Zhifeng Bao

Orcid: 0000-0003-2477-381X

According to our database1, Zhifeng Bao authored at least 177 papers between 2007 and 2024.

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Bibliography

2024
Optimizing Data Acquisition to Enhance Machine Learning Performance.
Proc. VLDB Endow., February, 2024

Semantic-Enhanced Representation Learning for Road Networks with Temporal Dynamics.
CoRR, 2024

Advanced Dataset Discovery: When Multi-Query-Dataset Cardinality Estimation Matters.
CoRR, 2024

2023
Lemo: A Cache-Enhanced Learned Optimizer for Concurrent Queries.
Proc. ACM Manag. Data, December, 2023

Dynamic Ridesharing With Minimal Regret: Towards an Enhanced Engagement Among Three Stakeholders.
IEEE Trans. Knowl. Data Eng., April, 2023

A Query Optimizer for Range Queries over Multi-Attribute Trajectories.
ACM Trans. Intell. Syst. Technol., February, 2023

Deep entity matching with adversarial active learning.
VLDB J., January, 2023

A Framework to Support Continuous Range Queries Over Multi-Attribute Trajectories.
IEEE Trans. Knowl. Data Eng., 2023

How Context or Knowledge Can Benefit Healthcare Question Answering?
IEEE Trans. Knowl. Data Eng., 2023

Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination.
Proc. VLDB Endow., 2023

Efficient and Effective Algorithms for Generalized Densest Subgraph Discovery.
Proc. ACM Manag. Data, 2023

Updatable Learned Indexes Meet Disk-Resident DBMS - From Evaluations to Design Choices.
Proc. ACM Manag. Data, 2023

Managing Conflicting Interests of Stakeholders in Influencer Marketing.
Proc. ACM Manag. Data, 2023

Shortest Paths Discovery in Uncertain Networks via Transfer Learning.
Proc. ACM Manag. Data, 2023

A Summary of ICDE 2022 Research Session Panels.
IEEE Data Eng. Bull., 2023

GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy.
CoRR, 2023

Towards Data-centric Graph Machine Learning: Review and Outlook.
CoRR, 2023

A Simple Yet High-Performing On-disk Learned Index: Can We Have Our Cake and Eat it Too?
CoRR, 2023

Facility Relocation Search For Good: When Facility Exposure Meets User Convenience.
Proceedings of the ACM Web Conference 2023, 2023

A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges (Extended Abstract).
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Visualization Recommendation Through Visual Relation Learning and Visual Preference Learning.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Knowledge Graph Embedding with Relation Rotation and Entity Adjustment by Quaternions.
Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022
A Survey on Modern Deep Neural Network for Traffic Prediction: Trends, Methods and Challenges.
IEEE Trans. Knowl. Data Eng., 2022

Towards an Optimal Bus Frequency Scheduling: When the Waiting Time Matters.
IEEE Trans. Knowl. Data Eng., 2022

Differentially Private Triangle Counting in Large Graphs.
IEEE Trans. Knowl. Data Eng., 2022

Let Trajectories Speak Out the Traffic Bottlenecks.
ACM Trans. Intell. Syst. Technol., 2022

Location-Centered House Price Prediction: A Multi-Task Learning Approach.
ACM Trans. Intell. Syst. Technol., 2022

AutoDI: Towards an Automatic Plan Regression Analysis.
Proc. VLDB Endow., 2022

VRE: A Versatile, Robust, and Economical Trajectory Data System.
Proc. VLDB Endow., 2022

Influence Maximization in Real-World Closed Social Networks.
Proc. VLDB Endow., 2022

Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity.
Proc. VLDB Endow., 2022

A Survey on Trajectory Data Management, Analytics, and Learning.
ACM Comput. Surv., 2022

Approximate Range Thresholding.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Representative Routes Discovery from Massive Trajectories.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Local Clustering over Labeled Graphs: An Index-Free Approach.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore.
Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

2021
Dynamic Ridesharing in Peak Travel Periods.
IEEE Trans. Knowl. Data Eng., 2021

Similar Trajectory Search with Spatio-Temporal Deep Representation Learning.
ACM Trans. Intell. Syst. Technol., 2021

AOI-shapes: An Efficient Footprint Algorithm to Support Visualization of User-defined Urban Areas of Interest.
ACM Trans. Interact. Intell. Syst., 2021

Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks.
Proc. VLDB Endow., 2021

A Survey on Advancing the DBMS Query Optimizer: Cardinality Estimation, Cost Model, and Plan Enumeration.
Data Sci. Eng., 2021

