Xing Xie

According to our database1, Xing Xie authored at least 310 papers between 2002 and 2020.

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

Timeline

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Bibliography

2020
Sequential Recommendation via Cross-Domain Novelty Seeking Trait Mining.
J. Comput. Sci. Technol., 2020

FedCTR: Federated Native Ad CTR Prediction with Multi-Platform User Behavior Data.
CoRR, 2020

Fairness-aware News Recommendation with Decomposed Adversarial Learning.
CoRR, 2020

Privacy-Preserving News Recommendation Model Training via Federated Learning.
CoRR, 2020

FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning.
CoRR, 2020

A Survey on Knowledge Graph-Based Recommender Systems.
CoRR, 2020

Graph Convolution Machine for Context-aware Recommender System.
CoRR, 2020

Correction to: Special issue on recommender system.
CCF Trans. Pervasive Comput. Interact., 2020

LightRec: A Memory and Search-Efficient Recommender System.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Leveraging Demonstrations for Reinforcement Recommendation Reasoning over Knowledge Graphs.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Octopus: Comprehensive and Elastic User Representation for the Generation of Recommendation Candidates.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Towards Explainable Conversational Recommendation.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

MIND: A Large-scale Dataset for News Recommendation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Fine-grained Interest Matching for Neural News Recommendation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Graph Neural News Recommendation with Unsupervised Preference Disentanglement.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Exploring High-Order User Preference on the Knowledge Graph for Recommender Systems.
ACM Trans. Inf. Syst., 2019

Personalized Reason Generation for Explainable Song Recommendation.
ACM Trans. Intell. Syst. Technol., 2019

Neural Chinese word segmentation with dictionary.
Neurocomputing, 2019

Fast and Accurate Knowledge-Aware Document Representation Enhancement for News Recommendations.
CoRR, 2019

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

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation.
CoRR, 2019

Special issue on recommender system.
CCF Trans. Pervasive Comput. Interact., 2019

Helpfulness-aware review based neural recommendation.
CCF Trans. Pervasive Comput. Interact., 2019

Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation.
Proceedings of the World Wide Web Conference, 2019

Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation.
Proceedings of the World Wide Web Conference, 2019

Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization.
Proceedings of the World Wide Web Conference, 2019

MSA: Jointly Detecting Drug Name and Adverse Drug Reaction Mentioning Tweets with Multi-Head Self-Attention.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Neural Demographic Prediction using Search Query.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

NRPA: Neural Recommendation with Personalized Attention.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Evaluating Image-Inspired Poetry Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

REKER: Relation Extraction with Knowledge of Entity and Relation.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

REET: Joint Relation Extraction and Entity Typing via Multi-task Learning.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

Neural Response Generation with Relevant Emotions for Short Text Conversation.
Proceedings of the Natural Language Processing and Chinese Computing, 2019

NPA: Neural News Recommendation with Personalized Attention.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Neural News Recommendation with Attentive Multi-View Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Hi-Fi Ark: Deep User Representation via High-Fidelity Archive Network.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Co-Attentive Multi-Task Learning for Explainable Recommendation.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Towards a Deep and Unified Understanding of Deep Neural Models in NLP.
Proceedings of the 36th International Conference on Machine Learning, 2019

CAMP: Co-Attention Memory Networks for Diagnosis Prediction in Healthcare.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural News Recommendation with Multi-Head Self-Attention.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural News Recommendation with Heterogeneous User Behavior.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Neural Review Rating Prediction with Hierarchical Attentions and Latent Factors.
Proceedings of the Database Systems for Advanced Applications, 2019

Neural Gender Prediction from News Browsing Data.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Title-Aware Neural News Topic Prediction.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Neural CTR Prediction for Native Ad.
Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Neural Review Rating Prediction with User and Product Memory.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Relation-Aware Graph Convolutional Networks for Agent-Initiated Social E-Commerce Recommendation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Neural Gender Prediction in Microblogging with Emotion-aware User Representation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

ARP: Aspect-aware Neural Review Rating Prediction.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Sentiment Lexicon Enhanced Neural Sentiment Classification.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

NICE: Neural In-Hospital Cost Estimation from Medical Records.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

News Graph: An Enhanced Knowledge Graph for News Recommendation.
Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems, 2019

