DOI]

Yue Lu

Pattern Recognit., 2008

A unified framework for semi-supervised dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

MACBSE: Extracting signals with linear autocorrelations.

[BibT_eX]

[DOI]

Dan Zhang

Neurocomputing, 2008

Efficient Maximum Margin Clustering via Cutting Plane Algorithm.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Semi-Supervised Classification with Universum.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Semi-Supervised Clustering via Matrix Factorization.

[BibT_eX]

[DOI]

Tao Li

Proceedings of the SIAM International Conference on Data Mining, 2008

Semi-supervised Multi-label Learning by Solving a Sylvester Equation.

[BibT_eX]

[DOI]

Proceedings of the SIAM International Conference on Data Mining, 2008

Transferred Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Distortion-Free Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Finding image exemplars using fast sparse affinity propagation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Cuts3vm: a fast semi-supervised svm algorithm.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Collective Annotation of Music from Multiple Semantic Categories.

[BibT_eX]

[DOI]

Lie Lu

Proceedings of the ISMIR 2008, 2008

Local Regularized Least-Square Dimensionality Reduction.

[BibT_eX]

[DOI]

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

Efficient multiclass maximum margin clustering.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2008

Audio tonality mode classification without tonic annotations.

[BibT_eX]

[DOI]

Lie Lu

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Localized content based image retrieval by multiple instance active learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Learning distance metric for semi-supervised image segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Augmented tree partitioning for interactive image segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

Equivalence Knowledge Mass and Approximate Reasoning in -Logic (I).

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Maximum Margin Embedding.

[BibT_eX]

[DOI]

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

Active model selection for Graph-Based Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Towards optimal query design for relevance feedback in image retrieval.

[BibT_eX]

[DOI]

Jingyu Cui

Proceedings of the IEEE International Conference on Acoustics, 2008

Cost-sensitive boosting algorithms as gradient descent.

[BibT_eX]

[DOI]

Qu-Tang Cai

Chang-shui Zhang

Proceedings of the IEEE International Conference on Acoustics, 2008

A weighted subspace approach for improving bagging performance.

[BibT_eX]

[DOI]

Qu-Tang Cai

Chunyi Peng

Chang-shui Zhang

Proceedings of the IEEE International Conference on Acoustics, 2008

Normalized tree partitioning for image segmentation.

[BibT_eX]

[DOI]

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

Blindly separating mixtures of multiple layers with spatial shifts.

[BibT_eX]

[DOI]

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

Transductive object cutout.

[BibT_eX]

[DOI]

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

Semi-supervised metric learning by maximizing constraint margin.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Multi-View Local Learning.

[BibT_eX]

[DOI]

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

On Discriminative Semi-Supervised Classification.

[BibT_eX]

[DOI]

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

Semi-supervised Classification Using Local and Global Regularization.

[BibT_eX]

[DOI]

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

Trace Ratio Criterion for Feature Selection.

[BibT_eX]

[DOI]

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

Instance-level Semisupervised Multiple Instance Learning.

[BibT_eX]

[DOI]

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

2007

Blind Source Extraction Using Generalized Autocorrelations.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

The Selective Random Subspace Predictor for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2007

Frequency Recognition Based on Canonical Correlation Analysis for SSVEP-Based BCIs.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2007

An experimental evaluation of ensemble methods for EEG signal classification.

[BibT_eX]

[DOI]

Dan Zhang

Pattern Recognit. Lett., 2007

An evolutionary system for near-regular texture synthesis.

[BibT_eX]

[DOI]

Fei Wu

Jingrui He

Pattern Recognit., 2007

Face recognition using spectral features.

[BibT_eX]

[DOI]

Pattern Recognit., 2007

Semi-Supervised Mean Fields.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Robust self-tuning semi-supervised learning.

[BibT_eX]

[DOI]

Neurocomputing, 2007

Nonlinear innovation to blind source separation.

[BibT_eX]

[DOI]

Neurocomputing, 2007

Semi-blind source extraction for fetal electrocardiogram extraction by combining non-Gaussianity and time-correlation.

