Liqing Zhang

Orcid: 0000-0001-7597-8503

Affiliations:
  • Shanghai Jiao Tong University, Department of Computer Science and Engineering, China
  • RIKEN Brain Science Institute, Wako, Japan (1997 - 2002)
  • South China University of Technology, Guangzhou, China (1988 - 1997)
  • Zhongshan University, Guangzhou, China (PhD 1988)


According to our database1, Liqing Zhang authored at least 267 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Rethinking Classifier Re-Training in Long-Tailed Recognition: A Simple Logits Retargeting Approach.
CoRR, 2024

Painterly Image Harmonization via Adversarial Residual Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Painterly Image Harmonization by Learning from Painterly Objects.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

WeditGAN: Few-Shot Image Generation via Latent Space Relocation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
From Pixel to Patch: Synthesize Context-Aware Features for Zero-Shot Semantic Segmentation.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Natural Image Matting with Attended Global Context.
J. Comput. Sci. Technol., June, 2023

Diverse image inpainting with disentangled uncertainty.
Pattern Recognit., May, 2023

Delinquent Events Prediction in Temporal Networked-Guarantee Loans.
IEEE Trans. Neural Networks Learn. Syst., April, 2023

Dataset Distillation in Latent Space.
CoRR, 2023

Virtual Accessory Try-On via Keypoint Hallucination.
CoRR, 2023

Deep Image Harmonization in Dual Color Spaces.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Painterly Image Harmonization using Diffusion Model.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Knowledge Proxy Intervention for Deconfounded Video Question Answering.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Image Harmonization with Learnable Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Image Cropping with Spatial-aware Feature and Rank Consistency.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled Representations.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Isometric Manifold Learning Using Hierarchical Flow.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Amodal Instance Segmentation via Prior-Guided Expansion.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Graph Neural Network for Fraud Detection via Spatial-Temporal Attention.
IEEE Trans. Knowl. Data Eng., 2022

Diminishing-feature attack: The adversarial infiltration on visual tracking.
Neurocomputing, 2022

Hallucinating uncertain motion and future for static image action recognition.
Comput. Vis. Image Underst., 2022

Zero-shot sketch-based image retrieval with structure-aware asymmetric disentanglement.
Comput. Vis. Image Underst., 2022

Spatial Transformation for Image Composition via Correspondence Learning.
CoRR, 2022

UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Weak-shot Semantic Segmentation via Dual Similarity Transfer.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Few-shot Image Generation Using Discrete Content Representation.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Deep Video Harmonization With Color Mapping Consistency.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Learning Object Placement via Dual-Path Graph Completion.
Proceedings of the Computer Vision - ECCV 2022, 2022

Human-Centric Image Cropping with Partition-Aware and Content-Preserving Features.
Proceedings of the Computer Vision - ECCV 2022, 2022

STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific Delta.
Proceedings of the Computer Vision - ECCV 2022, 2022

Dual-path Image Inpainting with Auxiliary GAN Inversion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

High-Resolution Image Harmonization via Collaborative Dual Transformations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Visible Watermark Removal with Dynamic Kernel and Semantic-aware Propagation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Inharmonious Region Localization with Auxiliary Style Feature.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Inharmonious Region Localization via Recurrent Self-Reasoning.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Deep Image Harmonization by Bridging the Reality Gap.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Action-Aware Embedding Enhancement for Image-Text Retrieval.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Hard Pixel Mining for Depth Privileged Semantic Segmentation.
IEEE Trans. Multim., 2021

Person Re-Identification With Reinforced Attribute Attention Selection.
IEEE Trans. Image Process., 2021

Memorize, Associate and Match: Embedding Enhancement via Fine-Grained Alignment for Image-Text Retrieval.
IEEE Trans. Image Process., 2021

Depth Privileged Scene Recognition via Dual Attention Hallucination.
IEEE Trans. Image Process., 2021

HYouTube: Video Harmonization Dataset.
CoRR, 2021

OPA: Object Placement Assessment Dataset.
CoRR, 2021

Making Images Real Again: A Comprehensive Survey on Deep Image Composition.
CoRR, 2021

Shadow Generation for Composite Image in Real-world Scenes.
CoRR, 2021

Deep Image Harmonization by Bridging the Reality Gap.
CoRR, 2021

Learn to Walk Across Ages: Motion Augmented Multi-Age Group Gait Video Translation.
IEEE Access, 2021