Fast Neural Chinese Named Entity Recognition with Multi-head Self-attention.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding, 2019

Neural News Recommendation with Topic-Aware News Representation.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Exploring Sequence-to-Sequence Learning in Aspect Term Extraction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Neural News Recommendation with Long- and Short-term User Representations.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Explainable Recommendation through Attentive Multi-View Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Guest editorial: special issue on mobile crowdsourcing - Preface to the special issue on mobile crowdsourcing.
World Wide Web, 2018

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

Product Adoption Rate Prediction in a Competitive Market.
IEEE Trans. Knowl. Data Eng., 2018

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

Image Inspired Poetry Generation in XiaoIce.
CoRR, 2018

CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model or Urban Resident Recognition.
CoRR, 2018

Ripple Network: Propagating User Preferences on the Knowledge Graph for Recommender Systems.
CoRR, 2018

Cross-domain novelty seeking trait mining for sequential recommendation.
CoRR, 2018

DRN: A Deep Reinforcement Learning Framework for News Recommendation.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

DKN: Deep Knowledge-Aware Network for News Recommendation.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction.
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

Attention-driven Factor Model for Explainable Personalized Recommendation.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Overview of the NLPCC 2018 Shared Task: Social Media User Modeling.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Neural Chinese Word Segmentation with Dictionary Knowledge.
Proceedings of the Natural Language Processing and Chinese Computing, 2018

Transcribing Content from Structural Images with Spotlight Mechanism.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems.
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

Sequential Recommender System based on Hierarchical Attention Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Towards Better Representation Learning for Personalized News Recommendation: a Multi-Channel Deep Fusion Approach.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Why You Should Listen to This Song: Reason Generation for Explainable Recommendation.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Neural Sentence-Level Sentiment Classification with Heterogeneous Supervision.
Proceedings of the IEEE International Conference on Data Mining, 2018

A Reinforcement Learning Framework for Explainable Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2018

Tweet Emoji Prediction Using Hierarchical Model with Attention.
Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

GraphGAN: Graph Representation Learning With Generative Adversarial Nets.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

CD-CNN: A Partially Supervised Cross-Domain Deep Learning Model for Urban Resident Recognition.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Search by Screenshots for Universal Article Clipping in Mobile Apps.
ACM Trans. Inf. Syst., 2017

Collaborative Intent Prediction with Real-Time Contextual Data.
ACM Trans. Inf. Syst., 2017

DeepMob: Learning Deep Knowledge of Human Emergency Behavior and Mobility from Big and Heterogeneous Data.
ACM Trans. Inf. Syst., 2017

Network Motif Discovery: A GPU Approach.
IEEE Trans. Knowl. Data Eng., 2017

Prediction and Simulation of Human Mobility Following Natural Disasters.
ACM Trans. Intell. Syst. Technol., 2017

Robust Spammer Detection in Microblogs: Leveraging User Carefulness.
ACM Trans. Intell. Syst. Technol., 2017

Representation learning via Dual-Autoencoder for recommendation.
Neural Networks, 2017

TaskMe: Toward a dynamic and quality-enhanced incentive mechanism for mobile crowd sensing.
Int. J. Hum. Comput. Stud., 2017

Sequential Transfer Learning: Cross-domain Novelty Seeking Trait Mining for Recommendation.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Restaurant Survival Analysis with Heterogeneous Information.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

CCCFNet: A Content-Boosted Collaborative Filtering Neural Network for Cross Domain Recommender Systems.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Representation Learning with Pair-wise Constraints for Collaborative Ranking.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Beyond the Words: Predicting User Personality from Heterogeneous Information.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

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

A Multifaceted Model for Cross Domain Recommendation Systems.
Proceedings of the Knowledge Science, Engineering and Management, 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

Understanding People Lifestyles: Construction of Urban Movement Knowledge Graph from GPS Trajectory.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

App Download Forecasting: An Evolutionary Hierarchical Competition Approach.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A World of Difference: Divergent Word Interpretations Among People.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017

An Early Event Detection Technique with Bus GPS Data.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2016
User-Service Rating Prediction by Exploring Social Users' Rating Behaviors.
IEEE Trans. Multimedia, 2016

