Jiliang Tang

Proceedings of the IEEE International Conference on Data Mining, 2022

Evaluating and Mitigating Inherent Linguistic Bias of African American English through Inference.

[BibT_eX]

[DOI]

Jamell Dacon

Haochen Liu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

PROPN: Personalized Probabilistic Strategic Parameter Optimization in Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Toward Annotator Group Bias in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Multi-Type Urban Crime Prediction.

[BibT_eX]

[DOI]

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

2021

Learning-based blockage prediction for robust links in dynamic millimeter wave networks.

[BibT_eX]

[DOI]

Wirel. Networks, 2021

SUMMER: Bias-aware Prediction of Graduate Employment Based on Educational Big Data.

[BibT_eX]

[DOI]

Trans. Data Sci., 2021

What Truly Matters? Using Linguistic Cues for Analyzing the #BlackLivesMatter Movement and its Counter Protests: 2013 to 2020.

[BibT_eX]

[DOI]

Jamell Dacon

CoRR, 2021

Graph Trend Networks for Recommendations.

[BibT_eX]

[DOI]

CoRR, 2021

Decentralized Composite Optimization with Compression.

[BibT_eX]

[DOI]

CoRR, 2021

Trustworthy AI: A Computational Perspective.

[BibT_eX]

[DOI]

CoRR, 2021

Towards the Memorization Effect of Neural Networks in Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2021

UserSim: User Simulation via Supervised GenerativeAdversarial Network.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

AutoDim: Field-aware Embedding Dimension Searchin Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Node Similarity Preserving Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Yet Meta Learning Can Adapt Fast, it Can Also Break Easily.

[BibT_eX]

[DOI]

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Graph Neural Networks with Adaptive Residual.

[BibT_eX]

[DOI]

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

AutoLoss: Automated Loss Function Search in Recommendations.

[BibT_eX]

[DOI]

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

Adversarial Robustness in Deep Learning: From Practices to Theories.

[BibT_eX]

[DOI]

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

The Sixth International Workshop on Deep Learning on Graphs - Methods and Applications (DLG-KDD'21).

[BibT_eX]

[DOI]

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

Multi-Scale One-Class Recurrent Neural Networks for Discrete Event Sequence Anomaly Detection.

[BibT_eX]

[DOI]

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

Graph Representation Learning: Foundations, Methods, Applications and Systems.

[BibT_eX]

[DOI]

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

Graph Adversarial Attack via Rewiring.

[BibT_eX]

[DOI]

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

To be Robust or to be Fair: Towards Fairness in Adversarial Training.

[BibT_eX]

[DOI]

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

Elastic Graph Neural Networks.

[BibT_eX]

[DOI]

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

Linear Convergent Decentralized Optimization with Compression.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Attacking Black-box Recommendations via Copying Cross-domain User Profiles.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Road to the White House: Analyzing the Relations Between Mainstream and Social Media During the U.S. Presidential Primaries.

[BibT_eX]

[DOI]

Proceedings of the HT '21: 32nd ACM Conference on Hypertext and Social Media, Virtual Event, Ireland, 30 August 2021, 2021

Graph Feature Gating Networks.

[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

Deep Adversarial Network Alignment.

[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

A Unified View on Graph Neural Networks as Graph Signal Denoising.

[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

Automatic Identification of Teachers in Social Media using Positive Unlabeled Learning.

[BibT_eX]

[DOI]

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

Solving ESL Sentence Completion Questions via Pre-trained Neural Language Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

Multi-task Learning Based Online Dialogic Instruction Detection with Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems.

[BibT_eX]

[DOI]

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

DeepRobust: a Platform for Adversarial Attacks and Defenses.

[BibT_eX]

[DOI]

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

2020

Social Science-guided Feature Engineering: A Novel Approach to Signed Link Analysis.

[BibT_eX]

[DOI]

Ghazaleh Beigi

ACM Trans. Intell. Syst. Technol., 2020

Link and interaction polarity predictions in signed networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2020

Adversarial Attacks and Defenses on Graphs.

[BibT_eX]

[DOI]

SIGKDD Explor., 2020

Adversarial Attacks and Defenses in Images, Graphs and Text: A Review.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2020

To be Robust or to be Fair: Towards Fairness in Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Convolutional Networks against Degree-Related Biases.

[BibT_eX]

[DOI]

CoRR, 2020

Memory-efficient Embedding for Recommendations.