Minimizing the Regret of an Influence Provider.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Public Transport Planning: When Transit Network Connectivity Meets Commuting Demand.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Edge Node Placement with Minimum Costs: When User Tolerance on Service Delay Matters.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Towards Efficient Motif-based Graph Partitioning: An Adaptive Sampling Approach.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

An Effective Joint Prediction Model for Travel Demands and Traffic Flows.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Time Period-Based Top-k Semantic Trajectory Pattern Query.
Proceedings of the Database Systems for Advanced Applications, 2021

Robust Road Network Representation Learning: When Traffic Patterns Meet Traveling Semantics.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Incorporating word attention with convolutional neural networks for abstractive summarization.
World Wide Web, 2020

Incremental preference adjustment: a graph-theoretical approach.
VLDB J., 2020

Towards an Optimal Outdoor Advertising Placement: When a Budget Constraint Meets Moving Trajectories.
ACM Trans. Knowl. Discov. Data, 2020

Efficient Mining of Outlying Sequence Patterns for Analyzing Outlierness of Sequence Data.
ACM Trans. Knowl. Discov. Data, 2020

Querying Recurrent Convoys over Trajectory Data.
ACM Trans. Intell. Syst. Technol., 2020

IMO: A Toolbox for Simulating and Querying "Infected" Moving Objects.
Proc. VLDB Endow., 2020

On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection.
Proc. VLDB Endow., 2020

Towards an Efficient Weighted Random Walk Domination.
Proc. VLDB Endow., 2020

FASTS: A Satisfaction-Boosting Bus Scheduling Assistant.
Proc. VLDB Endow., 2020

Differentially private publication of streaming trajectory data.
Inf. Sci., 2020

Interactive resource recommendation with optimization by tag association and significance analysis.
Neurocomputing, 2020

HQADeepHelper: A Deep Learning System for Healthcare Question Answering.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter.
Proceedings of the 2020 International Conference on Management of Data, 2020

Spatial Object Recommendation with Hints: When Spatial Granularity Matters.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Online Anomalous Trajectory Detection with Deep Generative Sequence Modeling.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Crowdsourced Collective Entity Resolution with Relational Match Propagation.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Temporal Network Representation Learning via Historical Neighborhoods Aggregation.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

IMAS: An Intelligent Medical Analysis System Based on Concept Graph.
Proceedings of the ER Forum, 2020

Bus Frequency Optimization: When Waiting Time Matters in User Satisfaction.
Proceedings of the Database Systems for Advanced Applications, 2020

DARS: Diversity and Distribution-Aware Region Search.
Proceedings of the Database Systems for Advanced Applications, 2020

A Data-Driven Approach for GPS Trajectory Data Cleaning.
Proceedings of the Database Systems for Advanced Applications, 2020

An Index Advisor Using Deep Reinforcement Learning.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

The Impact of Ad Quality and Position on Mobile SERPs.
Proceedings of the CHIIR '20: Conference on Human Information Interaction and Retrieval, 2020

2019
Proactive rumor control in online networks.
World Wide Web, 2019

ITAA: An Intelligent Trajectory-driven Outdoor Advertising Deployment Assistant.
Proc. VLDB Endow., 2019

Fast Large-Scale Trajectory Clustering.
Proc. VLDB Endow., 2019

Balance-Aware Distributed String Similarity-Based Query Processing System.
Proc. VLDB Endow., 2019

Location-Centered House Price Prediction: A Multi-Task Learning Approach.
CoRR, 2019

Intelligent Traffic Analytics: From Monitoring to Controlling.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Interactive Visualization of Urban Areas of Interest: A Parameter-Free and Efficient Footprint Method.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Effective Medical Archives Processing Using Knowledge Graphs.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

J3R: Joint Multi-task Learning of Ratings and Review Summaries for Explainable Recommendation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Optimizing Impression Counts for Outdoor Advertising.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Continuous Range Queries Over Multi-attribute Trajectories.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Finding Temporal Influential Users Over Evolving Social Networks.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Querying Continuous Recurrent Convoys of Interest.
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

How do Computer Scientists Use Google Scholar?: A Survey of User Interest in Elements on SERPs and Author Profile Pages.
Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2019) co-located with the 41st European Conference on Information Retrieval (ECIR 2019), 2019

2018
Interactive resource recommendation algorithm based on tag information.
World Wide Web, 2018

Finding the optimal location and keywords in obstructed and unobstructed space.
VLDB J., 2018