Relevance Meets Coverage: A Unified Framework to Generate Diversified Recommendations.
ACM Trans. Intell. Syst. Technol., 2016

PicPick: a generic data selection framework for mobile crowd photography.
Pers. Ubiquitous Comput., 2016

UniClip: Leveraging Web Search for Universal Clipping of Articles on Mobile.
Data Science and Engineering, 2016

Cross-Device User Matching Based on Massive Browse Logs: The Runner-Up Solution for the 2016 CIKM Cup.
CoRR, 2016

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

Dummy-Based User Location Anonymization Under Real-World Constraints.
IEEE Access, 2016

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

Collaborative Nowcasting for Contextual Recommendation.
Proceedings of the 25th International Conference on World Wide Web, 2016

Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

What Is My Next Job: Predicting the Company Size and Position in Career Changes.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions.
Proceedings of the 2016 International Conference on Management of Data, 2016

Microsoft Research Asia at NTCIR-12 STC Task.
Proceedings of the 12th NTCIR Conference on Evaluation of Information Access Technologies, 2016

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

Contextual Intent Tracking for Personal Assistants.
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

Who Wants to Join Me?: Companion Recommendation in Location Based Social Networks.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Exploring Urban Lifestyles Using a Nonparametric Temporal Graphical Model.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains.
Proceedings of the IEEE 16th International Conference on Data Mining, 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

A contextual collaborative approach for app usage forecasting.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Mining Shopping Patterns for Divergent Urban Regions by Incorporating Mobility Data.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

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

2015
Solving the data sparsity problem in destination prediction.
VLDB J., 2015

FlierMeet: A Mobile Crowdsensing System for Cross-Space Public Information Reposting, Tagging, and Sharing.
IEEE Trans. Mob. Comput., 2015

Discovering Urban Functional ZonesUsing Latent Activity Trajectories.
IEEE Trans. Knowl. Data Eng., 2015

Sensing the Pulse of Urban Refueling Behavior: A Perspective from Taxi Mobility.
ACM Trans. Intell. Syst. Technol., 2015

When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics.
ACM Trans. Intell. Syst. Technol., 2015

Effective Social Graph Deanonymization Based on Graph Structure and Descriptive Information.
ACM Trans. Intell. Syst. Technol., 2015

Highlights from ACM SIGSPATIAL China chapter in 2014.
ACM SIGSPATIAL Special, 2015

An Efficient Similarity Search Framework for SimRank over Large Dynamic Graphs.
Proc. VLDB Endow., 2015

Reconstructing individual mobility from smart card transactions: a collaborative space alignment approach.
Knowl. Inf. Syst., 2015

Guest Editorial Special Issue on Mobile Crowd Sensing for IoT.
IEEE Internet Things J., 2015

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

A Novelty-Seeking based Dining Recommender System.
Proceedings of the 24th International Conference on World Wide Web, 2015

Leveraging Careful Microblog Users for Spammer Detection.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

You Are Where You Go: Inferring Demographic Attributes from Location Check-ins.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Product Adoption Rate Prediction: A Multi-factor View.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Predicting Smartphone Adoption in Social Networks.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 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

Mobile Query Recommendation via Tensor Function Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Mining Indecisiveness in Customer Behaviors.
Proceedings of the 2015 IEEE International Conference on 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

Approximate keyword search in semantic trajectory database.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

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

TaskMe: a cross-community, quality-enhanced incentive mechanism for mobile crowd sensing.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Abstract Venue Concept Detection from Location-Based Social Networks.
Proceedings of the Information Retrieval Technology, 2015

A Simulator of Human Emergency Mobility Following Disasters: Knowledge Transfer from Big Disaster Data.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Content-Based Collaborative Filtering for News Topic Recommendation.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Mining Check-In History for Personalized Location Naming.
ACM Trans. Intell. Syst. Technol., 2014

Adaptive content recommendation for mobile users: Ordering recommendations using a hierarchical context model with granularity.
Pervasive Mob. Comput., 2014

Inferring social ties between users with human location history.
J. Ambient Intell. Humaniz. Comput., 2014

Investigating How User's Activities in Both Virtual and Physical World Impact Each Other Leveraging LBSN Data.
Int. J. Distributed Sens. Networks, 2014

