Deng Cai

Changxu Wang

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

PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Boosting Semi-Supervised 3D Object Detection with Semi-Sampling.

[BibT_eX]

[DOI]

CoRR, 2022

Towards In-distribution Compatibility in Out-of-distribution Detection.

[BibT_eX]

[DOI]

CoRR, 2022

Domain Reconstruction and Resampling for Robust Salient Object Detection.

[BibT_eX]

[DOI]

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

WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Towards Efficient Adversarial Training on Vision Transformers.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Lidar Point Cloud Guided Monocular 3D Object Detection.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

CLRNet: Cross Layer Refinement Network for Lane Detection.

[BibT_eX]

[DOI]

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

Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion.

[BibT_eX]

[DOI]

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

Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification.

[BibT_eX]

[DOI]

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

Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning.

[BibT_eX]

[DOI]

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

SCALoss: Side and Corner Aligned Loss for Bounding Box Regression.

[BibT_eX]

[DOI]

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

DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network.

[BibT_eX]

[DOI]

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

2021

A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

ES-Net: Erasing Salient Parts to Learn More in Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

AdaDB: An adaptive gradient method with data-dependent bound.

[BibT_eX]

[DOI]

Liu Yang

Neurocomputing, 2021

COP: customized correlation-based Filter level pruning method for deep CNN compression.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Self-supervised attention flow for dialogue state tracking.

[BibT_eX]

[DOI]

Neurocomputing, 2021

TTFNeXt for real-time object detection.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Learning to Caricature via Semantic Shape Transform.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2021

CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention.

[BibT_eX]

[DOI]

CoRR, 2021

Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Attacking Adversarial Attacks as A Defense.

[BibT_eX]

[DOI]

CoRR, 2021

Discriminative-Generative Dual Memory Video Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2021

Lidar Point Cloud Guided Monocular 3D Object Detection.

[BibT_eX]

[DOI]

CoRR, 2021

OCM3D: Object-Centric Monocular 3D Object Detection.

[BibT_eX]

[DOI]

CoRR, 2021

SparsePoint: Fully End-to-End Sparse 3D Object Detector.

[BibT_eX]

[DOI]

CoRR, 2021

Do Wider Neural Networks Really Help Adversarial Robustness?

[BibT_eX]

[DOI]

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

TopNet: Learning from Neural Topic Model to Generate Long Stories.

[BibT_eX]

[DOI]

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

MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong Learning.

[BibT_eX]

[DOI]

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

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework.

[BibT_eX]

[DOI]

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

Salient Object Ranking with Position-Preserved Attention.

[BibT_eX]

[DOI]

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

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

RESA: Recurrent Feature-Shift Aggregator for Lane Detection.

[BibT_eX]

[DOI]

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

2020

Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Query-Biased Self-Attentive Network for Query-Focused Video Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

SIF: Self-Inspirited Feature Learning for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Moment Retrieval via Cross-Modal Interaction Networks With Query Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Video Dialog via Multi-Grained Convolutional Self-Attention Context Multi-Modal Networks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Decouple co-adaptation: Classifier randomization for person re-identification.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Bi-Decoder Augmented Network for Neural Machine Translation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

LAMP: Label Augmented Multimodal Pretraining.

[BibT_eX]

[DOI]

CoRR, 2020

SplitNet: Divide and Co-training.

[BibT_eX]

[DOI]

CoRR, 2020

EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications.

[BibT_eX]

[DOI]

CoRR, 2020

Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving.

[BibT_eX]

[DOI]

Liang Peng

Dan Deng

CoRR, 2020

Spherical Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework.

[BibT_eX]

[DOI]

CoRR, 2020

Does Network Width Really Help Adversarial Robustness?

[BibT_eX]

[DOI]

CoRR, 2020

Apparel-invariant Feature Learning for Apparel-changed Person Re-identification.

[BibT_eX]

[DOI]

CoRR, 2020

Stable Learning via Causality-based Feature Rectification.

[BibT_eX]

[DOI]

CoRR, 2020

Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds.

[BibT_eX]

[DOI]

CoRR, 2020

Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification.