HomeSeeker: A visual analytics system of real estate data.
J. Vis. Lang. Comput., 2018

Batch Processing of Top-<i>k</i> Spatial-Textual Queries.
ACM Trans. Spatial Algorithms Syst., 2018

Reverse k Nearest Neighbor Search over Trajectories.
IEEE Trans. Knowl. Data Eng., 2018

ConcaveCubes: Supporting Cluster-based Geographical Visualization in Large Data Scale.
Comput. Graph. Forum, 2018

A Unified Processing Paradigm for Interactive Location-based Web Search.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Supporting Large-scale Geographical Visualization in a Multi-granularity Way.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

A Linear-Time Algorithm for Finding Induced Planar Subgraphs.
Proceedings of the 17th International Symposium on Experimental Algorithms, 2018

DITA: A Distributed In-Memory Trajectory Analytics System.
Proceedings of the 2018 International Conference on Management of Data, 2018

DITA: Distributed In-Memory Trajectory Analytics.
Proceedings of the 2018 International Conference on Management of Data, 2018

POIsam: a System for Efficient Selection of Large-scale Geospatial Data on Maps.
Proceedings of the 2018 International Conference on Management of Data, 2018

Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration.
Proceedings of the 2018 International Conference on Management of Data, 2018

Trip Planning by an Integrated Search Paradigm.
Proceedings of the 2018 International Conference on Management of Data, 2018

Torch: A Search Engine for Trajectory Data.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Trajectory-driven Influential Billboard Placement.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

D-CARS: A Declarative Context-Aware Recommender System.
Proceedings of the IEEE International Conference on Data Mining, 2018

Reverse k Nearest Neighbor Search over Trajectories (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Efficient Multi-range Query Processing on Trajectories.
Proceedings of the Conceptual Modeling - 37th International Conference, 2018

MaxBRkNN Queries for Streaming Geo-Data.
Proceedings of the Database Systems for Advanced Applications, 2018

Privacy-Preserving Triangle Counting in Large Graphs.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Finding Influential Nodes by a Fast Marginal Ranking Method.
Proceedings of the Databases Theory and Applications, 2018

2017
Tide-tree: A self-tuning indexing scheme for hybrid storage system.
World Wide Web, 2017

Adaptive task scheduling strategy in cloud: when energy consumption meets performance guarantee.
World Wide Web, 2017

A query refinement framework for xml keyword search.
World Wide Web, 2017

Dima: A Distributed In-Memory Similarity-Based Query Processing System.
Proc. VLDB Endow., 2017

Active learning via local structure reconstruction.
Pattern Recognit. Lett., 2017

Answering Top-k Exemplar Trajectory Queries.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Monitoring the Top-m Rank Aggregation of Spatial Objects in Streaming Queries.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Continuous Summarization over Microblog Threads.
Proceedings of the Database Systems for Advanced Applications, 2017

Sifting Truths from Multiple Low-Quality Data Sources.
Proceedings of the Web and Big Data - First International Joint Conference, 2017

Boosting Point-Based Trajectory Search with Quad-Tree.
Proceedings of the Databases Theory and Applications, 2017

2016
Top-k Spatio-Textual Similarity Join.
IEEE Trans. Knowl. Data Eng., 2016

Monochromatic and bichromatic reverse top-k group nearest neighbor queries.
Expert Syst. Appl., 2016

Monitoring the Top-m Aggregation in a Sliding Window of Spatial Queries.
CoRR, 2016

Crowdsourced POI labelling: Location-aware result inference and Task Assignment.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Crowdsourcing-based real-time urban traffic speed estimation: From trends to speeds.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Social-aware visualized exploration of tourist behaviours.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Interactive Trip Planning Using Activity Trajectories.
Proceedings of the 21st Australasian Document Computing Symposium, 2016

Joint Top-k Subscription Query Processing over Microblog Threads.
Proceedings of the Databases Theory and Applications, 2016

Visualization-Aided Exploration of the Real Estate Data.
Proceedings of the Databases Theory and Applications, 2016

2015
A general framework to resolve the MisMatch problem in XML keyword search.
VLDB J., 2015

INSPIRE: A Framework for Incremental Spatial Prefix Query Relaxation.
IEEE Trans. Knowl. Data Eng., 2015

A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction.
IEEE Trans. Image Process., 2015