Indigenization of Urban Mobility.
CoRR, 2014

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

De-anonymizing social graphs via node similarity.
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

Location anonymization using real car trace data for location based services.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

FlierMeet: cross-space public information reposting with mobile crowd sensing.
Proceedings of the 2014 ACM Conference on Ubiquitous Computing, 2014

Privacy Risk in Anonymized Heterogeneous Information Networks.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

2013
T-Finder: A Recommender System for Finding Passengers and Vacant Taxis.
IEEE Trans. Knowl. Data Eng., 2013

T-Drive: Enhancing Driving Directions with Taxi Drivers' Intelligence.
IEEE Trans. Knowl. Data Eng., 2013

DesTeller: A System for Destination Prediction Based on Trajectories with Privacy Protection.
Proc. VLDB Endow., 2013

Context-based microblog browsing for mobile users.
J. Ambient Intell. Smart Environ., 2013

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

Reconstructing Individual Mobility from Smart Card Transactions: A Space Alignment Approach.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Destination prediction by sub-trajectory synthesis and privacy protection against such prediction.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Sensing the pulse of urban refueling behavior.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

User Location Anonymization Method for Wide Distribution of Dummies.
Proceedings of the Database and Expert Systems Applications, 2013

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

2012
Towards the taxonomy-oriented categorization of yellow pages queries.
ACM Trans. Internet Techn., 2012

Highlights from ACM SIGSPATIAL China Chapter in 2011.
ACM SIGSPATIAL Special, 2012

Social itinerary recommendation from user-generated digital trails.
Pers. Ubiquitous Comput., 2012

Inferring Taxi Status Using GPS Trajectories
CoRR, 2012

Towards mobile intelligence: Learning from GPS history data for collaborative recommendation.
Artif. Intell., 2012

Discovering regions of different functions in a city using human mobility and POIs.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Reducing Uncertainty of Low-Sampling-Rate Trajectories.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

A dummy-based anonymization method based on user trajectory with pauses.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
Recommending friends and locations based on individual location history.
ACM Trans. Web, 2011

Learning travel recommendations from user-generated GPS traces.
ACM Trans. Intell. Syst. Technol., 2011

LBSN 2010 workshop report: The Second ACM SIGSPATIAL International Workshop on Location Based Social Networks (San Jose, California - November 2, 2010).
ACM SIGSPATIAL Special, 2011

SIGSPATIAL China 2010 activity report.
ACM SIGSPATIAL Special, 2011

A conversation with MSRA researchers.
SIGKDD Explorations, 2011

Vocabulary Hierarchy Optimization and Transfer for Scalable Image Search.
IEEE Multim., 2011

Location relevance classification for travelogue digests.
Proceedings of the 20th International Conference on World Wide Web, 2011

Build Intelligence from the Physical World.
Proceedings of the Web and Wireless Geographical Information Systems, 2011

Retrieving k-Nearest Neighboring Trajectories by a Set of Point Locations.
Proceedings of the Advances in Spatial and Temporal Databases, 2011

On theme location discovery for travelogue services.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Driving with knowledge from the physical world.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Discovering spatio-temporal causal interactions in traffic data streams.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Urban computing with taxicabs.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Where to find my next passenger.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

TDMA'11 workshop overview.
Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 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

A greener transportation mode: flexible routes discovery from GPS trajectory data.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Interactive social, spatial and temporal querying for multimedia retrieval.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011

Location-Based Social Networks: Locations.
Proceedings of the Computing with Spatial Trajectories, 2011

2010
Understanding transportation modes based on GPS data for web applications.
ACM Trans. Web, 2010

A large-scale study on map search logs.
ACM Trans. Web, 2010

Welcome to SIGSPATIAL China.
ACM SIGSPATIAL Special, 2010

LBSN 2009 Workshop Report: International Workshop on Location Based Social Networks (Seattle, Washington - November 3, 2009).
ACM SIGSPATIAL Special, 2010

Introduction to Mobile Information Retrieval.
IEEE Intell. Syst., 2010

GeoLife: A Collaborative Social Networking Service among User, Location and Trajectory.
IEEE Data Eng. Bull., 2010

Collaborative location and activity recommendations with GPS history data.
Proceedings of the 19th International Conference on World Wide Web, 2010