[BibT_eX]

[DOI]

Neurocomputing, 2007

Regularized clustering for documents.

[BibT_eX]

[DOI]

Tao Li

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Fast Multilevel Transduction on Graphs.

[BibT_eX]

[DOI]

Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Interactive Visual Object Extraction Based on Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2007

Combining stroke-based and selection-based relevance feedback for content-based image retrieval.

[BibT_eX]

[DOI]

Jingyu Cui

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Neighborhood MinMax Projections.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Generalized Additive Bayesian Network Classifiers.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

A Fixed-Point Algorithm for Blind Separation of Temporally Correlated Sources.

[BibT_eX]

[DOI]

Dan Zhang

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

Multi-Pitch Estimation Based on Partial Event and Support Transfer.

[BibT_eX]

[DOI]

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

Multilevel Belief Propagation for Fast Inference on Markov Random Fields.

[BibT_eX]

[DOI]

Liang Xiong

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

Simultaneous Heterogeneous Data Clustering Based on Higher Order Relationships.

[BibT_eX]

[DOI]

Shouchun Chen

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

Smoothness Maximization via Gradient Descents.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Semi-Supervised Music Genre Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Extracting the Optimal Dimensionality for Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Analysis of Max-Min Eigenvalue of Constrained Linear Combinations of Symmetric Matrices.

[BibT_eX]

[DOI]

Qu-Tang Cai

Chunyi Peng

Chang-shui Zhang

Proceedings of the IEEE International Conference on Acoustics, 2007

Semi-definite Manifold Alignment.

[BibT_eX]

[DOI]

Liang Xiong

Proceedings of the Machine Learning: ECML 2007, 2007

Discriminant Additive Tangent Spaces for Object Recognition.

[BibT_eX]

[DOI]

Liang Xiong

Jianguo Li

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Feature Extraction by Maximizing the Average Neighborhood Margin.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Ranking with semi-supervised distance metric learning and its application to housing potential estimation.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

Localized Content-Based Image Retrieval Using Semi-Supervised Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2007

2006

A bayesian network approach to traffic flow forecasting.

[BibT_eX]

[DOI]

Guoqiang Yu

IEEE Trans. Intell. Transp. Syst., 2006

Generalized Manifold-Ranking-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

Classification of gene-expression data: The manifold-based metric learning way.

[BibT_eX]

[DOI]

Pattern Recognit., 2006

Adaptive feature extraction for EEG signal classification.

[BibT_eX]

[DOI]

Medical Biol. Eng. Comput., 2006

An optimal kernel feature extractor and its application to EEG signal classification.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Gaussian moments for noisy complexity pursuit.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Manifold-Ranking-Based Keyword Propagation for Image Retrieval.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2006

Graph Based Multi-class Semi-supervised Learning Using Gaussian Process.

[BibT_eX]

[DOI]

Proceedings of the Structural, 2006

A Random Walks Method for Text Classification.

[BibT_eX]

[DOI]

Yunpeng Xu

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Estimating Fractal Intrinsic Dimension from the Neighborhood.

[BibT_eX]

[DOI]

Qutang Cai

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Machine Learning Way for Boosting Accuracy in Canonical Correlation Analysis based Frequency Recognition.

[BibT_eX]

[DOI]

Zhonglin Lin

Xiaorong Gao

Proceedings of the International Joint Conference on Neural Networks, 2006

Spline Embedding for Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2006, 2006

Semi-Supervised Classification Using Linear Neighborhood Propagation.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

A Discriminative Method For Semi-Automated Tumorous Tissues Segmentation of MR Brain Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Contour Matching Based on Belief Propagation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Exemplar-Based Human Contour Tracking.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Texture Image Segmentation: An Interactive Framework Based on Adaptive Features and Transductive Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

2005

Active curve axis Gaussian mixture models.

[BibT_eX]

[DOI]

Baibo Zhang

Pattern Recognit., 2005

Exploring the structure of supervised data by Discriminant Isometric Mapping.