[BibT_eX]

[DOI]

CoRR, 2020

Self-supervised Learning on Graphs: Deep Insights and New Direction.

[BibT_eX]

[DOI]

CoRR, 2020

Chat as Expected: Learning to Manipulate Black-box Neural Dialogue Models.

[BibT_eX]

[DOI]

CoRR, 2020

Non-IID Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses.

[BibT_eX]

[DOI]

CoRR, 2020

Adversarial Attacks and Defenses on Graphs: A Review and Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2020

AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations.

[BibT_eX]

[DOI]

CoRR, 2020

Exploring Spatio-Temporal and Cross-Type Correlations for Crime Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Traffic Flow Prediction via Spatial Temporal Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

ROSE: Role-based Signed Network Embedding.

[BibT_eX]

[DOI]

Kevin Chen-Chuan Chang

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Decision Boundary of Deep Neural Networks: Challenges and Opportunities.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Epidemic Graph Convolutional Network.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Understanding and Promoting Teacher Connections in Online Social Media: A Case Study on Pinterest.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Teaching, 2020

Automated Embedding Size Search in Deep Recommender Systems.

[BibT_eX]

[DOI]

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

Streaming Graph Neural Networks.

[BibT_eX]

[DOI]

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

Global-and-Local Aware Data Generation for the Class Imbalance Problem.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Deep Adversarial Canonical Correlation Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Characterizing Teacher Connections in Online Social Media: A Case Study on Pinterest.

[BibT_eX]

[DOI]

Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

Jointly Learning to Recommend and Advertise.

[BibT_eX]

[DOI]

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

XGNN: Towards Model-Level Explanations of Graph Neural Networks.

[BibT_eX]

[DOI]

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

Adversarial Attacks and Defenses: Frontiers, Advances and Practice.

[BibT_eX]

[DOI]

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

Recent Advances in Multimodal Educational Data Mining in K-12 Education.

[BibT_eX]

[DOI]

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

Graph Structure Learning for Robust Graph Neural Networks.

[BibT_eX]

[DOI]

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

Learning from Incomplete Labeled Data via Adversarial Data Generation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Graph Pooling with Representativeness.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Online Academic Course Performance Prediction using Relational Graph Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Personalized Multimodal Feedback Generation in Education.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Does Gender Matter? Towards Fairness in Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Whole-Chain Recommendations.

[BibT_eX]

[DOI]

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

Investigating and Mitigating Degree-Related Biases in Graph Convoltuional Networks.

[BibT_eX]

[DOI]

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

A Double Residual Compression Algorithm for Efficient Distributed Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Siamese Neural Networks for Class Activity Detection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

Towards Improving Sample Representativeness of Teachers on Online Social Media: A Case Study on Pinterest.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

Neural Multi-task Learning for Teacher Question Detection in Online Classrooms.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 21st International Conference, 2020

Learning Multi-Level Dependencies for Robust Word Recognition.

[BibT_eX]

[DOI]

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

Graduate Employment Prediction with Bias.

[BibT_eX]

[DOI]

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

2019

Toward Keyword Extraction in Constrained Information Retrieval in Vehicle Social Network.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

Deep reinforcement learning for search, recommendation, and online advertising: a survey.

[BibT_eX]

[DOI]

SIGWEB Newsl., 2019

Gene Expression and Protein Function: A Survey of Deep Learning Methods.

[BibT_eX]

[DOI]

Saket Sathe

Sayani Aggarwal

SIGKDD Explor., 2019

Characterizing the Decision Boundary of Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Say What I Want: Towards the Dark Side of Neural Dialogue Models.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Reinforcement Learning for Online Advertising in Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2019

R-Transformer: Recurrent Neural Network Enhanced Transformer.

[BibT_eX]

[DOI]

CoRR, 2019

Toward Simulating Environments in Reinforcement Learning Based Recommendations.

[BibT_eX]

[DOI]

CoRR, 2019

Attacking Graph Convolutional Networks via Rewiring.

[BibT_eX]

[DOI]

CoRR, 2019

Model-Based Reinforcement Learning for Whole-Chain Recommendations.

[BibT_eX]

[DOI]

CoRR, 2019

Recommender Systems with Heterogeneous Side Information.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Graph Neural Networks for Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Learning-based Blockage Prediction for Robust Links in Dynamic Millimeter Wave Networks.