Exploiting semantics for XML keyword search.
Data Knowl. Eng., 2015

Towards An Interactive Keyword Search over Relational Databases.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Location-Aware Pub/Sub System: When Continuous Moving Queries Meet Dynamic Event Streams.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Exploratory Keyword Search with Interactive Input.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Real time personalized search on social networks.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Elaps: An efficient location-aware pub/sub system.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
Efficient query processing for XML keyword queries based on the IDList index.
VLDB J., 2014

MESA: A Map Service to Support Fuzzy Type-ahead Search over Geo-Textual Data.
Proc. VLDB Endow., 2014

Breaking out of the MisMatch trap.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Schema-Independence in XML Keyword Search.
Proceedings of the Conceptual Modeling - 33rd International Conference, 2014

Semantic Path Ranking Scheme for Relational Keyword Queries.
Proceedings of the Database and Expert Systems Applications, 2014

Group-by and Aggregate Functions in XML Keyword Search.
Proceedings of the Database and Expert Systems Applications, 2014

ExpressQ: Identifying Keyword Context and Search Target in Relational Keyword Queries.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Removing the mismatch headache in XML keyword search.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

A Semantic Approach to Keyword Search over Relational Databases.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

sonSQL: An Extensible Relational DBMS for Social Network Start-Ups.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

sonSchema: A Conceptual Schema for Social Networks.
Proceedings of the Conceptual Modeling - 32th International Conference, 2013

Supporting range queries in XML keyword search.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

Efficient XML Keyword Search: From Graph Model to Tree Model.
Proceedings of the Database and Expert Systems Applications, 2013

The Price Is Right - Models and Algorithms for Pricing Data.
Proceedings of the Database and Expert Systems Applications, 2013

MVP Index: Towards Efficient Known-Item Search on Large Graphs.
Proceedings of the Database Systems for Advanced Applications, 2013

Exploring XML data is as easy as using maps.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

sonLP: social network link prediction by principal component regression.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Related Axis: The Extension to XPath Towards Effective XML Search.
J. Comput. Sci. Technol., 2012

Fast Result Enumeration for Keyword Queries on XML Data.
J. Comput. Sci. Eng., 2012

MALEX: a MAp-like exploration model on XML database.
Proceedings of the Third International Workshop on Keyword Search on Structured Data, 2012

iSearch: an interpretation based framework for keyword search in relational databases.
Proceedings of the Third International Workshop on Keyword Search on Structured Data, 2012

Fast SLCA and ELCA Computation for XML Keyword Queries Based on Set Intersection.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Top-Down SLCA Computation Based on List Partition.
Proceedings of the Database Systems for Advanced Applications, 2012

Fast Result Enumeration for Keyword Queries on XML Data.
Proceedings of the Database Systems for Advanced Applications, 2012

Efficient provenance storage for relational queries.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Extended XML Tree Pattern Matching: Theories and Algorithms.
IEEE Trans. Knowl. Data Eng., 2011

Object-Oriented XML Keyword Search.
Proceedings of the Conceptual Modeling - ER 2011, 30th International Conference, 2011

Storage and Use of Provenance Information for Relational Database Queries.
Proceedings of the Database Systems for Advanced Applications, 2011

2010
Towards an Effective XML Keyword Search.
IEEE Trans. Knowl. Data Eng., 2010

Reducing Graph Matching to Tree Matching for XML Queries with ID References.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

Efficient Label Encoding for Range-Based Dynamic XML Labeling Schemes.
Proceedings of the Database Systems for Advanced Applications, 2010

An Effective Object-Level XML Keyword Search.
Proceedings of the Database Systems for Advanced Applications, 2010

XReal: an interactive XML keyword searching.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Performing grouping and aggregate functions in XML queries.
Proceedings of the 18th International Conference on World Wide Web, 2009

DDE: from dewey to a fully dynamic XML labeling scheme.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

XML keyword query refinement.
Proceedings of the First International Workshop on Keyword Search on Structured Data, 2009

Effective XML Keyword Search with Relevance Oriented Ranking.
Proceedings of the 25th International Conference on Data Engineering, 2009

MCN: A New Semantics Towards Effective XML Keyword Search.
Proceedings of the Database Systems for Advanced Applications, 2009

Demonstrating Effective Ranked XML Keyword Search with Meaningful Result Display.
Proceedings of the Database Systems for Advanced Applications, 2009

2008
Using semantics in XML query processing.
Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, 2008

SemanticTwig: A Semantic Approach to Optimize XML Query Processing.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
A Dynamic Labeling Scheme Using Vectors.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007


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