[BibT_eX]

[DOI]

Zhonglin Lin

Pattern Recognit., 2005

Visual object recognition using probabilistic kernel subspace similarity.

[BibT_eX]

[DOI]

Pattern Recognit., 2005

Importance Feature Sampling in Random Subspace.

[BibT_eX]

Rongbin Liu

Yinglong Xia

Proceedings of The 2005 International Conference on Computer Vision, 2005

Separation of Music Signals by Harmonic Structure Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Learning No-Reference Quality Metric by Examples.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Graph based multi-modality learning.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM International Conference on Multimedia, 2005

Finite Mixture Models with Negative Components.

[BibT_eX]

[DOI]

Baibo Zhang

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

A New Approach to Human Motion Sequence Recognition with Application to Diving Actions.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Mixture Random Effect Model Based Meta-analysis for Medical Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2005

Multiple random walk and its application in content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

Boosting GMM and Its Two Applications.

[BibT_eX]

[DOI]

Naijiang Lu

Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Separation of Voice and Music by Harmonic Structure Stability Analysis.

[BibT_eX]

[DOI]

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

On the Scale-Free Intersection Graphs.

[BibT_eX]

[DOI]

Proceedings of the Computational Science and Its Applications, 2005

Assessing features for electroencephalographic signal categorization.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Boosting Web Image Search by Co-Ranking.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Multi-view EM Algorithm for Finite Mixture Models.

[BibT_eX]

[DOI]

Yunpeng Xu

Proceedings of the Pattern Recognition and Data Mining, 2005

A Bayesian Method for High-Frequency Restoration of Low Sample-Rate Speech.

[BibT_eX]

[DOI]

Yunpeng Xu

Naijiang Lu

Proceedings of the Pattern Recognition and Data Mining, 2005

Spectral Clustering for Time Series.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Data Mining, 2005

Traffic Flow Forecasting Using a Spatio-temporal Bayesian Network Predictor.

[BibT_eX]

[DOI]

Yi Zhang

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Type-I Topological Logic C1I and Approximate Reasoning.

[BibT_eX]

[DOI]

Yalin Zheng

Xin Yao

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Type II Topological Logic C1T and Approximate Reasoning.

[BibT_eX]

[DOI]

Yalin Zheng

Yinglong Xia

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

On the On-line Learning Algorithms for EEG Signal Classification in Brain Computer Interfaces.

[BibT_eX]

[DOI]

Naijiang Lu

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Network Game and Boosting.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2005, 2005

Fault-Tolerant EM Algorithm for GMM in Sensor Networks.

[BibT_eX]

Proceedings of The 2005 International Conference on Data Mining, 2005

Network Boosting for BCI Applications.

[BibT_eX]

[DOI]

Zhonglin Lin

Proceedings of the Discovery Science, 8th International Conference, 2005

Learning On-Line Classification via Decorrelated LMS Algorithm: Application to Brain-Computer Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Discovery Science, 8th International Conference, 2005

A Unified Optimization Based Learning Method for Image Retrieval.

[BibT_eX]

[DOI]

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

Fingerprint Ridge Line Extraction Based on Tracing and Directional Feedback.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Erratum to "Distance metric learning by knowledge embedding" [Pattern Recognition 37(1)161-163(2004)].

[BibT_eX]

[DOI]

David Zhang

Pattern Recognit., 2004

Distance metric learning by knowledge embedding.

[BibT_eX]

[DOI]

David Zhang

Pattern Recognit., 2004

Competitive EM algorithm for finite mixture models.

[BibT_eX]

[DOI]

Baibo Zhang

Pattern Recognit., 2004

Reconstruction and analysis of multi-pose face images based on nonlinear dimensionality reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

Extended Nearest Feature Line Classifier.

[BibT_eX]

[DOI]

Yonglei Zhou

Jingchun Wang

Proceedings of the PRICAI 2004: Trends in Artificial Intelligence, 2004

Classification of Digital Photos Taken by Photographers or Home Users.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Automatic Peak Number Detection in Image Symmetry Analysis.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Pseudo Relevance Feedback Based on Iterative Probabilistic One-Class SVMs in Web Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Manifold-ranking based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Conference on Multimedia, 2004

Mean version space: a new active learning method for content-based image retrieval.

