Sheng Li

CoRR, 2020

Quantitative Structure-Mutation-Activity Relationship Tests (QSMART) model for protein kinase inhibitor response prediction.

[BibT_eX]

[DOI]

BMC Bioinform., 2020

Context-aware Graph Embedding for Session-based News Recommendation.

[BibT_eX]

[DOI]

Heng-Shiou Sheu

Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

Causal Inference Meets Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

A Survey on Representation Learning for User Modeling.

[BibT_eX]

[DOI]

Handong Zhao

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

Learning Discriminative Virtual Sequences for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Matching in Selective and Balanced Representation Space for Treatment Effects Estimation.

[BibT_eX]

[DOI]

Zhixuan Chu

Stephen L. Rathbun

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Toward Resolution-Invariant Person Reidentification via Projective Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Unsupervised Nonnegative Adaptive Feature Extraction for Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Robust Spectral Ensemble Clustering via Rank Minimization.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2019

Visual to Text: Survey of Image and Video Captioning.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Low-rank analysis-synthesis dictionary learning with adaptively ordinal locality.

[BibT_eX]

[DOI]

Neural Networks, 2019

Witness detection in multi-instance regression and its application for age estimation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Multi-View Time Series Classification via Global-Local Correlative Channel-Aware Fusion Mechanism.

[BibT_eX]

[DOI]

CoRR, 2019

Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Training Streaming Factorization Machines with Alternating Least Squares.

[BibT_eX]

[DOI]

Xueyu Mao

Saayan Mitra

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation.

[BibT_eX]

[DOI]

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

Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Towards Robust and Discriminative Sequential Data Learning: When and How to Perform Adversarial Training?

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Scalable Block-Diagonal Locality-Constrained Projective Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

On the Estimation of Treatment Effect with Text Covariates.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

CensNet: Convolution with Edge-Node Switching in Graph Neural Networks.

[BibT_eX]

[DOI]

Xiaodong Jiang

Pengsheng Ji

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

ACE: Adaptively Similarity-Preserved Representation Learning for Individual Treatment Effect Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Adaptive Structure-Constrained Robust Latent Low-Rank Coding for Image Recovery.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Robust Unsupervised Flexible Auto-weighted Local-coordinate Concept Factorization for Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

Fast Spatio-Temporal Residual Network for Video Super-Resolution.

[BibT_eX]

[DOI]

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

Scene Graph Generation With External Knowledge and Image Reconstruction.

[BibT_eX]

[DOI]

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

Progress-based Container Scheduling for Short-lived Applications in a Kubernetes Cluster.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

SADIH: Semantic-Aware DIscrete Hashing.

[BibT_eX]

[DOI]

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

2018

Early Recognition of 3D Human Actions.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2018

Self-Taught Low-Rank Coding for Visual Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Multi-View Low-Rank Analysis with Applications to Outlier Detection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2018

Stacked Denoising Tensor Auto-Encoder for Action Recognition With Spatiotemporal Corruptions.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

SLMOML: Online Metric Learning With Global Convergence.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Person Re-Identification by Cross-View Multi-Level Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Infinite ensemble clustering.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2018

Similarity-Adaptive Latent Low-Rank Representation for Robust Data Representation.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Representation Learning for Treatment Effect Estimation from Observational Data.

[BibT_eX]

[DOI]

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

Robust Adaptive Label Propagation by Double Matrix Decomposition.

[BibT_eX]

[DOI]

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

Robust Locality-Constrained Label Consistent K-SVD by Joint Sparse Embedding.

[BibT_eX]

[DOI]

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

Robust Projective Low-Rank and Sparse Representation by Robust Dictionary Learning.

[BibT_eX]

[DOI]

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

Supervised Transfer Learning for Product Information Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Generic Embedded Semantic Dictionary for Robust Multi-Label Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Graph Adaptive Knowledge Transfer for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

A Review on Deep Learning Techniques Applied to Answer Selection.

[BibT_eX]

[DOI]

Tuan Manh Lai

Trung Bui

Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Simple End-to-End Question Answering Model for Product Information.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Economics and Natural Language Processing, 2018

Discriminative Semi-Coupled Projective Dictionary Learning for Low-Resolution Person Re-Identification.

[BibT_eX]

[DOI]

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

Latent Discriminant Subspace Representations for Multi-View Outlier Detection.

[BibT_eX]

[DOI]

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

Contextual Collaborative Filtering for Student Response Prediction in Mixed-Format Tests.

[BibT_eX]

[DOI]

Shumin Jing

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

2017

Robust Representation for Data Analytics - Models and Applications

[BibT_eX]

[DOI]

Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-319-60175-5, 2017

Videography-Based Unconstrained Video Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Matching on Balanced Nonlinear Representations for Treatment Effects Estimation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

From Ensemble Clustering to Multi-View Clustering.

[BibT_eX]

[DOI]

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

Multi-view graph learning with adaptive label propagation.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Robust multi-label semi-supervised classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Learning Robust and Discriminative Subspace With Low-Rank Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Infinite Ensemble for Image Clustering.

[BibT_eX]

[DOI]

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

Scalable large margin online metric learning.

[BibT_eX]

[DOI]

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

Unsupervised transfer learning via Low-Rank Coding for image clustering.

[BibT_eX]

[DOI]

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

Matching via Dimensionality Reduction for Estimation of Treatment Effects in Digital Marketing Campaigns.

[BibT_eX]

[DOI]

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

Learning Robust Representations for Data Analytics.

[BibT_eX]

[DOI]

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

Robust Spectral Ensemble Clustering.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Multi-View Time Series Classification: A Discriminative Bilinear Projection Approach.

[BibT_eX]

[DOI]

Yaliang Li

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Learning Balanced and Unbalanced Graphs via Low-Rank Coding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Predicting User Behavior in Display Advertising via Dynamic Collective Matrix Factorization.

[BibT_eX]

[DOI]

Jaya Kawale

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Multi-View Low-Rank Analysis for Outlier Detection.

[BibT_eX]

[DOI]

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

Deep Linear Coding for Fast Graph Clustering.

[BibT_eX]

[DOI]

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

Cross-View Projective Dictionary Learning for Person Re-Identification.

[BibT_eX]

[DOI]

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

Temporal Subspace Clustering for Human Motion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Deep Collaborative Filtering via Marginalized Denoising Auto-encoder.

[BibT_eX]

[DOI]

Jaya Kawale

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Submanifold Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Learning low-rank and discriminative dictionary for image classification.

[BibT_eX]

[DOI]

Liangyue Li

Image Vis. Comput., 2014

Robust Subspace Discovery through Supervised Low-Rank Constraints.

[BibT_eX]

[DOI]

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

Locality linear fitting one-class SVM with low-rank constraints for outlier detection.

[BibT_eX]

[DOI]

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

Learning relative features through adaptive pooling for image classification.

[BibT_eX]

[DOI]

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

Early Classification of Ongoing Observation.

[BibT_eX]

[DOI]

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

Low-Rank Outlier Detection.

[BibT_eX]

[DOI]

Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

Low-Rank and Sparse Dictionary Learning.

[BibT_eX]

[DOI]

Liangyue Li

Proceedings of the Low-Rank and Sparse Modeling for Visual Analysis, 2014

2013

Low-Rank Coding with b-Matching Constraint for Semi-Supervised Classification.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Discriminative dictionary learning with low-rank regularization for face recognition.

[BibT_eX]

[DOI]

Liangyue Li