Publications

. One-Shot Learning for Long-Tail Visual Relation Detection.. AAAI, 2020.
. Adaptive Two-Dimensional Embedded Image Clustering.. AAAI, 2020.
. Graph-based Hierarchical Attention Networks for Movement Intention Detection from EEG Signals. IEEE Transactions on Neural Systems and Rehabilitation Engineering (TNSRE), 2019.
. Temporal Self-Attention Network for Medical Concept Embedding.. ICDM, 2019.
. Learning to Hash for Efficient Search over Incomplete Knowledge Graphs.. ICDM, 2019.
. Distributionally Robust Semi-Supervised Learning for People-Centric Sensing. AAAI, 2019. DOI
. Collective Protection: Preventing Sensitive Inferences via Integrative Transformation.. ICDM, 2019.
. Attentional Temporal Cues of Brainwaves with Spatial Embedding for Motion Intent Detection.. ICDM, 2019.
. Making Sense of Spatio-Temporal Preserving Representations for EEG-Based Human Intention Recognition. IEEE transactions on cybernetics, 2019. DOI
. Dynamic Illness Severity Prediction via Multi-task RNNs for Intensive Care Unit. ICDM, 2018. DOI
. A multiview learning framework with a linear computational cost. IEEE Transactions on Cybernetics, 2018. DOI
. A comparative study of transactional and semantic approaches for predicting cascades on twitter. IJCAI, 2018. DOI
. Fuzzy integral optimization with deep Q-network for EEG-based intention recognition. PAKDD, 2018. DOI
. NeuRec: On nonlinear transformation for personalized ranking. IJCAI, 2018. DOI
. EEG-based Motion Intention Recognition via Multi-task RNNs. SDM, 2018. DOI
. Multi-modality sensor data classification with selective attention. IJCAI, 2018. DOI
. Collaborative text categorization via exploiting sparse coefficients. World Wide Web, 2018. DOI
. Answering why-not questions on semantic multimedia queries. Multimedia Tools and Applications, 2018. DOI
. Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis. AAAI, 2018.
. Reinforced self-attention network: A hybrid of hard and soft attention for sequence modeling. IJCAI, 2018.
. Ready for Use. CIKM, 2018. DOI
. Compressive Representation for Device-Free Activity Recognition with Passive RFID Signal Strength. IEEE Transactions on Mobile Computing, 2018. DOI
. Cascade and Parallel Convolutional Recurrent Neural Networks on EEG-Based Intention Recognition for Brain Computer Interface. AAAI, 2018.
. PDD graph: Bridging electronic medical records and biomedical knowledge graphs via entity linking. ISWC, 2017. DOI
. Unsupervised 2D dimensionality reduction with adaptive structure learning. Neural Computation, 2017. DOI
. Learning Multiple Diagnosis Codes for ICU Patients with Local Disease Correlation Mining. ACM Transactions on Knowledge Discovery from Data, 2017. DOI
. Graph-based clustering and ranking for diversified image search. Multimedia Systems, 2017. DOI
. Provenance-based rumor detection. ADC, 2017. DOI
. Multi-View Correlated Feature Learning by Uncovering Shared Component. AAAI, 2017. DOI
. Improving Chinese Sentiment Analysis via Segmentation-Based Representation Using Parallel CNN. International Conference on Advanced Data Mining and Applications, 2017. DOI
. Hybrid collaborative recommendation via semi-autoencoder. International Conference on Neural Information Processing, 2017. DOI
. An embedded feature selection framework for hybrid data. ADC, 2017. DOI
. Diagnosis Code Assignment Using Sparsity-Based Disease Correlation Embedding. IEEE Transactions on Knowledge and Data Engineering, 2016. DOI
. Multi-label classification via learning a unified object-label graph with sparse representation. World Wide Web, 2016. DOI
. Multi-task support vector machines for feature selection with shared knowledge discovery. Signal Processing, 2016. DOI
. Compact representation for large-scale unconstrained video analysis. World Wide Web, 2016. DOI
. Uncovering locally discriminative structure for feature analysis. ECMLPKDD, 2016. DOI
. Learning from less for better: semi-supervised activity recognition via shared structure discovery. Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016. DOI
. Learning Graph-based POI Embedding for Location-based Recommendation. CIKM, 2016. DOI
. Freedom: Online activity recognition via dictionary-based sparse representation of RFID sensing data. ICDM, 2016. DOI
. Compound rank-$ k $ projections for bilinear analysis. IEEE Transactions on Neural Networks and Learning Systems, 2016. DOI
. Classification based on compressive multivariate time series. ADC, 2016. DOI
. Mining Personal Health Index from Annual Geriatric Medical Examinations. ICDM, 2015. DOI
. Freedom: Online activity recognition via dictionary-based sparse representation of RFID sensing data. ICDM, 2015. DOI
. Unsupervised feature analysis with class margin optimization. ECMLPKDD, 2015. DOI
. Unobtrusive posture recognition via online learning of multi-dimensional RFID received signal strength. ICPADS, 2015. DOI
. Structured Streaming Skeleton -- A New Feature for Online Human Gesture Recognition. ACM Transactions on Multimedia Computing, Communications, and Applications, 2014. DOI
. Semi-supervised multiple feature analysis for action recognition. IEEE Transactions on Multimedia, 2014. DOI
. Semi-supervised feature analysis for multimedia annotation by mining label correlation. PAKDD, 2014. DOI
. Human action recognition based on semi-supervised discriminant analysis with global constraint. Neurocomputing, 2013. DOI
. Fall detection in multi-camera surveillance videos. ACM MM Workshop on MIIRH, 2013. DOI
. Computing unrestricted synopses under maximum error bound. Algorithmca, 2013. DOI
. On the prediction of re-tweeting activities in social networks - A report on WISE 2012 challenge. WISE, 2012. DOI
. Action recognition by exploring data distribution and feature correlation. CVPR, 2012. DOI