[BibT_eX]

[DOI]

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

Short-Term Traffic Flow Forecasting Using Expanded Bayesian Network for Incomplete Data.

[BibT_eX]

[DOI]

Guoqiang Yu

Proceedings of the Advances in Neural Networks, 2004

A New Adaptive Self-Organizing Map.

[BibT_eX]

[DOI]

Fai Wong

Proceedings of the Advances in Neural Networks, 2004

Learning the Supervised NLDR Mapping for Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks, 2004

Session Identification Based on Time Interval in Web Log Mining.

[BibT_eX]

[DOI]

Like Zhuang

Proceedings of the Intelligent Information Processing II, 2004

Classifier Combination based on Active Learning.

[BibT_eX]

[DOI]

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

Relevant Linear Feature Extraction Using Side-information and Unlabeled Data.

[BibT_eX]

[DOI]

Fei Wu

Yonglei Zhou

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

W-Boost and Its Application to Web Image Classification.

[BibT_eX]

[DOI]

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

Probabilistic tangent subspace: a unified view.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Multi-view EM algorithm and its application to color image segmentation.

[BibT_eX]

[DOI]

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

Blur detection for digital images using wavelet transform.

[BibT_eX]

[DOI]

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

No-reference quality assessment for JPEG2000 compressed images.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Symmetry feature in content-based image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2004 International Conference on Image Processing, 2004

Switching ARIMA model based forecasting for traffic flow.

[BibT_eX]

[DOI]

Guoqiang Yu

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Mamdanian logic.

[BibT_eX]

[DOI]

Yalin Zheng

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Active Morphable Model: An Efficient Method for Face Analysis.

[BibT_eX]

[DOI]

Xun Xu

Thomas S. Huang

Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Bayesian Network Methods for Traffic Flow Forecasting with Incomplete Data.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2004, 2004

Tunable Nearest Neighbor Classifier.

[BibT_eX]

[DOI]

Yonglei Zhou

Jingchun Wang

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003

Kernel GMM and its application to image binarization.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Clustering in Knowledge Embedded Space.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2003, 2003

Color Image Segmentation: Kernel Do the Feature Space.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning: ECML 2003, 2003

A Multi-agent Based approach to Modelling and Rendering of 3D Tree Bark Textures.

[BibT_eX]

[DOI]

Ban Tao

Shu Wei

Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

Discovery of Relationships between Interests from Bulletin Board System by Dissimilarity Reconstruction.

[BibT_eX]

[DOI]

Ban Tao

Proceedings of the Discovery Science, 6th International Conference, 2003

An Analytical Mapping for LLE and Its Application in Multi-Pose Face Synthesis.

[BibT_eX]

[DOI]

Jun Wang

Proceedings of the British Machine Vision Conference, 2003

Kernel Trick Embedded Gaussian Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Learning Theory, 14th International Conference, 2003

2002

Hierarchical Shape Modeling for Automatic Face Localization.

[BibT_eX]

[DOI]

Ce Liu

Heung-Yeung Shum

Proceedings of the Computer Vision, 2002

2001

Palmprint recognition using crease.

[BibT_eX]

[DOI]

Jun Chen

Gang Rong

Proceedings of the 2001 International Conference on Image Processing, 2001

Automated Cartridge Identification for Firearm Authentication.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

A Two-Step Approach to Hallucinating Faces: Global Parametric Model and Local Nonparametric Model.

[BibT_eX]

[DOI]

Ce Liu

Heung-Yeung Shum

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000

AR model for keystroker verification.

[BibT_eX]

[DOI]

Yanhua Sun

Proceedings of the IEEE International Conference on Systems, 2000

A Novel Algorithm for Rotated Human Face Detection.

[BibT_eX]

[DOI]

Xiao-guang Lv

Jie Zhou

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1998

A fully automated face recognition system under different conditions.

[BibT_eX]

[DOI]

Hui Peng