Smart Itinerary Recommendation Based on User-Generated GPS Trajectories.
Proceedings of the Ubiquitous Intelligence and Computing - 7th International Conference, 2010

Drive Smartly as a Taxi Driver.
Proceedings of the Symposia and Workshops on Ubiquitous, 2010

Searching trajectories by locations: an efficiency study.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Mining people's trips from large scale geo-tagged photos.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Learning Location Correlation from GPS Trajectories.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

An Interactive-Voting Based Map Matching Algorithm.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

Protecting Privacy in Location-Based Services Using K-Anonymity without Cloaked Region.
Proceedings of the Eleventh International Conference on Mobile Data Management, 2010

User activity understanding from mobile phone sensors.
Proceedings of the UbiComp 2010: Ubiquitous Computing, 12th International Conference, 2010

Potential Friend Recommendation in Online Social Network.
Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications, 2010

Detecting nearly duplicated records in location datasets.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

T-drive: driving directions based on taxi trajectories.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Finding similar users using category-based location history.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

A user location anonymization method for location based services in a real environment.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

An efficient location extraction algorithm by leveraging web contextual information.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

Answering Top-<i>k</i> Similar Region Queries.
Proceedings of the Database Systems for Advanced Applications, 2010

Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Browsing on small displays by transforming Web pages into hierarchically structured subpages.
ACM Trans. Web, 2009

Coherent Phrase Model for Efficient Image Near-Duplicate Retrieval.
IEEE Trans. Multimedia, 2009

Mining interesting locations and travel sequences from GPS trajectories.
Proceedings of the 18th International Conference on World Wide Web, 2009

A game based approach to assign geographical relevance to web images.
Proceedings of the 18th International Conference on World Wide Web, 2009

Location sensitive indexing for image-based advertising.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Mining city landmarks from blogs by graph modeling.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

GeoLife2.0: A Location-Based Social Networking Service.
Proceedings of the MDM 2009, 2009

Mining Individual Life Pattern Based on Location History.
Proceedings of the MDM 2009, 2009

A Remote Sensing Image Segmentation Method Based on Spectral and Texture Information Fusion.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009

Visiads: A vision-based advertising platform for camera phones.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

An online advertisement platform based on image content bidding.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Mining correlation between locations using human location history.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Map-matching for low-sampling-rate GPS trajectories.
Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009

Vocabulary hierarchy optimization for effective and transferable retrieval.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Mobile Search With Multimodal Queries.
Proceedings of the IEEE, 2008

Learning transportation mode from raw gps data for geographic applications on the web.
Proceedings of the 17th International Conference on World Wide Web, 2008

Discovering co-located queries in geographic search logs.
Proceedings of the First International Workshop on Location and the Web, 2008

GeoLife: Managing and Understanding Your Past Life over Maps.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

A Flexible Spatio-Temporal Indexing Scheme for Large-Scale GPS Track Retrieval.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Spatial pyramid mining for logo detection in natural scenes.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Vocabulary tree incremental indexing for scalable location recognition.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Visual pattern weighting for near-duplicate image retrieval.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Understanding mobility based on GPS data.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Density based co-location pattern discovery.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Mining user similarity based on location history.
Proceedings of the 16th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2008

Understanding User Behavior Geospatially.
Proceedings of the Contextual and Social Media Understanding and Usage, 15.06., 2008

2007
Searching One Billion Web Images by Content: Challenges and Opportunities.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Distributed Architecture for Large Scale Image-Based Search.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Mining geographic knowledge using location aware topic model.
Proceedings of the 4th ACM Workshop On Geographic Information Retrieval, 2007

Computing Geographical Serving Area Based on Search Logs and Website Categorization.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

GeoCLEF 2007: the CLEF 2007 Cross-Language Geographic Information Retrieval Track Overview.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Exploring LDA-Based Document Model for Geographic Information Retrieval.
Proceedings of the Advances in Multilingual and Multimodal Information Retrieval, 2007

MSRA Columbus at GeoCLEF2007.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

Query Parsing Task for GeoCLEF2007 Report.
Proceedings of the Working Notes for CLEF 2007 Workshop co-located with the 11th European Conference on Digital Libraries (ECDL 2007), 2007

