Defu Lian

According to our database1, Defu Lian authored at least 55 papers between 2011 and 2019.

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

Timeline

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Links

On csauthors.net:

Bibliography

2019
Predicting Academic Performance for College Students: A Campus Behavior Perspective.
ACM TIST, 2019

A Novel User Representation Paradigm for Making Personalized Candidate Retrieval.
CoRR, 2019

Binarized Collaborative Filtering with Distilling Graph Convolutional Networks.
CoRR, 2019

MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Binarized Collaborative Filtering with Distilling Graph Convolutional Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

International Workshop on Model Selection and Parameter Tuning in Recommender Systems.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Adversarial Binary Collaborative Filtering for Implicit Feedback.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Improving One-Class Collaborative Filtering via Ranking-Based Implicit Regularizer.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Preference-Aware Task Assignment in Spatial Crowdsourcing.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.
ACM Trans. Inf. Syst., 2018

Scalable Content-Aware Collaborative Filtering for Location Recommendation.
IEEE Trans. Knowl. Data Eng., 2018

Jointly Recommending Library Books and Predicting Academic Performance: A Mutual Reinforcement Perspective.
J. Comput. Sci. Technol., 2018

Advanced forecasting of career choices for college students based on campus big data.
Frontiers Comput. Sci., 2018

Discrete Deep Learning for Fast Content-Aware Recommendation.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Spatial-Aware Deep Recommender System.
Proceedings of the 2018 IEEE SmartWorld, 2018

Discrete Ranking-based Matrix Factorization with Self-Paced Learning.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Neural Memory Streaming Recommender Networks with Adversarial Training.
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

Binarized attributed network embedding.
Proceedings of the IEEE International Conference on Data Mining, 2018

MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment.
Proceedings of the Database Systems for Advanced Applications, 2018

Attention-Based Transactional Context Embedding for Next-Item Recommendation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Sparse Modeling-Based Sequential Ensemble Learning for Effective Outlier Detection in High-Dimensional Numeric Data.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Mobile Check-In Recommendation.
Proceedings of the Encyclopedia of GIS., 2017

Overview of the NLPCC-ICCPOL 2017 Shared Task: Social Media User Modeling.
Proceedings of the Natural Language Processing and Chinese Computing, 2017

Discrete Content-aware Matrix Factorization.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Learning User's Intrinsic and Extrinsic Interests for Point-of-Interest Recommendation: A Unified Approach.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Predicting Academic Performance via Semi-supervised Learning with Constructed Campus Social Network.
Proceedings of the Database Systems for Advanced Applications, 2017

GPS-Simulated Trajectory Detection.
Proceedings of the Database Systems for Advanced Applications, 2017

Discrete Personalized Ranking for Fast Collaborative Filtering from Implicit Feedback.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Predicting Social Status via Social Networks: A Case Study on University, Occupation, and Region.
CoRR, 2016

Exploiting Dining Preference for Restaurant Recommendation.
Proceedings of the 25th International Conference on World Wide Web, 2016

Collaborative Knowledge Base Embedding for Recommender Systems.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sparse Bayesian Content-Aware Collaborative Filtering for Implicit Feedback.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Regularized Content-Aware Tensor Factorization Meets Temporal-Aware Location Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Mutual Reinforcement of Academic Performance Prediction and Library Book Recommendation.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Constraint Free Preference Preserving Hashing for Fast Recommendation.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Forecasting Career Choice for College Students Based on Campus Big Data.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Geo-social media data analytic for user modeling and location-based services.
SIGSPATIAL Special, 2015

Mining Location-based Social Networks: A Predictive Perspective.
IEEE Data Eng. Bull., 2015

Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Content-Aware Collaborative Filtering for Location Recommendation Based on Human Mobility Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Lifting the Predictability of Human Mobility on Activity Trajectories.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Mining consumer impulsivity from offline and online behavior.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

2014
Mining Check-In History for Personalized Location Naming.
ACM TIST, 2014

Indigenization of Urban Mobility.
CoRR, 2014

Mining novelty-seeking trait across heterogeneous domains.
Proceedings of the 23rd International World Wide Web Conference, 2014

Analyzing Location Predictability on Location-Based Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

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

We know how you live: exploring the spectrum of urban lifestyles.
Proceedings of the Conference on Online Social Networks, 2013

2012
Efficient processing of top-k queries: selective NRA algorithms.
J. Intell. Inf. Syst., 2012

2011
Collaborative activity recognition via check-in history.
Proceedings of the 2011 International Workshop on Location Based Social Networks, 2011

Learning location naming from user check-in histories.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011


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