Yunming Ye

IEEE Trans. Geosci. Remote. Sens., 2025

ZooKT: Task-adaptive knowledge transfer of Model Zoo for few-shot learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2025

PiMMNet: Introducing Multi-Modal Precipitation Nowcasting via a Physics-informed Perspective.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Perceptually Constrained Precipitation Nowcasting Model.

[BibT_eX]

[DOI]

Proceedings of the Forty-second International Conference on Machine Learning, 2025

AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Towards Improved Text-Aligned Codebook Learning: Multi-Hierarchical Codebook-Text Alignment with Long Text.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Sensitivity-Aware Efficient Fine-Tuning via Compact Dynamic-Rank Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Integrating Multi-Source Data for Long Sequence Precipitation Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Toward a Variation-Aware and Interpretable Model for Radar Image Sequence Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, October, 2024

TLS-MWP: A Tensor-Based Long- and Short-Range Convolution for Multiple Weather Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., September, 2024

Spherical Neural Operator Network for Global Weather Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2024

TinyPredNet: A Lightweight Framework for Satellite Image Sequence Prediction.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., May, 2024

Exploring and Exploiting High-Order Spatial-Temporal Dynamics for Long-Term Frame Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2024

MCSDNet: Mesoscale Convective System Detection Network via Multiscale Spatiotemporal Information.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

FHDTIE: Fine-Grained Heterogeneous Data Fusion for Tropical Cyclone Intensity Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Multiscale and Multilevel Feature Fusion Network for Quantitative Precipitation Estimation With Passive Microwave.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Modal Hashing With Feature Semi-Interaction and Semantic Ranking for Remote Sensing Ship Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

A Practical Online Incremental Learning Framework for Precipitation Nowcasting.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

LGCNet: A Cloud Detection Method in Remote Sensing Images Using Local and Global Semantics.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2024

A Multiscale Dual Attention Network for the Automatic Classification of Polar Sea Ice and Open Water Based on Sentinel-1 SAR Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

AMANet: An Adaptive Memory Attention Network for video cloud detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

SVD-AE: An asymmetric autoencoder with SVD regularization for multivariate time series anomaly detection.

[BibT_eX]

[DOI]

Neural Networks, 2024

Facilitating interaction between partial differential equation-based dynamics and unknown dynamics for regional wind speed prediction.

[BibT_eX]

[DOI]

Neural Networks, 2024

AsyncDSB: Schedule-Asynchronous Diffusion Schrödinger Bridge for Image Inpainting.

[BibT_eX]

[DOI]

CoRR, 2024

Prototype Optimization with Neural ODE for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2024

MCSDNet: Mesoscale Convective System Detection Network via Multi-scale Spatiotemporal Information.

[BibT_eX]

[DOI]

CoRR, 2024

Four-hour thunderstorm nowcasting using deep diffusion models of satellite.

[BibT_eX]

[DOI]

CoRR, 2024

LG-VQ: Language-Guided Codebook Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

FRNet: Frequency-based Rotation Network for Long-term Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Codebook Transfer with Part-of-Speech for Vector-Quantized Image Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MetaDiff: Meta-Learning with Conditional Diffusion for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

UNIMEMnet: Learning long-term motion and appearance dynamics for video prediction with a unified memory network.

[BibT_eX]

[DOI]

Neural Networks, November, 2023

Prototype Completion for Few-Shot Learning.

[BibT_eX]

[DOI]

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

PEPNet: A barotropic primitive equations-based network for wind speed prediction.

[BibT_eX]

[DOI]

Neural Networks, October, 2023

On Understanding of Spatiotemporal Prediction Model.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Spatiotemporal prediction in three-dimensional space by separating information interactions.

[BibT_eX]

[DOI]

Appl. Intell., July, 2023

MetaDT: Meta Decision Tree With Class Hierarchy for Interpretable Few-Shot Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2023

NPDN-3D: A 3D neural partial differential network for spatiotemporal prediction.

[BibT_eX]

[DOI]

Pattern Recognit., June, 2023

Correction to: AM-ConvGRU: a spatio-temporal model for typhoon path prediction.

[BibT_eX]

[DOI]

Guangning Xu

Di Xian

Philippe Fournier-Viger

Xiuqing Hu

Neural Comput. Appl., June, 2023

Anchor Assisted Experience Replay for Online Class-Incremental Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., May, 2023

WDMNet: Modeling diverse variations of regional wind speed for multi-step predictions.