[BibT_eX]

[DOI]

Masoud Zarifneshat

Li Xiao

Proceedings of the 16th Annual IEEE International Conference on Sensing, 2019

Multi-dimensional Graph Convolutional Networks.

[BibT_eX]

[DOI]

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

Deep social collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM Conference on Recommender Systems, 2019

Learning Hierarchical Discourse-level Structure for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Graph Convolutional Networks with EigenPooling.

[BibT_eX]

[DOI]

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

Deep Adversarial Social Recommendation.

[BibT_eX]

[DOI]

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

Weight Loss Prediction in Social-Temporal Context.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Learning Effective Embeddings From Crowdsourced Labels: An Educational Case Study.

[BibT_eX]

[DOI]

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

Balance in Signed Bipartite Networks.

[BibT_eX]

[DOI]

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

Multi-factor congressional vote prediction.

[BibT_eX]

[DOI]

Proceedings of the ASONAM '19: International Conference on Advances in Social Networks Analysis and Mining, 2019

Deep Knowledge Tracing with Side Information.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

Automatic Short Answer Grading via Multiway Attention Networks.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Education - 20th International Conference, 2019

2018

Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data.

[BibT_eX]

[DOI]

Süleyman Cenk Sahinalp

Predrag Radivojac

Filippo Menczer

Yi Chang

IEEE Trans. Knowl. Data Eng., 2018

Exploring Hierarchical Structures for Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Understanding and Identifying Rhetorical Questions in Social Media.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Crime in Urban Areas: : A Data Mining Perspective.

[BibT_eX]

[DOI]

SIGKDD Explor., 2018

Feature Selection: A Data Perspective.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2018

Reinforcement Learning for Online Information Seeking.

[BibT_eX]

[DOI]

CoRR, 2018

Dynamic Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Signed Graph Convolutional Network.

[BibT_eX]

[DOI]

CoRR, 2018

Linked Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Reinforcement Learning for List-wise Recommendations.

[BibT_eX]

[DOI]

CoRR, 2018

Cloud Information Retrieval: Model Description and Scheme Design.

[BibT_eX]

[DOI]

Zhen Yang

IEEE Access, 2018

Understanding and Predicting Delay in Reciprocal Relations.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Hierarchical Variational Memory Network for Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Micro Behaviors: A New Perspective in E-commerce Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

A Path-constrained Framework for Discriminating Substitutable and Complementary Products in E-commerce.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

CrossFire: Cross Media Joint Friend and Item Recommendations.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Multi-Dimensional Network Embedding with Hierarchical Structure.

[BibT_eX]

[DOI]

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Weakly Supervised Facial Attribute Manipulation via Deep Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Deep reinforcement learning for page-wise recommendations.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Congressional Vote Analysis Using Signed Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Signed Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

How Voice Service Threatens Cellular-Connected IoT Devices in the Operational 4G LTE Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Multi-Source Multi-Class Fake News Detection.

[BibT_eX]

[DOI]

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

Signed Network Modeling Based on Structural Balance Theory.

[BibT_eX]

[DOI]

Charu C. Aggarwal

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

Toward End-to-End Deception Detection in Videos.

[BibT_eX]

[DOI]

Yanen Li

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

CADET: A Multi-View Learning Framework for Compromised Account Detection on Twitter.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Exploiting User Actions for App Recommendations.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

End-to-End Compromised Account Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Opinions Power Opinions: Joint Link and Interaction Polarity Predictions in Signed Networks.

[BibT_eX]

[DOI]

Zhiwei Wang

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Local and Global Information Preserved Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

Twitter summarization with social-temporal context.

[BibT_eX]

[DOI]

World Wide Web, 2017

Facilitating Time Critical Information Seeking in Social Media.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Large-Scale Location Prediction for Web Pages.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Fake News Detection on Social Media: A Data Mining Perspective.

[BibT_eX]

[DOI]

SIGKDD Explor., 2017

A Survey on Dialogue Systems: Recent Advances and New Frontiers.

[BibT_eX]

[DOI]

SIGKDD Explor., 2017

Preserving Local and Global Information for Network Embedding.

[BibT_eX]

[DOI]

CoRR, 2017

Signed Node Relevance Measurements.

[BibT_eX]

[DOI]

CoRR, 2017

Learning Word Representations for Sentiment Analysis.