Human Parsing with Edge Enhancement.
Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Weak-shot Fine-grained Classification via Similarity Transfer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Visible Watermark Removal via Self-calibrated Localization and Background Refinement.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Video Semantic Segmentation via Sparse Temporal Transformer.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

End-to-End Video Object Detection with Spatial-Temporal Transformers.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Static Image Action Recognition with Hallucinated Fine-Grained Motion Information.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Bargainnet: Background-Guided Domain Translation for Image Harmonization.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Inharmonious Region Localization.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Parallel Multi-Resolution Fusion Network for Image Inpainting.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Tensor Decomposition Via Core Tensor Networks.
Proceedings of the IEEE International Conference on Acoustics, 2021

Image Composition Assessment with Saliency-augmented Multi-pattern Pooling.
Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Depth Privileged Object Detection in Indoor Scenes via Deformation Hallucination.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Disentangled Information Bottleneck.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Activity Image-to-Video Retrieval by Disentangling Appearance and Motion.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Image Editing via Segmentation Guided Self-Attention Network.
IEEE Signal Process. Lett., 2020

Multi-mode neural network for human action recognition.
IET Comput. Vis., 2020

DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta.
CoRR, 2020

Knowledge Graph-based Event Embedding Framework for Financial Quantitative Investments.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Adversarial Query-by-Image Video Retrieval Based on Attention Mechanism.
Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

F2GAN: Fusing-and-Filling GAN for Few-shot Image Generation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Context-aware Feature Generation For Zero-shot Semantic Segmentation.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Risk Guarantee Prediction in Networked-Loans.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Matchinggan: Matching-Based Few-Shot Image Generation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Beyond Without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Learning From Web Data With Self-Organizing Memory Module.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DoveNet: Deep Image Harmonization via Domain Verification.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Proposal-Based Approach for Activity Image-to-Video Retrieval.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Image Cropping with Composition and Saliency Aware Aesthetic Score Map.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Zero-Shot Learning via Category-Specific Visual-Semantic Mapping and Label Refinement.
IEEE Trans. Image Process., 2019

BHONEM: Binary High-Order Network Embedding Methods for Networked-Guarantee Loans.
J. Comput. Sci. Technol., 2019

Bi-Directional Domain Translation for Zero-Shot Sketch-Based Image Retrieval.
CoRR, 2019

Deep Image Harmonization via Domain Verification.
CoRR, 2019

Image Harmonization Datasets: HCOCO, HAdobe5k, HFlickr, and Hday2night.
CoRR, 2019

ProtoNet: Learning from Web Data with Memory.
CoRR, 2019

Hard Pixels Mining: Learning Using Privileged Information for Semantic Segmentation.
CoRR, 2019

GAIN: Gradient Augmented Inpainting Network for Irregular Holes.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-person 3D Pose Estimation from Monocular Image Sequences.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Clothes Keypoints Localization and Attribute Recognition via Prior Knowledge.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Dynamic Default Prediction Framework for Networked-guarantee Loans.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Multi-Attribute Transfer via Disentangled Representation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Content-Based Image Retrieval Using Iterative Search.
Neural Process. Lett., 2018

Supervised Dictionary Learning with Smooth Shrinkage for Image Denoising.
Neural Process. Lett., 2018

Extracting hierarchical spatial and temporal features for human action recognition.
Multim. Tools Appl., 2018

Modeling Similarities Among Multi-Dimensional Financial Time Series.
IEEE Access, 2018

Fashion Sensitive Clothing Recommendation Using Hierarchical Collocation Model.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Prediction Defaults for Networked-guarantee Loans.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Recurrent RetinaNet: A Video Object Detection Model Based on Focal Loss.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Attention-Based Network for Cross-View Gait Recognition.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

Learning Temporal Relationships Between Financial Signals.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Exploring Motor Imagery Eeg Patterns for Stroke Patients with Deep Neural Networks.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-Shot Pedestrian Re-Identification via Sequential Decision Making.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Visual Analytics for Networked-Guarantee Loans Risk Management.
Proceedings of the IEEE Pacific Visualization Symposium, 2018