[BibT_eX]

[DOI]

Neural Networks, May, 2023

Multisource Heterogeneous Domain Adaptation With Conditional Weighting Adversarial Network.

[BibT_eX]

[DOI]

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

Interpretable local flow attention for multi-step traffic flow prediction.

[BibT_eX]

[DOI]

Neural Networks, April, 2023

Multi-view knowledge graph fusion via knowledge-aware attentional graph neural network.

[BibT_eX]

[DOI]

Appl. Intell., February, 2023

Consistency Center-Based Deep Cross-Modal Hashing for Multisource Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Cross-View Object Geo-Localization in a Local Region With Satellite Imagery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

TRCDNet: A Transformer Network for Video Cloud Detection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Learning Spatial-Temporal Consistency for Satellite Image Sequence Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Adaptive Transfer of Graph Neural Networks for Few-Shot Molecular Property Prediction.

[BibT_eX]

[DOI]

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

Cross-Domain Aspect-Based Sentiment Classification by Exploiting Domain- Invariant Semantic-Primary Feature.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2023

Influential Community Search over Large Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2023

Regularizing autoencoders with wavelet transform for sequence anomaly detection.

[BibT_eX]

[DOI]

Yueyue Yao

Jianghong Ma

Pattern Recognit., 2023

Exploiting Spatial-Temporal Dynamics for Satellite Image Sequence Prediction.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

STGV-Similarity between trend generating vectors: A new sample weighting scheme for stock trend prediction using financial features of companies.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

TFG-Net: Tropical Cyclone Intensity Estimation from a Fine-grained perspective with the Graph convolution neural network.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

HPCR: Holistic Proxy-based Contrastive Replay for Online Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2023

UER: A Heuristic Bias Addressing Approach for Online Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2023

UER: A Heuristic Bias Addressing Approach for Online Continual Learning.

[BibT_eX]

[DOI]

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

Multi-semantic Representation with Transformer Network for Video Classification.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Machine Learning and Computing, 2023

PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

RotDiff: A Hyperbolic Rotation Representation Model for Information Diffusion Prediction.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multisource Data Reconstruction-Based Deep Unsupervised Hashing for Unisource Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Experimental Study on Generative Adversarial Network for Precipitation Nowcasting.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

LWCDnet: A Lightweight Network for Efficient Cloud Detection in Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Convolutional Neural Network-Based Relative Radiometric Calibration Method.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

MSTCGAN: Multiscale Time Conditional Generative Adversarial Network for Long-Term Satellite Image Sequence Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multisensor Fusion and Explicit Semantic Preserving-Based Deep Hashing for Cross-Modal Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

SAF-Net: A spatio-temporal deep learning method for typhoon intensity prediction.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2022

ECDNet: A bilateral lightweight cloud detection network for remote sensing images.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

DynamicNet: A time-variant ODE network for multi-step wind speed prediction.

[BibT_eX]

[DOI]

Neural Networks, 2022

LS-NTP: Unifying long- and short-range spatial correlations for near-surface temperature prediction.

[BibT_eX]

[DOI]

Neural Networks, 2022

AM-ConvGRU: a spatio-temporal model for typhoon path prediction.

[BibT_eX]

[DOI]

Guangning Xu

Di Xian

Philippe Fournier-Viger

Xiuqing Hu

Neural Comput. Appl., 2022

An Energy-Based Generative Adversarial Forecaster for Radar Echo Map Extrapolation.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Better Visual Interpretation for Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

KfreqGAN: Unsupervised detection of sequence anomaly with adversarial learning and frequency domain information.

[BibT_eX]

[DOI]

Yueyue Yao

Jianghong Ma

Knowl. Based Syst., 2022

PredRANN: The spatiotemporal attention Convolution Recurrent Neural Network for precipitation nowcasting.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

GCDB-UNet: A novel robust cloud detection approach for remote sensing images.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Unsupervised deep hashing through learning soft pseudo label for remote sensing image retrieval.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

SPLNet: A sequence-to-one learning network with time-variant structure for regional wind speed prediction.

[BibT_eX]

[DOI]

Inf. Sci., 2022

The reconstitution predictive network for precipitation nowcasting.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Location-Refining neural network: A new deep learning-based framework for Heavy Rainfall Forecast.

[BibT_eX]

[DOI]

Comput. Geosci., 2022

MetaDT: Meta Decision Tree for Interpretable Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2022

SentATN: learning sentence transferable embeddings for cross-domain sentiment classification.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Visual Grounding in Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Hyperbolic Knowledge Transfer with Class Hierarchy for Few-Shot Learning.