[BibT_eX]

[DOI]

Cogn. Comput., 2017

What Your Images Reveal: Exploiting Visual Contents for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

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

Understanding and Discovering Deliberate Self-harm Content in Social Media.

[BibT_eX]

[DOI]

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

Streaming Recommender Systems.

[BibT_eX]

[DOI]

Mark A. Hasegawa-Johnson

Thomas S. Huang

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

Delving Deep into Personal Photo and Video Search.

[BibT_eX]

[DOI]

Alexander G. Hauptmann

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Understanding compromised accounts on Twitter.

[BibT_eX]

[DOI]

Courtland VanDam

Pang-Ning Tan

Proceedings of the International Conference on Web Intelligence, 2017

Exploiting Hierarchical Structures for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Signed Network Embedding in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Price Recommendation on Vacation Rental Websites.

[BibT_eX]

[DOI]

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Embedded Supervised Feature Selection for Multi-class Data.

[BibT_eX]

[DOI]

Lin Chen

Baoxin Li

Proceedings of the 2017 SIAM International Conference on Data Mining, 2017

Mixture Factorized Ornstein-Uhlenbeck Processes for Time-Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Reconstruction-based Unsupervised Feature Selection: An Embedded Approach.

[BibT_eX]

[DOI]

Jundong Li

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

Exploring Transfer Learning for Crime Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Predicting Weight Loss with Enemble Methods.

[BibT_eX]

[DOI]

Zhiwei Wang

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Network Embedding with Centrality Information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Modeling Temporal-Spatial Correlations for Crime Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Understanding and Predicting Weight Loss with Mobile Social Networking Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Attributed Signed Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Attributed Network Embedding for Learning in a Dynamic Environment.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

CLARE: A Joint Approach to Label Classification and Tag Recommendation.

[BibT_eX]

[DOI]

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

Unsupervised Sentiment Analysis with Signed Social Networks.

[BibT_eX]

[DOI]

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

2016

User Identity Linkage across Online Social Networks: A Review.

[BibT_eX]

[DOI]

SIGKDD Explor., 2016

Multi-document summarization via group sparse learning.

[BibT_eX]

[DOI]

Inf. Sci., 2016

The good, the bad, and the ugly: uncovering novel research opportunities in social media mining.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2016

A Survey of Signed Network Mining in Social Media.

[BibT_eX]

[DOI]

ACM Comput. Surv., 2016

Hierarchical Attention Network for Action Recognition in Videos.

[BibT_eX]

[DOI]

CoRR, 2016

Recommendations in Signed Social Networks.

[BibT_eX]

[DOI]

Charu C. Aggarwal

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

Understanding and Identifying Advocates for Political Campaigns on Social Media.

[BibT_eX]

[DOI]

Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

Node Classification in Signed Social Networks.

[BibT_eX]

[DOI]

Charu C. Aggarwal

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

Exploiting Emotional Information for Trust/Distrust Prediction.

[BibT_eX]

[DOI]

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

Ranking Relevance in Yahoo Search.

[BibT_eX]

[DOI]

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

Positive-Unlabeled Learning in Streaming Networks.

[BibT_eX]

[DOI]

Mark A. Hasegawa-Johnson

Thomas S. Huang

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

Timeline Summarization from Social Media with Life Cycle Models.

[BibT_eX]

[DOI]

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

Identifying Rhetorical Questions in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Exploring Personal Attributes from Unprotected Interactions.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Web and Social Media, 2016

Signed Link Analysis in Social Media Networks.

[BibT_eX]

[DOI]

Ghazaleh Beigi

Proceedings of the Tenth International Conference on Web and Social Media, 2016

PPP: Joint Pointwise and Pairwise Image Label Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Paired Restricted Boltzmann Machine for Linked Data.

[BibT_eX]

[DOI]

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

Linked Document Embedding for Classification.

[BibT_eX]

[DOI]

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

Learning to Rewrite Queries.

[BibT_eX]

[DOI]

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

Recommendation with Social Dimensions.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Predicting Online Protest Participation of Social Media Users.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Trust in Social Media

[BibT_eX]

[DOI]

Synthesis Lectures on Information Security, Privacy, & Trust, Morgan & Claypool Publishers, ISBN: 978-3-031-02345-3, 2015

Trust Evolution: Modeling and Its Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Addressing the cold-start problem in location recommendation using geo-social correlations.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2015

Predicting Online Protest Participation of Social Media Users.