2017
A hybrid approach for risk assessment of loan guarantee network.
CoRR, 2017

Visual analytics for loan guarantee network risk management.
CoRR, 2017

Deep Part-Based Image Feature for Clothing Retrieval.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Pedestrian Counting System Based on Multiple Object Detection and Tracking.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Deep Encoding Features for Instance Retrieval.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Non-blind image deconvolution using deep dual-pathway rectifier neural network.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Bayesian Robust Tensor Factorization for Incomplete Multiway Data.
IEEE Trans. Neural Networks Learn. Syst., 2016

Decoding EEG in Cognitive Tasks With Time-Frequency and Connectivity Masks.
IEEE Trans. Cogn. Dev. Syst., 2016

Tensor Ring Decomposition.
CoRR, 2016

Rectifier Neural Network with a Dual-Pathway Architecture for Image Denoising.
CoRR, 2016

Demand-adaptive Clothing Image Retrieval Using Hybrid Topic Model.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Interactive Image Search for Clothing Recommendation.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Content-Based Image Retrieval Using Deep Search.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Encoding Multi-resolution Two-Stream CNNs for Action Recognition.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Credit Card Fraud Detection Using Convolutional Neural Networks.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Higher-Order Correlation Coefficient Analysis for EEG-Based Brain-Computer Interface.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Statistically Adaptive Image Denoising Based on Overcomplete Topographic Sparse Coding.
Neural Process. Lett., 2015

Separation and Recognition of Electroencephalogram Patterns Using Temporal Independent Component Analysis.
Int. J. Pattern Recognit. Artif. Intell., 2015

Feature learning from incomplete EEG with denoising autoencoder.
Neurocomputing, 2015

Uncorrelated Multiway Discriminant Analysis for Motor Imagery EEG Classification.
Int. J. Neural Syst., 2015

Bayesian Sparse Tucker Models for Dimension Reduction and Tensor Completion.
CoRR, 2015

PPTLens: Create Digital Objects with Sketch Images.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

IdeaPanel: A Large Scale Interactive Sketch-based Image Search System.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Sketch-based Image Retrieval via Shape Words.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Offline Sketch Parsing via Shapeness Estimation.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Object proposal by multi-branch hierarchical segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Content Based Image Search for Clothing Recommendations in E-Commerce.
Proceedings of the Multimedia Data Mining and Analytics - Disruptive Innovation, 2015

2014
Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances.
WIREs Data Mining Knowl. Discov., 2014

Semisupervised Sparse Multilinear Discriminant Analysis.
J. Comput. Sci. Technol., 2014

Multifactor sparse feature extraction using Convolutive Nonnegative Tucker Decomposition.
Neurocomputing, 2014

Selected papers from the 2011 International Conference on Neural Information Processing (ICONIP 2011).
Neurocomputing, 2014

Cardiology knowledge free ECG feature extraction using generalized tensor rank one discriminant analysis.
EURASIP J. Adv. Signal Process., 2014

Robust Bayesian Tensor Factorization for Incomplete Multiway Data.
CoRR, 2014

SmartVisio: Interactive Sketch Recognition with Natural Correction and Editing.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Reconstructable generalized maximum scatter difference discriminant analysis.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Real Time Crowd Counting with Human Detection and Human Tracking.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Sonification for EEG Frequency Spectrum and EEG-Based Emotion Features.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Image Denoising with Rectified Linear Units.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Celebrity Face Image Retrieval Using Multiple Features.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Classification of Stroke Patients' Motor Imagery EEG with Autoencoders in BCI-FES Rehabilitation Training System.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Tensor-variate Gaussian processes regression and its application to video surveillance.
Proceedings of the IEEE International Conference on Acoustics, 2014

Common Spatial-Spectral Boosting Pattern for Brain-Computer Interface.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Uncorrelated Multilinear Nearest Feature Line Analysis.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Sketch Recognition with Natural Correction and Editing.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data.
IEEE Signal Process. Mag., 2013

Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Design of assistive Wheelchair System directly Steered by Human Thoughts.
Int. J. Neural Syst., 2013

Spatial-Spectral Boosting Analysis for Stroke Patients' Motor Imagery EEG in Rehabilitation Training.
CoRR, 2013

A Frequency Boosting Method for Motor Imagery EEG Classification in BCI-FES Rehabilitation Training System.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

UMPCA Based Feature Extraction for ECG.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Optimal Calculation of Tensor Learning Approaches.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013