2006
Browsing Large Pictures Under Limited Display Sizes.
IEEE Trans. Multimedia, 2006

Design and Performance Studies of an Adaptive Scheme for Serving Dynamic Web Content in a Mobile Computing Environment.
IEEE Trans. Mob. Comput., 2006

Photo-to-Search: Using Camera Phones to Inquire of the Surrounding World.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Detecting The Sufficient Display Resolution For Image Browsing.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Inquiring of the Sights from the Web via Camera Mobiles.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Detecting Geographical Serving Area of Web Resources.
Proceedings of the 3rd ACM Workshop On Geographic Information Retrieval, 2006

Indexing implicit locations for geographical information retrieval.
Proceedings of the 3rd ACM Workshop On Geographic Information Retrieval, 2006

MSRA Columbus at GeoCLEF 2006.
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006

MSRA Columbus at GeoCLEF 2006.
Proceedings of the Working Notes for CLEF 2006 Workshop co-located with the 10th European Conference on Digital Libraries (ECDL 2006), 2006

A comparative study on classifying the functions of web page blocks.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
An adaptive web page layout structure for small devices.
Multimedia Syst., 2005

Adapting Web Pages for Small-Screen Devices.
IEEE Internet Comput., 2005

Web resource geographic location classification and detection.
Proceedings of the 14th international conference on World Wide Web, 2005

Representing personal web information using a topic-oriented interface.
Proceedings of the 14th international conference on World Wide Web, 2005

Detecting dominant locations from search queries.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

Efficient Browsing of Web Search Results on Mobile Devices Based on Block Importance Model.
Proceedings of the 3rd IEEE International Conference on Pervasive Computing and Communications (PerCom 2005), 2005

ASAP: A Synchronous Approach for Photo Sharing across Multiple Devices.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Photo-to-search: using multimodal queries to search the web from mobile devices.
Proceedings of the 7th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2005

AIRE: an ambient interactive and responsive environment for mobile image management.
Proceedings of the 7th Conference on Human-Computer Interaction with Mobile Devices and Services, 2005

Automatic Annotation of Location Information for WWW Images.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Detecting geographic locations from web resources.
Proceedings of the 2005 Workshop On Geographic Information Retrieval, 2005

Hybrid index structures for location-based web search.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Learning user interest for image browsing on small-form-factor devices.
Proceedings of the 2005 Conference on Human Factors in Computing Systems, 2005

2004
Collapse-to-zoom: viewing web pages on small screen devices by interactively removing irrelevant content.
Proceedings of the 17th Annual ACM Symposium on User Interface Software and Technology, 2004

Improving Web Browsing on Small Devices Based on Table Classification.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Automatic Synchronized Browsing of Images Across Multiple Devices.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Salient Region Detection Using Weighted Feature Maps Based on the Human Visual Attention Model.
Proceedings of the Advances in Multimedia Information Processing - PCM 2004, 5th Pacific Rim Conference on Multimedia, Tokyo, Japan, November 30, 2004

Intuitive and effective interfaces for WWW image search engines.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Effective browsing of web image search results.
Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2004

P2P Resource Pool and Its Application to Optimize Wide-Area Application Level Multicasting.
Proceedings of the 33rd International Conference on Parallel Processing Workshops (ICPP 2004 Workshops), 2004

Maximizing information throughput for multimedia browsing on small displays.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Attention model based progressive image transmission.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Clustering-Based Navigation of Image Search Results on Mobile Devices.
Proceedings of the Information Retrieval Technology, Asia Information Retrieval Symposium, 2004

2003
A visual attention model for adapting images on small displays.
Multimedia Syst., 2003

Media Companion: Delivering Content-oriented Web Services to Internet Media.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

DRESS: A Slicing Tree Based Web Page Representation for Various Display Sizes.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Image Adaptation Based on Attention Model for Small-Form-Factor Device.
Proceedings of the 9th International Conference on Multi-Media Modeling, 2003

MobiPicture: browsing pictures on mobile devices.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Automatic browsing of large pictures on mobile devices.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Looking into video frames on small displays.
Proceedings of the Eleventh ACM International Conference on Multimedia, 2003

Visual attention based image browsing on mobile devices.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002
Enabling personalization services on the edge.
Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002


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