[BibT_eX]

[DOI]

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

Adversarial Mutual Information for Text Generation.

[BibT_eX]

[DOI]

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

Training-Time-Friendly Network for Real-Time Object Detection.

[BibT_eX]

[DOI]

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

Question-Driven Purchasing Propensity Analysis for Recommendation.

[BibT_eX]

[DOI]

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

PI-RCNN: An Efficient Multi-Sensor 3D Object Detector with Point-Based Attentive Cont-Conv Fusion Module.

[BibT_eX]

[DOI]

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

Adversarial-Learned Loss for Domain Adaptation.

[BibT_eX]

[DOI]

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

2019

Sparse Coding Guided Spatiotemporal Feature Learning for Abnormal Event Detection in Large Videos.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Long-Form Video Question Answering via Dynamic Hierarchical Reinforced Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Multi-Turn Video Question Answering via Hierarchical Attention Context Reinforced Networks.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

On the Diversity of Conditional Image Synthesis With Semantic Layouts.

[BibT_eX]

[DOI]

Zichen Yang

Haifeng Liu

IEEE Trans. Image Process., 2019

Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Scaling Up Sparse Support Vector Machines by Simultaneous Feature and Sample Reduction.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration.

[BibT_eX]

[DOI]

CoRR, 2019

Correlation Maximized Structural Similarity Loss for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

Improving Semantic Segmentation via Dilated Affinity.

[BibT_eX]

[DOI]

CoRR, 2019

Satellite System Graph: Towards the Efficiency Up-Boundary of Graph-Based Approximate Nearest Neighbor Search.

[BibT_eX]

[DOI]

Changxu Wang

CoRR, 2019

Region Mutual Information Loss for Semantic Segmentation.

[BibT_eX]

[DOI]

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

A Minimax Game for Instance based Selective Transfer Learning.

[BibT_eX]

[DOI]

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

AtSNE: Efficient and Robust Visualization on GPU through Hierarchical Optimization.

[BibT_eX]

[DOI]

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

Localizing Unseen Activities in Video via Image Query.

[BibT_eX]

[DOI]

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

Progressive Transfer Learning for Person Re-identification.

[BibT_eX]

[DOI]

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

COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning.

[BibT_eX]

[DOI]

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

Weakly-Supervised Caricature Face Parsing Through Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Attribute Attention for Semantic Disambiguation in Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Domain Adaptation for Semantic Segmentation With Maximum Squares Loss.

[BibT_eX]

[DOI]

Minghao Chen

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Reinforced Dynamic Reasoning for Conversational Question Generation.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Social-Aware Movie Recommendation via Multimodal Network Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

A Better Way to Attend: Attention With Trees for Video Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Multi-Task Vehicle Detection With Region-of-Interest Voting.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Multi-label active learning based on submodular functions.

[BibT_eX]

[DOI]

Kuoliang Wu

Neurocomputing, 2018

Split-Net: Improving face recognition in one forwarding operation.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Improving face recognition with domain adaptation.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Deep Rotation Equivariant Network.

[BibT_eX]

[DOI]

Neurocomputing, 2018

The forgettable-watcher model for video question answering.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Deep feature based contextual model for object detection.

[BibT_eX]

[DOI]

Wenqing Chu

Neurocomputing, 2018

Question retrieval for community-based question answering via heterogeneous social influential network.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Dial2Desc: End-to-end Dialogue Description Generation.

[BibT_eX]

[DOI]

CoRR, 2018

Textually Guided Ranking Network for Attentional Image Retweet Modeling.

[BibT_eX]

[DOI]

CoRR, 2018

Addressing the Item Cold-start Problem by Attribute-driven Active Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Dialogue Act Recognition via CRF-Attentive Structured Network.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models.

[BibT_eX]

[DOI]

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

A Brand-level Ranking System with the Customized Attention-GRU Model.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Device-Aware Rule Recommendation for the Internet of Things.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

PixelLink: Detecting Scene Text via Instance Segmentation.

[BibT_eX]

[DOI]

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

2017

On efficiently finding reverse k-nearest neighbors over uncertain graphs.