Motion Deblurring Using Super-Sparsity.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Image Denoising Based on Overcomplete Topographic Sparse Coding.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Causal Neurofeedback Based BCI-FES Rehabilitation for Post-stroke Patients.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Spectral Power Estimation for Unevenly Spaced Motor Imagery Data.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Hidden Markov Model for Action Recognition Using Joint Angle Acceleration.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

Gestalt saliency: Salient region detection based on Gestalt principles.
Proceedings of the IEEE International Conference on Image Processing, 2013

Kernel-based tensor partial least squares for reconstruction of limb movements.
Proceedings of the IEEE International Conference on Acoustics, 2013

Gaussian mixture modeling in stroke patients' rehabilitation EEG data analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Single-trial discrimination of EEG signals for stroke patients: A general multi-way analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A competitive brain computer interface: Multi-person car racing system.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

An EEG diagnosis system for quasi brain death based on complexity and energy analyses.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A 12-lead clinical ECG classification method based on Semi-supervised Discriminant Analysis.
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 2013

A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
A hierarchical latent topic model based on sparse coding.
Neurocomputing, 2012

A brief introduction to the special issue for ISNN2010.
Neurocomputing, 2012

Higher-Order Partial Least Squares (HOPLS): A Generalized Multi-Linear Regression Method
CoRR, 2012

SJTUBCMI at TRECVID 2012: Surveillance Event Detection.
Proceedings of the 2012 TREC Video Retrieval Evaluation, 2012

Guess what you draw: interactive contour-based image retrieval on a million-scale database.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Sketch-based image retrieval on a large scale database.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Sketch2Tag: automatic hand-drawn sketch recognition.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Query-adaptive shape topic mining for hand-drawn sketch recognition.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

ECG Classification Based on Non-cardiology Feature.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012

Combining ERPs and EEG spectral features for decoding intended movement direction.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Free Hand-Drawn Sketch Segmentation.
Proceedings of the Computer Vision - ECCV 2012, 2012

Higher-order PLS for classification of ERPs with application to BCIs.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012

2011
Robust Multifactor Speech Feature Extraction Based on Gabor Analysis.
IEEE ACM Trans. Audio Speech Lang. Process., 2011

An Empirical Comparative Study on Two Large-Scale Hierarchical Text Classification Approaches.
Int. J. Comput. Process. Orient. Lang., 2011

Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Moving Object Detecting System with Phase Discrepancy.
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Contour-Based Large Scale Image Retrieval.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Sparse Coding Image Denoising Based on Saliency Map Weight.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

ECG Classification Using ICA Features and Support Vector Machines.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Feature selection based on Mutual Information in supervised learning.
Proceedings of the Seventh International Conference on Natural Computation, 2011

Edgel index for large-scale sketch-based image search.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Regularized tensor discriminant analysis for single trial EEG classification in BCI.
Pattern Recognit. Lett., 2010

Robust Feature Extraction for Speaker Recognition Based on Constrained Nonnegative Tensor Factorization.
J. Comput. Sci. Technol., 2010

MindFinder: interactive sketch-based image search on millions of images.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Affine Invariant Topic Model for Generic Object Recognition.
Proceedings of the Advances in Neural Networks, 2010

Multi-modal EEG Online Visualization and Neuro-Feedback.
Proceedings of the Advances in Neural Networks, 2010

Spatial-bag-of-features.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A Phase Discrepancy Analysis of Object Motion.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Phase Interval Value Analysis for the Motor Imagery Task in BCI.
J. Circuits Syst. Comput., 2009

Age Classification System with ICA Based Local Facial Features.
Proceedings of the Advances in Neural Networks, 2009

Temporal competitive learning induced in neural networks by spike timing-dependent plasticity.
Proceedings of the International Joint Conference on Neural Networks, 2009

Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains.
Proceedings of the Neural Information Processing, 16th International Conference, 2009

Multilinear generalization of Common Spatial Pattern.
Proceedings of the IEEE International Conference on Acoustics, 2009

Robust speech feature extraction based on Gabor filtering and tensor factorization.
Proceedings of the IEEE International Conference on Acoustics, 2009

Scene Gist: A Holistic Generative Model of Natural Image.
Proceedings of the Computer Vision, 2009

A Novel Hierarchical Model of Attention: Maximizing Information Acquisition.
Proceedings of the Computer Vision, 2009