[BibT_eX]

[DOI]

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

MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning.

[BibT_eX]

[DOI]

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

2021

PFST-LSTM: A SpatioTemporal LSTM Model With Pseudoflow Prediction for Precipitation Nowcasting.

[BibT_eX]

[DOI]

Chuyao Luo

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

A Novel LSTM Model with Interaction Dual Attention for Radar Echo Extrapolation.

[BibT_eX]

[DOI]

Remote. Sens., 2021

Learn to abstract via concept graph for weakly-supervised few-shot learning.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

An Investigation on Deep Learning Approaches to Combining Nighttime and Daytime Satellite Imagery for Poverty Prediction.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2021

MLCE: A Multi-Label Crotch Ensemble Method for Multi-Label Classification.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2021

SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification.

[BibT_eX]

[DOI]

CoRR, 2021

RAP-Net: Region Attention Predictive Network for Precipitation Nowcasting.

[BibT_eX]

[DOI]

CoRR, 2021

Prototype Completion for Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Prototype Completion With Primitive Knowledge for Few-Shot Learning.

[BibT_eX]

[DOI]

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

2020

Knowledge Guided Capsule Attention Network for Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

TLVANE: a two-level variation model for attributed network embedding.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

A Generative Adversarial Gated Recurrent Unit Model for Precipitation Nowcasting.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2020

A memory network based end-to-end personalized task-oriented dialogue generation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

A probabilistic approach towards an unbiased semi-supervised cluster tree.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

State representation modeling for deep reinforcement learning based recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Top-aware reinforcement learning based recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

A multi-task learning model with adversarial data augmentation for classification of fine-grained images.

[BibT_eX]

[DOI]

Yan Fu

Neurocomputing, 2020

Multi-source Heterogeneous Domain Adaptation with Conditional Weighting Adversarial Network.

[BibT_eX]

[DOI]

CoRR, 2020

MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Inter-sequence Enhanced Framework for Personalized Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2020

Dual-attentional Factorization-Machines based Neural Network for User Response Prediction.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

A Noise Adaptive Model for Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2020

MR-GCN: Multi-Relational Graph Convolutional Networks based on Generalized Tensor Product.

[BibT_eX]

[DOI]

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

Cascade SEIRD: Forecasting the Spread of COVID-19 with Dynamic Parameters Update.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Aligning Users Across Social Networks via Intra and Inter Attentions.

[BibT_eX]

[DOI]

Zhichao Huang

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Enhancing Cross-target Stance Detection with Transferable Semantic-Emotion Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Automatic Cross-City API Matching for Urban Service Collaboration Based on Semantics.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Services Computing, 2020

2019

Road Detection and Centerline Extraction Via Deep Recurrent Convolutional Neural Network U-Net.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Spectral Clustering of Customer Transaction Data With a Two-Level Subspace Weighting Method.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

CPU versus GPU: which can perform matrix computation faster - performance comparison for basic linear algebra subprograms.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

Low-resolution image categorization via heterogeneous domain adaptation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Sentiment analysis through critic learning for optimizing convolutional neural networks with rules.

[BibT_eX]

[DOI]

Neurocomputing, 2019

SGP: a social network sampling method based on graph partition.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Manag., 2019

Anchor Link Prediction across Attributed Networks via Network Embedding.

[BibT_eX]

[DOI]

Entropy, 2019

A Novel KNN Approach for Session-Based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Learning Stance Classification with Recurrent Neural Capsule Network.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Hierarchical Model with Recurrent Convolutional Neural Networks for Sequential Sentence Classification.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Learning Personalized End-to-End Task-Oriented Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Heterogeneous Domain Adaptation via Soft Transfer Network.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Road Detection via Deep Residual Dense U-Net.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

A Comparative Study on Machine Learning Approaches to Thunderstorm Gale Identification.

[BibT_eX]

[DOI]

Proceedings of the 2019 11th International Conference on Machine Learning and Computing, 2019

A Multivariate Time Series Classification Method Based on Self-attention.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computing, 2019

2018

A Dynamic Trust Framework for Opportunistic Mobile Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2018

Locality Reconstruction Models for Book Representation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Hyperspectral Image Classification With Deep Learning Models.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

A new weighting k-means type clustering framework with an l2-norm regularization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Multi-attribute and relational learning via hypergraph regularized generative model.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Block principal component analysis for tensor objects with frequency or time information.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling.