[BibT_eX]

[DOI]

VLDB J., 2017

Unifying the Video and Question Attentions for Open-Ended Video Question Answering.

[BibT_eX]

[DOI]

Zhou Zhao

IEEE Trans. Image Process., 2017

Depth Image Inpainting: Improving Low Rank Matrix Completion With Low Gradient Regularization.

[BibT_eX]

[DOI]

Shengming Zhang

IEEE Trans. Image Process., 2017

Constrained Low-Rank Learning Using Least Squares-Based Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Sparse Learning with Stochastic Composite Optimization.

[BibT_eX]

[DOI]

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

Pre-training the deep generative models with adaptive hyperparameter optimization.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015).

[BibT_eX]

[DOI]

Neurocomputing, 2017

On the Diversity of Realistic Image Synthesis.

[BibT_eX]

[DOI]

Zichen Yang

Haifeng Liu

CoRR, 2017

A Revisit on Deep Hashings for Large-scale Content Based Image Retrieval.

[BibT_eX]

[DOI]

Xiuye Gu

Chaoqi Wang

CoRR, 2017

Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation.

[BibT_eX]

[DOI]

CoRR, 2017

Smarnet: Teaching Machines to Read and Comprehend Like Human.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Graph-Level Representation for Drug Discovery.

[BibT_eX]

[DOI]

Junying Li

CoRR, 2017

The Forgettable-Watcher Model for Video Question Answering.

[BibT_eX]

[DOI]

Zhou Zhao

CoRR, 2017

MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension.

[BibT_eX]

[DOI]

CoRR, 2017

Fast Approximate Nearest Neighbor Search With Navigating Spreading-out Graphs.

[BibT_eX]

[DOI]

Changxu Wang

CoRR, 2017

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning.

[BibT_eX]

[DOI]

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

Video Question Answering via Hierarchical Dual-Level Attention Network Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Spatiotemporal Multi-Task Network for Human Activity Understanding.

[BibT_eX]

[DOI]

Proceedings of the on Thematic Workshops of ACM Multimedia 2017, Mountain View, CA, USA, October 23, 2017

What to Do Next: Modeling User Behaviors by Time-LSTM.

[BibT_eX]

[DOI]

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

Video Question Answering via Hierarchical Spatio-Temporal Attention Networks.

[BibT_eX]

[DOI]

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

Microblog Sentiment Classification via Recurrent Random Walk Network Learning.

[BibT_eX]

[DOI]

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

Link Prediction via Ranking Metric Dual-Level Attention Network Learning.

[BibT_eX]

[DOI]

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

Robust Asymmetric Bayesian Adaptive Matrix Factorization.

[BibT_eX]

[DOI]

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

Stacked Similarity-Aware Autoencoders.

[BibT_eX]

[DOI]

Wenqing Chu

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

Reverse Top-k Geo-Social Keyword Queries in Road Networks.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning.

[BibT_eX]

[DOI]

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

2016

Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2016

User Preference Learning for Online Social Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Graph Regularized Feature Selection with Data Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Improving Collaborative Recommendation via User-Item Subgroups.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Heterogeneous hypergraph embedding for document recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Orthogonal Projective Sparse Coding for image representation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

A-Optimal Non-negative Projection with Hessian regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Tracking people in RGBD videos using deep learning and motion clues.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Online robust principal component analysis via truncated nuclear norm regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Atom Decomposition Based Subgradient Descent for matrix classification.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction.

[BibT_eX]

[DOI]

CoRR, 2016

Stereo Matching by Joint Energy Minimization.

[BibT_eX]

[DOI]

CoRR, 2016

Relational Multi-Manifold Co-Clustering.

[BibT_eX]

[DOI]

CoRR, 2016

EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph.

[BibT_eX]

[DOI]

CoRR, 2016

Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning.

[BibT_eX]

[DOI]

CoRR, 2016

User Personalized Satisfaction Prediction via Multiple Instance Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2016

Which to View: Personalized Prioritization for Broadcast Emails.

[BibT_eX]

[DOI]

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

Distributed Representations of Expertise.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation.

[BibT_eX]

[DOI]

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

Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning.