[BibT_eX]

[DOI]

CoRR, 2015

Negative Link Prediction in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Propagation-based Sentiment Analysis for Microblogging Data.

[BibT_eX]

[DOI]

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

Heterogeneous Network Embedding via Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Unsupervised Sentiment Analysis for Social Media Images.

[BibT_eX]

[DOI]

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

Exploring Implicit Hierarchical Structures for Recommender Systems.

[BibT_eX]

[DOI]

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

Context-Aware Experience Extraction from Online Health Forums.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Healthcare Informatics, 2015

Finding Time-Critical Responses for Information Seeking in Social Media.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Toward Dual Roles of Users in Recommender Systems.

[BibT_eX]

[DOI]

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

Unsupervised Streaming Feature Selection in Social Media.

[BibT_eX]

[DOI]

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

Modeling Status Theory in Trust Prediction.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Embedded Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Leveraging Social Foci for Information Seeking in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Content-Aware Point of Interest Recommendation on Location-Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

An Unsupervised Feature Selection Framework for Social Media Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Feature Selection for Social Media Data.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

User Vulnerability and Its Reduction on a Social Networking Site.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

Trust in social computing.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Trust Prediction with Temporal Dynamics.

[BibT_eX]

[DOI]

Guoyong Cai

Yiming Wen

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Leveraging knowledge across media for spammer detection in microblogging.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Discriminant Analysis for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

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

Personalized location recommendation on location-based social networks.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Recommendation in social media: recent advances and new frontiers.

[BibT_eX]

[DOI]

Jie Tang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Social Spammer Detection with Sentiment Information.

[BibT_eX]

[DOI]

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

Is distrust the negation of trust?: the value of distrust in social media.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Am i more similar to my followers or followees?: analyzing homophily effect in directed social networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Scalable learning of users' preferences using networked data.

[BibT_eX]

[DOI]

Mohammad Ali Abbasi

Proceedings of the 25th ACM Conference on Hypertext and Social Media, 2014

Predictability of Distrust with Interaction Data.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Online Social Spammer Detection.

[BibT_eX]

[DOI]

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

Feature Selection for Classification: A Review.

[BibT_eX]

[DOI]

Salem Alelyani

Proceedings of the Data Classification: Algorithms and Applications, 2014

2013

Social recommendation: a review.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2013

Mining social media with social theories: a survey.

[BibT_eX]

[DOI]

Yi Chang

SIGKDD Explor., 2013

Unsupervised sentiment analysis with emotional signals.

[BibT_eX]

[DOI]

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

Exploiting homophily effect for trust prediction.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Exploiting social relations for sentiment analysis in microblogging.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

CoSelect: Feature Selection with Instance Selection for Social Media Data.

[BibT_eX]

[DOI]

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

ActNeT: Active Learning for Networked Texts in Microblogging.

[BibT_eX]

[DOI]

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

Unsupervised Feature Selection for Multi-View Data in Social Media.

[BibT_eX]

[DOI]

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

Context-aware review helpfulness rating prediction.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Exploring temporal effects for location recommendation on location-based social networks.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Exploiting Local and Global Social Context for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Social Spammer Detection in Microblogging.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Modeling temporal effects of human mobile behavior on location-based social networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Network denoising in social media.

[BibT_eX]

[DOI]

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

Feature Selection for Clustering: A Review.

[BibT_eX]

Salem Alelyani

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Enriching short text representation in microblog for clustering.

[BibT_eX]

[DOI]

Frontiers Comput. Sci. China, 2012

mTrust: discerning multi-faceted trust in a connected world.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Feature Selection with Linked Data in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

eTrust: understanding trust evolution in an online world.

[BibT_eX]

[DOI]

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

Unsupervised feature selection for linked social media data.

[BibT_eX]

[DOI]

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

Exploring Social-Historical Ties on Location-Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Weblogs and Social Media, 2012

gSCorr: modeling geo-social correlations for new check-ins on location-based social networks.

[BibT_eX]

[DOI]

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

2011

Integrating Social Media Data for Community Detection.

[BibT_eX]

[DOI]

Xufei Wang

Proceedings of the Modeling and Mining Ubiquitous Social Media, 2011

Document Clustering via Matrix Representation.

[BibT_eX]

[DOI]

Xufei Wang