Yizhou Sun

According to our database1, Yizhou Sun authored at least 142 papers between 2007 and 2019.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Homepage:

On csauthors.net:

Bibliography

2019
Abstract cost models for distributed data-intensive computations.
Distributed and Parallel Databases, 2019

Differentiable Product Quantization for End-to-End Embedding Compression.
CoRR, 2019

Few-Shot Representation Learning for Out-Of-Vocabulary Words.
CoRR, 2019

Pre-Training Graph Neural Networks for Generic Structural Feature Extraction.
CoRR, 2019

Learning to Identify High Betweenness Centrality Nodes from Scratch: A Novel Graph Neural Network Approach.
CoRR, 2019

Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification.
CoRR, 2019

Learning Fair Representations via an Adversarial Framework.
CoRR, 2019

Unsupervised Inductive Whole-Graph Embedding by Preserving Graph Proximity.
CoRR, 2019

SimGNN: A Neural Network Approach to Fast Graph Similarity Computation.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Few-Shot Representation Learning for Out-Of-Vocabulary Words.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Personalized Question Routing via Heterogeneous Network Embedding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Embedding Uncertain Knowledge Graphs.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Ranking Methods for Networks.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Embedding Uncertain Knowledge Graphs.
CoRR, 2018

Modeling Personalized Dynamics of Social Network and Opinion at Individual Level.
CoRR, 2018

Convolutional Set Matching for Graph Similarity.
CoRR, 2018

Convolutional Neural Networks for Fast Approximation of Graph Edit Distance.
CoRR, 2018

Graph Edit Distance Computation via Graph Neural Networks.
CoRR, 2018

The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games.
CoRR, 2018

Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games.
CoRR, 2018

Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations.
CoRR, 2018

HeteroMed: Heterogeneous Information Network for Medical Diagnosis.
CoRR, 2018

Modeling Game Avatar Synergy and Opposition through Embedding in Multiplayer Online Battle Arena Games.
CoRR, 2018

RaRE: Social Rank Regulated Large-scale Network Embedding.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

HeteroNAM: International Workshop on Heterogeneous Networks Analysis and Mining.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

The art of drafting: a team-oriented hero recommendation system for multiplayer online battle arena games.
Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations.
Proceedings of the 35th International Conference on Machine Learning, 2018

HeteroMed: Heterogeneous Information Network for Medical Diagnosis.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games.
Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

2017
A Survey of Heterogeneous Information Network Analysis.
IEEE Trans. Knowl. Data Eng., 2017

ST-SAGE: A Spatial-Temporal Sparse Additive Generative Model for Spatial Item Recommendation.
ACM TIST, 2017

DMSS: A Robust Deep Meta Structure Based Similarity Measure in Heterogeneous Information Networks.
CoRR, 2017

Learning K-way D-dimensional Discrete Code For Compact Embedding Representations.
CoRR, 2017

EOMM: An Engagement Optimized Matchmaking Framework.
CoRR, 2017

On Sampling Strategies for Neural Network-based Collaborative Filtering.
CoRR, 2017

Player Skill Decomposition in Multiplayer Online Battle Arenas.
CoRR, 2017

Joint Text Embedding for Personalized Content-based Recommendation.
CoRR, 2017

Recommendation in Context-Rich Environment: An Information Network Analysis Approach.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

User Stance Prediction via Online Behavior Mining.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

EOMM: An Engagement Optimized Matchmaking Framework.
Proceedings of the 26th International Conference on World Wide Web, 2017

Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Ideology Detection for Twitter Users via Link Analysis.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2017

The Co-Evolution Model for Social Network Evolving and Opinion Migration.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

On Sampling Strategies for Neural Network-based Collaborative Filtering.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Case for Abstract Cost Models for Distributed Execution of Analytics Operators.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Weakly-Guided User Stance Prediction via Joint Modeling of Content and Social Interaction.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Design of reciprocal recommendation systems for online dating.
Social Netw. Analys. Mining, 2016

Ideology Detection for Twitter Users with Heterogeneous Types of Links.
CoRR, 2016

Entity Embedding-based Anomaly Detection for Heterogeneous Categorical Events.
CoRR, 2016

Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification.
CoRR, 2016

Predicting drug target interactions using meta-path-based semantic network analysis.
BMC Bioinformatics, 2016

Learning Global Term Weights for Content-based Recommender Systems.
Proceedings of the 25th International Conference on World Wide Web, 2016

WSDM Cup 2016: Entity Ranking Challenge.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Integrating Community and Role Detection in Information Networks.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Meta Structure: Computing Relevance in Large Heterogeneous Information Networks.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Entity Embedding-Based Anomaly Detection for Heterogeneous Categorical Events.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

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

Toward Representation Independent Analytics over Structured Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Towards Representation Independent Similarity Search Over Graph Databases.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Universal-DB: Towards Representation Independent Graph Analytics.
PVLDB, 2015

Reciprocal Recommendation System for Online Dating.
CoRR, 2015

Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation.
CoRR, 2015

A Survey of Heterogeneous Information Network Analysis.
CoRR, 2015

Representation Independent Proximity and Similarity Search.
CoRR, 2015

Clustering and Ranking in Heterogeneous Information Networks via Gamma-Poisson Model.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Are You Satisfied with Life?: Predicting Satisfaction with Life from Facebook.
Proceedings of the Social Computing, Behavioral-Cultural Modeling, and Prediction, 2015