2008
A Note on Lewicki-Sejnowski Gradient for Learning Overcomplete Representations.
Neural Comput., 2008

Overcomplete topographic independent component analysis.
Neurocomputing, 2008

Auditory Sparse Representation for Robust Speaker Recognition Based on Tensor Structure.
EURASIP J. Audio Speech Music. Process., 2008

Noninvasive BCIs: Multiway Signal-Processing Array Decompositions.
Computer, 2008

Dynamic visual attention: searching for coding length increments.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Multi-Task BCI for Online Game Control.
Proceedings of the Autonomous Systems, 2008

Head Pose Perception Based on Invariance Representation.
Proceedings of the Autonomous Systems, 2008

Robust Speaker Modeling Based on Constrained Nonnegative Tensor Factorization.
Proceedings of the Advances in Neural Networks, 2008

Incremental Common Spatial Pattern algorithm for BCI.
Proceedings of the International Joint Conference on Neural Networks, 2008

Spatiotemporal feature extraction based on invariance representation.
Proceedings of the International Joint Conference on Neural Networks, 2008

Learning Topographic Sparse Coding through Similarity Function.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Nonnegative Tensor PCA and Application to Speaker Recognition in Noise Environments.
Proceedings of the Fourth International Conference on Natural Computation, 2008

Object Recognition with Task Relevant Combined Local Features.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

2007
Blind Deconvolution in Nonminimum Phase Systems Using Cascade Structure.
EURASIP J. Adv. Signal Process., 2007

Temporal and Spatial Features of Single-Trial EEG for Brain-Computer Interface.
Comput. Intell. Neurosci., 2007

Color conceptualization.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

A Hierarchical Generative Model for Overcomplete Topographic Representations in Natural Images.
Proceedings of the International Joint Conference on Neural Networks, 2007

Head Pose Estimation Based on Tensor Factorization.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Subject-Adaptive Real-Time BCI System.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Computational Model for Rotation-Invariant Perception.
Proceedings of the Third International Conference on Natural Computation, 2007

Learning Overcomplete Spatiotemporal Bubbles from Natural Image Sequences.
Proceedings of the Third International Conference on Natural Computation, 2007

An Auditory Neural Feature Extraction Method for Robust Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

Linear Prediction Based Blind Source Extraction Algorithms in Practical Applications.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Perception of Transformation-Invariance in the Visual Pathway.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Bayesian Estimation of Overcomplete Independent Feature Subspaces for Natural Images.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

Saliency Detection: A Spectral Residual Approach.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Multichannel Blind Deconvolution Using a Novel Filter Decomposition Method.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Local Independent Factorization of Natural Scenes.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Two-Stage Blind Deconvolution for V-BLAST OFDM System.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Two-Stage Temporally Correlated Source Extraction Algorithm with Its Application in Extraction of Event-Related Potentials.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

A Time-Dependent Model of Information Capacity of Visual Attention.
Proceedings of the Neural Information Processing, 13th International Conference, 2006

A Two-Stage Based Approach for Extracting Periodic Signals.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005
Stability Analysis of Multichannel Blind Deconvolution.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

Similarity Analysis of DNA Sequences Based on the Relative Entropy.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Blind Clustering of DNA Fragments Based on Kullback-Leibler Divergence.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

2004
Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition.
IEEE Trans. Signal Process., 2004

Self-adaptive blind source separation based on activation functions adaptation.
IEEE Trans. Neural Networks, 2004

Blind source estimation of FIR channels for binary sources: a grouping decision approach.
Signal Process., 2004

EEG Source Localization Using Independent Residual Analysis.
Proceedings of the Advances in Neural Networks, 2004

Temporal Independent Component Analysis for Separating Noisy Signals.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Multichannel Blind Deconvolution of Non-minimum Phase System Using Cascade Structure.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003
Blind Separation and Extraction of Binary Sources.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003

Approximate Maximum Likelihood Source Separation Using the Natural Gradient.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2003

Independent Residual Analysis for Temporally Correlated Signals.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Blind deconvolution of FIR channels with binary sources: a grouping decision approach.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2001
Semiparametric model and superefficiency in blind deconvolution.
Signal Process., 2001

Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

1999
Natural gradient algorithm for blind separation of overdetermined mixture with additive noise.
IEEE Signal Process. Lett., 1999

Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

Blind separation and filtering using state space models.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999

1998
Blind Separation of Filtered Sources Using State-Space Approach.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Two-stage Blind Deconvolution Using State-space Models.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998


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