[BibT_eX]

[DOI]

CoRR, 2018

An Adjustable Heat Conduction based KNN Approach for Session-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Cross-Domain Sentiment Classification by Capsule Network With Semantic Rules.

[BibT_eX]

[DOI]

IEEE Access, 2018

Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

2017

Big data analytics for security and criminal investigations.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2017

MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2017

Learning Discriminative Subspace Models for Weakly Supervised Face Detection.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2017

Semi-supervised Collective Classification in Multi-attribute Network Data.

[BibT_eX]

[DOI]

Neural Process. Lett., 2017

Multi-view learning via multiple graph regularized generative model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2017

Block linear discriminant analysis for visual tensor objects with frequency or time information.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2017

Holistic Neural Network for CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Monocular visual-inertial state estimation on 3D large-scale scenes for UAVs navigation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Safety, Security and Rescue Robotics, 2017

Joint Weighted Nonnegative Matrix Factorization for Mining Attributed Graphs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

A generative model with hypergraph regularizers for protein function prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

DeepFM: A Factorization-Machine based Neural Network for CTR Prediction.

[BibT_eX]

[DOI]

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

Multi-roles Graph Based Extractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Representation learning with complete semantic description of knowledge graphs.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017

Detection of Oil Spill Through Fully Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the Geo-Spatial Knowledge and Intelligence - 5th International Conference, 2017

A Graph-Based Push Service Platform.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Low-Rank Tensor Completion with Total Variation for Visual Data Inpainting.

[BibT_eX]

[DOI]

Xiaofei Xu

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

2016

Mining from distributed and abstracted data.

[BibT_eX]

[DOI]

Xiaofeng Zhang

William K. Cheung

WIREs Data Mining Knowl. Discov., 2016

MultiVCRank With Applications to Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

A Triple Wing Harmonium Model for Movie Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2016

Multi-opinion Ring: visualizing and predicting multiple opinion orientations in online social media.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Clustering time-stamped data using multiple nonnegative matrices factorization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Dynamic Clustering Forest: An ensemble framework to efficiently classify textual data stream with concept drift.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Time series k-means: A new k-means type smooth subspace clustering for time series data.

[BibT_eX]

[DOI]

Inf. Sci., 2016

An area-adaptive multi-level layout for social network visualisation.

[BibT_eX]

[DOI]

Xiaolin Du

Yueping Li

Int. J. Comput. Appl. Technol., 2016

BLM-Rank: A Bayesian Linear Method for Learning to Rank and Its GPU Implementation.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2016

A Semi-supervised Clustering Method through Bottleneck Distance Exploration.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Service Science, 2016

Effective Approach to Extract Road Map from Unmanned Aerial Vehicle Videos.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Service Science, 2016

Clothes Advertising by Targeting Principal Actors in Video.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Service Science, 2016

A novel density peak based semi-supervised clustering algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

2015

ML-TREE: A Tree-Structure-Based Approach to Multilabel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

The Author-Topic-Community model for author interest profiling and community discovery.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2015

OpinionRings: Inferring and visualizing the opinion tendency of socially connected users.

[BibT_eX]

[DOI]

Decis. Support Syst., 2015

Protein functional properties prediction in sparsely-label PPI networks through regularized non-negative matrix factorization.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2015

GPUMF: A GPU-Enpowered Collaborative Filtering Algorithm through Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Service Science, 2015

SGP: Sampling Big Social Network Based on Graph Partition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Service Science, 2015

Content-based movie recommending using a Triple Wing Harmonium model.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

A Generative Model with Ensemble Manifold Regularization for Multi-view Clustering.

[BibT_eX]

[DOI]

Shaokai Wang

Raymond Y. K. Lau

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

MLRF: Multi-label Classification Through Random Forest with Label-Set Partition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015

Subspace Model Based Discriminative Instances Selection for Weakly Supervised Object Detection.

[BibT_eX]

[DOI]

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

2014

Extensions of Kmeans-Type Algorithms: A New Clustering Framework by Integrating Intracluster Compactness and Intercluster Separation.

[BibT_eX]

[DOI]

Xiaohui Huang

Haijun Zhang

IEEE Trans. Neural Networks Learn. Syst., 2014

MultiComm: Finding Community Structurein Multi-Dimensional Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

ForesTexter: An efficient random forest algorithm for imbalanced text categorization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Multi-label collective classification via Markov chain based learning method.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

DSKmeans: A new kmeans-type approach to discriminative subspace clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Short Text Classification: A Survey.