Entity Matching across Heterogeneous Sources.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Geo-SAGE: A Geographical Sparse Additive Generative Model for Spatial Item Recommendation.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Reciprocal Recommendation System for Online Dating.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

Context-aware Entity Morph Decoding.
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

Successful Data Mining Methods for NLP.
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

RAIN: Social Role-Aware Information Diffusion.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
LCARS: A Spatial Item Recommender System.
ACM Trans. Inf. Syst., 2014

Co-Evolution of Multi-Typed Objects in Dynamic Star Networks.
IEEE Trans. Knowl. Data Eng., 2014

Representation Independent Analytics Over Structured Data.
CoRR, 2014

Personalized entity recommendation: a heterogeneous information network approach.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

Open educational resource based information understanding via pdf document interaction.
Proceedings of the ACM Web Science Conference, 2014

NewsNetExplorer: automatic construction and exploration of news information networks.
Proceedings of the International Conference on Management of Data, 2014

Toward General Similarity Search Over Graphs.
Proceedings of the Second International Workshop on Graph Data Management Experiences and Systems, 2014

Topic-factorized ideal point estimation model for legislative voting network.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Full-text based context-rich heterogeneous network mining approach for citation recommendation.
Proceedings of the IEEE/ACM Joint Conference on Digital Libraries, 2014

Meta-Path-Based Ranking with Pseudo Relevance Feedback on Heterogeneous Graph for Citation Recommendation.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Modeling Topic Diffusion in Multi-Relational Bibliographic Information Networks.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Be Appropriate and Funny: Automatic Entity Morph Encoding.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Probabilistic Models for Classification.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Perspective on Measurement Metrics for Community Detection Algorithms.
Proceedings of the Mining Social Networks and Security Informatics, 2013

A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models.
IEEE Trans. Knowl. Data Eng., 2013

PathSelClus: Integrating Meta-Path Selection with User-Guided Object Clustering in Heterogeneous Information Networks.
TKDD, 2013

Research-insight: providing insight on research by publication network analysis.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Recommendation in heterogeneous information networks with implicit user feedback.
Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

LCARS: a location-content-aware recommender system.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Semantic Frame-Based Document Representation for Comparable Corpora.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Resolving Entity Morphs in Censored Data.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Mining Heterogeneous Information Networks: Principles and Methodologies
Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers, 2012

Mining heterogeneous information networks: a structural analysis approach.
SIGKDD Explorations, 2012

Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach.
PVLDB, 2012

Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes.
PVLDB, 2012

Robustness Test of Genetic Algorithm on Generating Rules for Currency Trading.
Proceedings of the 3rd International Neural Network Society Winter Conference, 2012

Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach.
IJDSN, 2012

Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
CoRR, 2012

When will it happen?: relationship prediction in heterogeneous information networks.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Community Trend Outlier Detection Using Soft Temporal Pattern Mining.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Query-driven discovery of semantically similar substructures in heterogeneous networks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Integrating meta-path selection with user-guided object clustering in heterogeneous information networks.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Integrating community matching and outlier detection for mining evolutionary community outliers.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Predicting Links in Multi-relational and Heterogeneous Networks.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

ETM: Entity Topic Models for Mining Documents Associated with Entities.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Multidimensional Analysis of Atypical Events in Cyber-Physical Data.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Mining Knowledge from Data: An Information Network Analysis Approach.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

User guided entity similarity search using meta-path selection in heterogeneous information networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Probabilistic Models for Text Mining.
Proceedings of the Mining Text Data, 2012

2011
PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks.
PVLDB, 2011

Trust analysis with clustering.
Proceedings of the 20th International Conference on World Wide Web, 2011

WINACS: construction and analysis of web-based computer science information networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Apollo: Towards factfinding in participatory sensing.
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Co-author Relationship Prediction in Heterogeneous Bibliographic Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

Evolutionary Clustering and Analysis of Bibliographic Networks.
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2011

2010
Mining knowledge from databases: an information network analysis approach.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Graph Regularized Transductive Classification on Heterogeneous Information Networks.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Community evolution detection in dynamic heterogeneous information networks.
Proceedings of the Eighth Workshop on Mining and Learning with Graphs, 2010

On community outliers and their efficient detection in information networks.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Region-based online promotion analysis.
Proceedings of the EDBT 2010, 2010

Fast computation of SimRank for static and dynamic information networks.
Proceedings of the EDBT 2010, 2010

SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Integrating Clustering with Ranking in Heterogeneous Information Networks Analysis.
Proceedings of the Link Mining: Models, Algorithms, and Applications, 2010

2009
iNextCube: Information Network-Enhanced Text Cube.
PVLDB, 2009

Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Ranking-based clustering of heterogeneous information networks with star network schema.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Heterogeneous source consensus learning via decision propagation and negotiation.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

iTopicModel: Information Network-Integrated Topic Modeling.
Proceedings of the ICDM 2009, 2009

RankClus: integrating clustering with ranking for heterogeneous information network analysis.
Proceedings of the EDBT 2009, 2009

P-Rank: a comprehensive structural similarity measure over information networks.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
BibNetMiner: mining bibliographic information networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Sampling cube: a framework for statistical olap over sampling data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Real-Time Short-Term Traffic Flow Forecasting Based on Process Neural Network.
Proceedings of the Advances in Neural Networks, 2008

2007
Causal relation of queries from temporal logs.
Proceedings of the 16th International Conference on World Wide Web, 2007


  Loading...