Vincent Wenchen Zheng

According to our database1, Vincent Wenchen Zheng authored at least 63 papers between 2007 and 2019.

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Bibliography

2019
A Survey of Zero-Shot Learning: Settings, Methods, and Applications.
ACM TIST, 2019

Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey.
IEEE Access, 2019

2018
A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications.
IEEE Trans. Knowl. Data Eng., 2018

Authenticity and credibility aware detection of adverse drug events from social media.
I. J. Medical Informatics, 2018

Authenticity and credibility aware detection of adverse drug events from social media.
I. J. Medical Informatics, 2018

KnowEdu: A System to Construct Knowledge Graph for Education.
IEEE Access, 2018

Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Sequential context modeling for smart devices by Collaborative Hidden Markov Model.
Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Unsupervised Multi-view Nonlinear Graph Embedding.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Robust Asymmetric Recommendation via Min-Max Optimization.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Adaptive Attention Network for Review Sentiment Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

An automatic knowledge graph construction system for K-12 education.
Proceedings of the Fifth Annual ACM Conference on Learning at Scale, 2018

Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

High-order Proximity Preserving Information Network Hashing.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Engineering Graph Features via Network Functional Blocks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment.
Proceedings of the IEEE International Conference on Data Mining, 2018

Prerequisite-Driven Deep Knowledge Tracing.
Proceedings of the IEEE International Conference on Data Mining, 2018

Deep Transfer Learning for Cross-domain Activity Recognition.
Proceedings of the 3rd International Conference on Crowd Science and Engineering, 2018

Node, Motif and Subgraph: Leveraging Network Functional Blocks Through Structural Convolution.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
From Community Detection to Community Profiling.
PVLDB, 2017

CityTransfer: Transferring Inter- and Intra-City Knowledge for Chain Store Site Recommendation based on Multi-Source Urban Data.
IMWUT, 2017

Link Prediction via Ranking Metric Dual-Level Attention Network Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Topological Recurrent Neural Network for Diffusion Prediction.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

SocialLens: Searching and Browsing Communities by Content and Interaction.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Learning Word Vectors in Deep Walk using Convolution.
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Enhancing Anomaly Diagnosis of Automatic Train Supervision System Based on Operation Log.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2017

Learning Community Embedding with Community Detection and Node Embedding on Graphs.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Detecting signals of detrimental prescribing cascades from social media.
Artificial Intelligence in Medicine, 2016

Learning to query: Focused web page harvesting for entity aspects.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Semantic proximity search on graphs with metagraph-based learning.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Regularizing Structured Classifier with Conditional Probabilistic Constraints for Semi-supervised Learning.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Cold-Start Heterogeneous-Device Wireless Localization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2015

Mobility Profiling for User Verification with Anonymized Location Data.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

An Aggressive Graph-Based Selective Sampling Algorithm for Classification.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Mobile user verification/identification using statistical mobility profile.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

2013
Collaborative filtering meets next check-in location prediction.
Proceedings of the 22nd International World Wide Web Conference, 2013

Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels.
Proceedings of the 30th International Conference on Machine Learning, 2013

2012
Integrated QSAR study for inhibitors of hedgehog signal pathway against multiple cell lines: a collaborative filtering method.
BMC Bioinformatics, 2012

Towards mobile intelligence: Learning from GPS history data for collaborative recommendation.
Artif. Intell., 2012

2011
Cross-domain activity recognition via transfer learning.
Pervasive and Mobile Computing, 2011

Transfer Learning by Reusing Structured Knowledge.
AI Magazine, 2011

User-Dependent Aspect Model for Collaborative Activity Recognition.
Proceedings of the IJCAI 2011, 2011

Activity Recognition from Trajectory Data.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study.
BMC Bioinformatics, 2010

Collaborative location and activity recommendations with GPS history data.
Proceedings of the 19th International Conference on World Wide Web, 2010

Indoor localization in multi-floor environments with reduced effort.
Proceedings of the Eigth Annual IEEE International Conference on Pervasive Computing and Communications, 2010

Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
HIPS: A Calibration-less Hybrid Indoor Positioning System Using Heterogeneous Sensors.
Proceedings of the Seventh Annual IEEE International Conference on Pervasive Computing and Communications, 2009

Abnormal Activity Recognition Based on HDP-HMM Models.
Proceedings of the IJCAI 2009, 2009

Cross-domain activity recognition.
Proceedings of the UbiComp 2009: Ubiquitous Computing, 2009

Joint learning user's activities and profiles from GPS data.
Proceedings of the 2009 International Workshop on Location Based Social Networks, 2009

2008
Estimating Location Using Wi-Fi.
IEEE Intelligent Systems, 2008

Digital Wall: A Power-efficient Solution for Location-based Data Sharing.
Proceedings of the Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom 2008), 2008

Real world activity recognition with multiple goals.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Transferring Localization Models over Time.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

Transferring Multi-device Localization Models using Latent Multi-task Learning.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
A Joint Power Control, Link Scheduling and Rate Control Algorithm for Wireless Ad Hoc Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Domain-constrained semi-supervised mining of tracking models in sensor networks.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007


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