Peng Cui

According to our database1, Peng Cui authored at least 124 papers between 2007 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
A Survey on Network Embedding.
IEEE Trans. Knowl. Data Eng., 2019

Video Summarization by Learning Deep Side Semantic Embedding.
IEEE Trans. Circuits Syst. Video Techn., 2019

NICO: A Dataset Towards Non-I.I.D. Image Classification.
CoRR, 2019

Heterogeneous Graph Attention Network.
CoRR, 2019

Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation.
CoRR, 2019

Heterogeneous Graph Attention Network.
Proceedings of the World Wide Web Conference, 2019

Focused Context Balancing for Robust Offline Policy Evaluation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Robust Graph Convolutional Networks Against Adversarial Attacks.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Uncovering Pattern Formation of Information Flow.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

AutoNE: Hyperparameter Optimization for Massive Network Embedding.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning From Networks: Algorithms, Theory, and Applications.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Disentangled Graph Convolutional Networks.
Proceedings of the 36th International Conference on Machine Learning, 2019

Causation-Driven Visualizations for Insurance Recommendation.
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

2018
General Knowledge Embedded Image Representation Learning.
IEEE Trans. Multimedia, 2018

High-Order Proximity Preserved Embedding for Dynamic Networks.
IEEE Trans. Knowl. Data Eng., 2018

On Power Law Growth of Social Networks.
IEEE Trans. Knowl. Data Eng., 2018

Effective Promotional Strategies Selection in Social Media: A Data-Driven Approach.
IEEE Trans. Big Data, 2018

Deep Learning on Graphs: A Survey.
CoRR, 2018

Stable Prediction across Unknown Environments.
CoRR, 2018

Billion-scale Network Embedding with Iterative Random Projection.
CoRR, 2018

Causally Regularized Learning with Agnostic Data Selection Bias.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep Variational Network Embedding in Wasserstein Space.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Arbitrary-Order Proximity Preserved Network Embedding.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning and Interpreting Complex Distributions in Empirical Data.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Deep Recursive Network Embedding with Regular Equivalence.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Hierarchical Taxonomy Aware Network Embedding.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Stable Prediction across Unknown Environments.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Scalable Optimization for Embedding Highly-Dynamic and Recency-Sensitive Data.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Power-law Distribution Aware Trust Prediction.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Billion-Scale Network Embedding with Iterative Random Projection.
Proceedings of the IEEE International Conference on Data Mining, 2018

Collective Human Behavior in Cascading System: Discovery, Modeling and Applications.
Proceedings of the IEEE International Conference on Data Mining, 2018

TIMERS: Error-Bounded SVD Restart on Dynamic Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep Asymmetric Transfer Network for Unbalanced Domain Adaptation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Structural Deep Embedding for Hyper-Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
comeNgo: A Dynamic Model for Social Group Evolution.
TKDD, 2017

Special issue on intelligent urban computing with big data.
Mach. Vis. Appl., 2017

Uncovering and predicting the dynamic process of information cascades with survival model.
Knowl. Inf. Syst., 2017

Joint user-interest and social-influence emotion prediction for individuals.
Neurocomputing, 2017

Structural Deep Embedding for Hyper-Networks.
CoRR, 2017

TIMERS: Error-Bounded SVD Restart on Dynamic Networks.
CoRR, 2017

A Survey on Network Embedding.
CoRR, 2017

Learning to Learn Image Classifiers with Informative Visual Analogy.
CoRR, 2017

On Image Classification: Correlation v.s. Causality.
CoRR, 2017

Structural patterns of information cascades and their implications for dynamics and semantics.
CoRR, 2017

Quantifying Structural Patterns of Information Cascades.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Human-like Visual Learning and Reasoning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A Temporally Heterogeneous Survival Framework with Application to Social Behavior Dynamics.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Estimating Treatment Effect in the Wild via Differentiated Confounder Balancing.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Community Preserving Network Embedding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Treatment Effect Estimation with Data-Driven Variable Decomposition.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Spotting Suspicious Behaviors in Multimodal Data: A General Metric and Algorithms.
IEEE Trans. Knowl. Data Eng., 2016

Catching Synchronized Behaviors in Large Networks: A Graph Mining Approach.
TKDD, 2016

Inferring lockstep behavior from connectivity pattern in large graphs.
Knowl. Inf. Syst., 2016

Social-Sensed Multimedia Computing.
IEEE MultiMedia, 2016

Suspicious Behavior Detection: Current Trends and Future Directions.
IEEE Intelligent Systems, 2016

Online Behavioral Analysis and Modeling [Guest Editorial].
IEEE Intelligent Systems, 2016