[BibT_eX]

[DOI]

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

Non-Negative Matrix Factorization with Sinkhorn Distance.

[BibT_eX]

[DOI]

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

Weakly-Supervised Deep Learning for Customer Review Sentiment Classification.

[BibT_eX]

[DOI]

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

Accelerated Sparse Linear Regression via Random Projection.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Treelets Binary Feature Retrieval for Fast Keypoint Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Large Scale Spectral Clustering Via Landmark-Based Sparse Representation.

[BibT_eX]

[DOI]

Xinlei Chen

IEEE Trans. Cybern., 2015

Sparse fixed-rank representation for robust visual analysis.

[BibT_eX]

[DOI]

Signal Process., 2015

Opinions matter: a general approach to user profile modeling for contextual suggestion.

[BibT_eX]

[DOI]

Inf. Retr. J., 2015

Large scale multi-class classification with truncated nuclear norm regularization.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Unsupervised document summarization from data reconstruction perspective.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Multi-view based multi-label propagation for image annotation.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Event Recovery by Faster Truncated Nuclear Norm Minimization.

[BibT_eX]

[DOI]

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

Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction.

[BibT_eX]

[DOI]

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

Towards Less Biased Web Search.

[BibT_eX]

[DOI]

Xitong Liu

Hui Fang

Proceedings of the 2015 International Conference on The Theory of Information Retrieval, 2015

2014

Feature Correlation Hypergraph: Exploiting High-order Potentials for Multimodal Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Constrained Concept Factorization for Image Representation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Density Sensitive Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Cross domain recommendation based on multi-type media fusion.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Active learning on manifolds.

[BibT_eX]

[DOI]

Cheng Li

Haifeng Liu

Neurocomputing, 2014

Manifold optimal experimental design via dependence maximization for active learning.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Spatially correlated nonnegative matrix factorization.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2014

Iterative Multi-View Hashing for Cross Media Indexing.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Sparse Learning for Stochastic Composite Optimization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Mapping Users across Networks by Manifold Alignment on Hypergraph.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Semi-Supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Co-Occurrence-Based Diffusion for Expert Search on the Web.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Parallel Field Ranking.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Nonnegative Local Coordinate Factorization for Image Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Relational Multimanifold Coclustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Multi-Manifold Concept Factorization for Data Clustering.

[BibT_eX]

[DOI]

Ping Li

Jiajun Bu

Int. J. Softw. Informatics, 2013

Subspace learning via Locally Constrained A-optimal nonnegative projection.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Parallel field alignment for cross media retrieval.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery.

[BibT_eX]

[DOI]

Proceedings of the Intelligence Science and Big Data Engineering, 2013

A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Bilevel Visual Words Coding for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Harmonious Hashing.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Active Learning Based on Local Representation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Complementary Projection Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

Compressed Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Locally Discriminative Coclustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Manifold Adaptive Experimental Design for Text Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

Locally discriminative topic modeling.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Constrained Nonnegative Matrix Factorization for Image Representation.

[BibT_eX]

[DOI]

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

Density Sensitive Hashing

[BibT_eX]

[DOI]

Yue Lin

Cheng Li

CoRR, 2012

An exploration of improving collaborative recommender systems via user-item subgroups.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

Search web images using objects, backgrounds and conditions.

[BibT_eX]

[DOI]

Jiemi Zhang

Chenxia Wu

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

Unsupervised face-name association via commute distance.

[BibT_eX]

[DOI]

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

Spatially Correlated Nonnegative Matrix Factorization for Image Analysis.

[BibT_eX]

[DOI]

Xinlei Chen

Cheng Li

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

Metric learning with two-dimensional smoothness for visual analysis.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Accelerating locality preserving nonnegative matrix factorization.

[BibT_eX]

[DOI]

Guanhong Yao

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

A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions.

[BibT_eX]

[DOI]

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

Random Projection with Filtering for Nearly Duplicate Search.

[BibT_eX]

[DOI]

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

Document Summarization Based on Data Reconstruction.

[BibT_eX]

[DOI]

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

2011

Speed up kernel discriminant analysis.