[BibT_eX]

[DOI]

J. Multim., 2014

Detecting hot topics from Twitter: A multiview approach.

[BibT_eX]

[DOI]

J. Inf. Sci., 2014

A New Privacy-Preserving Scheme for Continuous Query in Location-Based Social Networking Services.

[BibT_eX]

[DOI]

Eric Ke Wang

Int. J. Distributed Sens. Networks, 2014

Cotransfer Learning Using Coupled Markov Chains with Restart.

[BibT_eX]

[DOI]

Qingyao Wu

IEEE Intell. Syst., 2014

A Probabilistic Generative Model for Mining Cybercriminal Networks from Online Social Media.

[BibT_eX]

[DOI]

Raymond Y. K. Lau

Yunqing Xia

IEEE Comput. Intell. Mag., 2014

Collective prediction of protein functions from protein-protein interaction networks.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

A Generative Model with Network Regularization for Semi-Supervised Collective Classification.

[BibT_eX]

[DOI]

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

A new ensemble method for multi-label data stream classification in non-stationary environment.

[BibT_eX]

[DOI]

Ge Song

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Clustering Based Topic Events Detection on Text Stream.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013

TW-k-Means: Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Multidimensional Latent Semantic Analysis Using Term Spatial Information.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Stratified sampling for feature subspace selection in random forests for high dimensional data.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

An ensemble of decision cluster crotches for classification of high dimensional data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Markov-Miml: A Markov chain-based multi-instance multi-label learning algorithm.

[BibT_eX]

[DOI]

Qingyao Wu

Knowl. Inf. Syst., 2013

A New Social Network Sampling Algorithm Based on Temperature Conduction Model.

[BibT_eX]

[DOI]

J. Softw., 2013

Unknown Chinese word extraction based on variety of overlapping strings.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2013

Post-processing strategies for improving local gene expression pattern analysis.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2013

Cluster tree based multi-label classification for protein function prediction.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

A feature group weighting method for subspace clustering of high-dimensional data.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2012

An Improved Random Forest Classifier for Text Categorization.

[BibT_eX]

[DOI]

J. Comput., 2012

Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

HAR: Hub, Authority and Relevance Scores in Multi-Relational Data for Query Search.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data.

[BibT_eX]

[DOI]

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

Random forest using tree selection method to classify unbalanced data.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Digital Image Processing, 2012

MultiFacTV: Finding modules from higher-order gene expression profiles with time dimension.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012

The Author-Topic-Community Model: A Generative Model Relating Authors' Interests and Their Community Structure.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

2011

A New Vertex Similarity Metric for Community Discovery: a Local Flow Model.

[BibT_eX]

[DOI]

Yueping Li

Xiaolin Du

J. Softw., 2011

A comparative study of feature weighting methods for document co-clustering.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Commun. Convergence, 2011

MultiRank: co-ranking for objects and relations in multi-relational data.

[BibT_eX]

[DOI]

Michael Kwok-Po Ng

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

An Agglomerative Fuzzy K-means Approach to Building Decision Cluster Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Innovations in Bio-inspired Computing and Applications, 2011

Stratified Random Forest for Genome-wide Association Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

2010

On cluster tree for nested and multi-density data clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2010

Exploiting Word Cluster Information for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

An Efficient and Secure Key Establishment Scheme for Wireless Sensor Network.

[BibT_eX]

[DOI]

Eric Ke Wang

Proceedings of the Third International Symposium on Intelligent Information Technology and Security Informatics, 2010

Security Issues and Challenges for Cyber Physical System.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

Fuzzy soft subspace clustering method for gene co-expression network analysis.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

A Refinement Approach to Handling Model Misfit in Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Feature Weighting Information-Theoretic Co-Clustering for Document Clustering.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Computer Science and its Applications, 2009

2008

Feature Weighting Random Forest for Detection of Hidden Web Search Interfaces.

[BibT_eX]

[DOI]

Int. J. Comput. Linguistics Chin. Lang. Process., 2008

Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis.

[BibT_eX]

[DOI]

Qiang Wang

Joshua Zhexue Huang

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Feature-based unsupervised clustering for supplier categorization.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2008, 2008

A Changing Window Approach to Exploring Gene Expression Patterns.

[BibT_eX]

[DOI]

Qiang Wang

Joshua Zhexue Huang

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

2007

PAKDD 2007 Industrial Track Workshop.

[BibT_eX]

[DOI]

Joshua Zhexue Huang