Uncovering and Predicting Human Behaviors.
IEEE Intelligent Systems, 2016

Social Media Profiler: Inferring Your Social Media Personality from Visual Attributes in Portrait.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Come-and-Go Patterns of Group Evolution: A Dynamic Model.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Structural Deep Network Embedding.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Asymmetric Transitivity Preserving Graph Embedding.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Steering Social Media Promotions with Effective Strategies.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Little Is Much: Bridging Cross-Platform Behaviors through Overlapped Crowds.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning Compact Hash Codes for Multimodal Representations Using Orthogonal Deep Structure.
IEEE Trans. Multimedia, 2015

Social Recommendation with Cross-Domain Transferable Knowledge.
IEEE Trans. Knowl. Data Eng., 2015

Multimedia Big Data Computing.
IEEE MultiMedia, 2015

From Micro to Macro: Uncovering and Predicting Information Cascading Process with Behavioral Dynamics.
CoRR, 2015

Learning Socially Embedded Visual Representation from Scratch.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Non-transitive Hashing with Latent Similarity Components.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Deep Multimodal Hashing with Orthogonal Regularization.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

From Micro to Macro: Uncovering and Predicting Information Cascading Process with Behavioral Dynamics.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A General Suspiciousness Metric for Dense Blocks in Multimodal Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Head detection based on convolutional neural network with multi-stage weighted feature.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Probabilistic Attributed Hashing.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Perceiving Group Themes from Collective Social and Behavioral Information.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs.
TOMCCAP, 2014

Social-Sensed Image Search.
ACM Trans. Inf. Syst., 2014

Scalable Recommendation with Social Contextual Information.
IEEE Trans. Knowl. Data Eng., 2014

Hyperspectral Image Classification Through Bilayer Graph-Based Learning.
IEEE Trans. Image Processing, 2014

A data-driven study of image feature extraction and fusion.
Inf. Sci., 2014

Graph-Based Residence Location Inference for Social Media Users.
IEEE MultiMedia, 2014

Social-oriented visual image search.
Computer Vision and Image Understanding, 2014

Detecting suspicious following behavior in multimillion-node social networks.
Proceedings of the 23rd International World Wide Web Conference, 2014

1st workshop on diffusion networks and cascade analytics.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Inferring Strange Behavior from Connectivity Pattern in Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

How Your Portrait Impresses People?: Inferring Personality Impressions from Portrait Contents.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Social Embedding Image Distance Learning.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

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

What Videos Are Similar with You?: Learning a Common Attributed Representation for Video Recommendation.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Emotionally Representative Image Discovery for Social Events.
Proceedings of the International Conference on Multimedia Retrieval, 2014

FEMA: flexible evolutionary multi-faceted analysis for dynamic behavioral pattern discovery.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

CatchSync: catching synchronized behavior in large directed graphs.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Find you from your friends: Graph-based residence location prediction for users in social media.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

2013
Social Media Recommendation.
Proceedings of the Social Media Retrieval, 2013

Propagation-based social-aware multimedia content distribution.
TOMCCAP, 2013

Social Visual Image Ranking for Web Image Search.
Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

User interest and social influence based emotion prediction for individuals.
Proceedings of the ACM Multimedia Conference, 2013

Comparing apples to oranges: a scalable solution with heterogeneous hashing.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Cascading outbreak prediction in networks: a data-driven approach.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

EventLens: An Automatic Magazine Generating System for Social Media.
Proceedings of the Human Interface and the Management of Information. Information and Interaction Design, 2013

2012
A Matrix-Based Approach to Unsupervised Human Action Categorization.
IEEE Trans. Multimedia, 2012

Analyzing Image Deblurring Through Three Paradigms.
IEEE Trans. Image Processing, 2012

Guest editorial: Special issue on information retrieval for social media.
Inf. Retr., 2012

Analyzing social media via event facets.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Social recommendation across multiple relational domains.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Social contextual recommendation.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Hierarchical visual event pattern mining and its applications.
Data Min. Knowl. Discov., 2011

Who should share what?: item-level social influence prediction for users and posts ranking.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

ACM international workshop on social and behavioral networked media access (SBNMA'11).
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

The Visualization of Mass Information in Social Network with a Holistic View.
Proceedings of the Electronic Visualisation and the Arts, 2011

Item-Level Social Influence Prediction with Probabilistic Hybrid Factor Matrix Factorization.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
HFAG: Hierarchical Frame Affinity Group for video retrieval on very large video dataset.
Proceedings of the International Conference on Image Processing, 2010

2009
Contextual Mixture Tracking.
IEEE Trans. Multimedia, 2009

Adaptive mixture observation models for multiple object tracking.
Science in China Series F: Information Sciences, 2009

A Cascade SVM Approach for Head-shoulder Detection using Histograms of Oriented Gradients.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2009), 2009

2008
Analysis of Human Actions for Video Indexing.
Proceedings of the Advances in Multimedia Information Processing, 2008

A Joint Matrix Factorization Approach to Unsupervised Action Categorization.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

2007
A Novel Event-Oriented Segment-of-Interest Discovery Method for Surveillance Video.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Sequential Monte Carlo Approach to Anomaly Detection in Tracking Visual Events.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007


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