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

Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization.

[BibT_eX]

[DOI]

Chujie Zheng

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Land Deformation Prediction via Slope-Aware Graph Neural Networks.

[BibT_eX]

[DOI]

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

2020

Hybrid graph convolutional networks with multi-head attention for location recommendation.

[BibT_eX]

[DOI]

World Wide Web, 2020

Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Spatial Algorithms Syst., 2020

Recommendation via Collaborative Autoregressive Flows.

[BibT_eX]

[DOI]

Neural Networks, 2020

Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach.

[BibT_eX]

[DOI]

INFORMS J. Comput., 2020

Session-based recommendation via flow-based deep generative networks and Bayesian inference.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Topic-Aware Abstractive Text Summarization.

[BibT_eX]

[DOI]

CoRR, 2020

A Baseline Analysis for Podcast Abstractive Summarization.

[BibT_eX]

[DOI]

CoRR, 2020

A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact.

[BibT_eX]

[DOI]

CoRR, 2020

Continual Graph Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A Two-Phase Approach for Abstractive Podcast Summarization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth Text REtrieval Conference, 2020

Forecasting the Evolution of Hydropower Generation.

[BibT_eX]

[DOI]

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

Variational Information Diffusion for Probabilistic Cascades Prediction.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Fast Network Alignment via Graph Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Enhancing Urban Flow Maps via Neural ODEs.

[BibT_eX]

[DOI]

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

Interpreting Twitter User Geolocation.

[BibT_eX]

[DOI]

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

2019

Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference.

[BibT_eX]

[DOI]

IEEE Access, 2019

Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding.

[BibT_eX]

[DOI]

IEEE Access, 2019

DeepAttr: Inferring Demographic Attributes via Social Network Embedding.

[BibT_eX]

[DOI]

IEEE Access, 2019

Predicting Human Mobility via Variational Attention.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Adversarial Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Context-aware Variational Trajectory Encoding and Human Mobility Inference.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Variational Session-based Recommendation Using Normalizing Flows.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Information Cascades Modeling via Deep Multi-Task Learning.

[BibT_eX]

[DOI]

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

Disentangled Network Alignment with Matching Explainability.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

Information Diffusion Prediction via Recurrent Cascades Convolution.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

DeepTrip: Adversarially Understanding Human Mobility for Trip Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.

[BibT_eX]

[DOI]

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

2018

DeepLink: A Deep Learning Approach for User Identity Linkage.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Trajectory-User Linking via Variational AutoEncoder.

[BibT_eX]

[DOI]

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

An Efficient Recommender System Using Locality Sensitive Hashing.

[BibT_eX]

[DOI]

Kunpeng Zhang

Shaokun Fan

Harry Jiannan Wang

Proceedings of the 51st Hawaii International Conference on System Sciences, 2018

Trajectory-based social circle inference.

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

vec2Link: Unifying Heterogeneous Data for Social Link Prediction.

[BibT_eX]

[DOI]

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

2017

Identifying Human Mobility via Trajectory Embeddings.

[BibT_eX]

[DOI]

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

2015

Reducing infrequent-token perplexity via variational corpora.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Incorporating conditional random fields and active learning to improve sentiment identification.

[BibT_eX]

[DOI]

Neural Networks, 2014

MuSES: Multilingual Sentiment Elicitation System for Social Media Data.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2014

A Systematic Framework for Sentiment Identification by Modeling User Social Effects.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

2013

Graphical Modeling of Macro Behavioral Targeting in Social Networks.

[BibT_eX]

[DOI]

Md. Mostofa Ali Patwary

Yusheng Xie

Kunpeng Zhang

Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Forecast Oriented Classification of Spatio-Temporal Extreme Events.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Elver: Recommending Facebook pages in cold start situation without content features.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

A probabilistic graphical model for brand reputation assessment in social networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012

Sentiment identification by incorporating syntax, semantics and context information.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

VOXSUP: a social engagement framework.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

CluChunk: clustering large scale user-generated content incorporating chunklet information.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Big Data, 2012

Probabilistic macro behavioral targeting.

[BibT_eX]

[DOI]

Proceedings of the 2012 workshop on Data-driven User Behavioral Modelling and Mining from Social Media, 2012

On active learning in hierarchical classification.

[BibT_eX]

[DOI]

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

2011

SES: Sentiment Elicitation System for Social Media Data.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Learning to Group Web Text Incorporating Prior Information.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Mining millions of reviews: a technique to rank products based on importance of reviews.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Electronic Commerce, 2011

2010

Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking.

[BibT_eX]

[DOI]

Kunpeng Zhang

Ramanathan Narayanan

Alok N. Choudhary

Proceedings of the 3rd Workshop on Online Social Networks, 2010

High-End Analytics and Data Mining for Sustainable Competitive Advantage.

[BibT_eX]

[DOI]

Alok N. Choudhary

Ramanathan Narayanan

Kunpeng Zhang

Proceedings of the Information Systems, Technology and Management, 2010

Kunpeng Zhang

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