[BibT_eX]

[DOI]

VLDB J., 2011

Laplacian Regularized Gaussian Mixture Model for Data Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Locally Consistent Concept Factorization for Document Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2011

Variational inference with graph regularization for image annotation.

[BibT_eX]

[DOI]

Yuanlong Shao

Yuan Zhou

ACM Trans. Intell. Syst. Technol., 2011

Graph Regularized Sparse Coding for Image Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2011

Active Learning Based on Locally Linear Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Graph Regularized Nonnegative Matrix Factorization for Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Kernel approximately harmonic projection.

[BibT_eX]

[DOI]

Neurocomputing, 2011

Efficient manifold ranking for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Sparse concept coding for visual analysis.

[BibT_eX]

[DOI]

Hujun Bao

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Large Scale Spectral Clustering with Landmark-Based Representation.

[BibT_eX]

[DOI]

Xinlei Chen

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Document recommendation in social tagging services.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Self-taught hashing for fast similarity search.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Unsupervised feature selection for multi-cluster data.

[BibT_eX]

[DOI]

Chiyuan Zhang

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

Error-correcting output hashing in fast similarity search.

[BibT_eX]

[DOI]

Zhou Yu

Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Laplacian Co-hashing of Terms and Documents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2010

Gaussian Mixture Model with Local Consistency.

[BibT_eX]

[DOI]

Jialu Liu

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

2009

Spectral Regression: A Regression Framework for Efficient Regularized Subspace Learning

[BibT_eX]

[DOI]

PhD thesis, 2009

Convex experimental design using manifold structure for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Semi-supervised topic modeling for image annotation.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Locality Preserving Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Probabilistic dyadic data analysis with local and global consistency.

[BibT_eX]

[DOI]

Xuanhui Wang

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Active subspace learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

2008

Learning a Maximum Margin Subspace for Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Topic modeling with network regularization.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on World Wide Web, 2008

Non-negative Matrix Factorization on Manifold.

[BibT_eX]

[DOI]

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

Training Linear Discriminant Analysis in Linear Time.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Modeling hidden topics on document manifold.

[BibT_eX]

[DOI]

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

Sparse Projections over Graph.

[BibT_eX]

[DOI]

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

2007

Clustering and searching WWW images using link and page layout analysis.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2007

Laplacian optimal design for image retrieval.

[BibT_eX]

[DOI]

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

Spectral regression: a unified subspace learning framework for content-based image retrieval.

[BibT_eX]

[DOI]

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

Regularized regression on image manifold for retrieval.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Locality Sensitive Discriminant Analysis.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Efficient Kernel Discriminant Analysis via Spectral Regression.

[BibT_eX]

[DOI]

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

Spectral Regression: A Unified Approach for Sparse Subspace Learning.

[BibT_eX]

[DOI]

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

Semi-supervised Discriminant Analysis.

[BibT_eX]

[DOI]

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

Spectral Regression for Efficient Regularized Subspace Learning.

[BibT_eX]

[DOI]

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

Learning a Spatially Smooth Subspace for Face Recognition.

[BibT_eX]

[DOI]

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

Regularized locality preserving indexing via spectral regression.

[BibT_eX]

[DOI]

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

Isometric Projection.

[BibT_eX]

[DOI]

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

2006

Orthogonal Laplacianfaces for Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2006

An algorithm for semi-supervised learning in image retrieval.

[BibT_eX]

[DOI]

Ke Lu

Jidong Zhao

Pattern Recognit., 2006

Tensor space model for document analysis.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

2005

Document Clustering Using Locality Preserving Indexing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2005

Orthogonal locality preserving indexing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Community Mining from Multi-relational Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

Tensor Subspace Analysis.

[BibT_eX]

[DOI]

Partha Niyogi

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

Laplacian Score for Feature Selection.

[BibT_eX]

[DOI]

Partha Niyogi

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

Image clustering with tensor representation.

[BibT_eX]

[DOI]

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

Mining hidden community in heterogeneous social networks.

[BibT_eX]

[DOI]

Proceedings of the 3rd international workshop on Link discovery, 2005

Statistical and computational analysis of locality preserving projection.

[BibT_eX]

[DOI]