Baihua Zheng

Orcid: 0000-0001-9792-9171

According to our database1, Baihua Zheng authored at least 180 papers between 2001 and 2024.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
GTS: GPU-based Tree Index for Fast Similarity Search.
Proc. ACM Manag. Data, 2024

HJG: An Effective Hierarchical Joint Graph for ANNS in Multi-Metric Spaces.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Multiple Continuous Top-K Queries Over Data Stream.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Trajectory set Empowered Hypergraph Transformer for Mobile Sensor Based Traffic Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2024

Modeling Route Representation With Mixed-Scale Hierarchical Transformer.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
CollaborEM: A Self-Supervised Entity Matching Framework Using Multi-Features Collaboration.
IEEE Trans. Knowl. Data Eng., December, 2023

Closest Pairs Search Over Data Stream.
Proc. ACM Manag. Data, September, 2023

A Data-Driven Approach for Scheduling Bus Services Subject to Demand Constraints.
IEEE Trans. Knowl. Data Eng., July, 2023

Multi-view metro station clustering based on passenger flows: a functional data-edged network community detection approach.
Data Min. Knowl. Discov., May, 2023

LDPTrace: Locally Differentially Private Trajectory Synthesis.
Proc. VLDB Endow., 2023

Cross-source Data Error Detection Approach Based on Federated Learning.
Int. J. Softw. Informatics, 2023

CampER: An Effective Framework for Privacy-Aware Deep Entity Resolution.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 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

Extract Human Mobility Patterns Powered by City Semantic Diagram : Extended Abstract.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

MetroWatch: A Predictive System to Estimate Travel Attributes Using Smart Card Data.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Spatial Data Management for Green Mobility.
Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition (Poster Abstract).
Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

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

Extract Human Mobility Patterns Powered by City Semantic Diagram.
IEEE Trans. Knowl. Data Eng., 2022

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

Segment-Wise Time-Varying Dynamic Bayesian Network with Graph Regularization.
ACM Trans. Knowl. Discov. Data, 2022

CrowdTC: Crowd-powered Learning for Text Classification.
ACM Trans. Knowl. Discov. Data, 2022

DESIRE: An Efficient Dynamic Cluster-based Forest Indexing for Similarity Search in Multi-Metric Spaces.
Proc. VLDB Endow., 2022

Self-Guided Learning to Denoise for Robust Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Adaptive Structural Similarity Preserving for Unsupervised Cross Modal Hashing.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Expediting the Accuracy-Improving Process of SVMs for Class Imbalance Learning.
IEEE Trans. Knowl. Data Eng., 2021

TRIPDECODER: Study Travel Time Attributes and Route Preferences of Metro Systems from Smart Card Data.
Trans. Data Sci., 2021

LargeEA: Aligning Entities for Large-scale Knowledge Graphs.
Proc. VLDB Endow., 2021

CollaborER: A Self-supervised Entity Resolution Framework Using Multi-features Collaboration.
CoRR, 2021

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

Make It Easy: An Effective End-to-End Entity Alignment Framework.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Holistic Prediction for Public Transport Crowd Flows: A Spatio Dynamic Graph Network Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Dynamic Lane Traffic Signal Control with Group Attention and Multi-Timescale Reinforcement Learning.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

DisMASTD: An Efficient Distributed Multi-Aspect Streaming Tensor Decomposition.
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

Context-Aware Graph Convolutional Network for Dynamic Origin-Destination Prediction.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Towards distributed node similarity search on graphs.
World Wide Web, 2020

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

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

Crowding Prediction of In-Situ Metro Passengers Using Smart Card Data.
CoRR, 2020

KGClean: An Embedding Powered Knowledge Graph Cleaning Framework.
CoRR, 2020

CrowdTSC: Crowd-based Neural Networks for Text Sentiment Classification.
CoRR, 2020

Probabilistic Value Selection for Space Efficient Model.
Proceedings of the 21st IEEE International Conference on Mobile Data Management, 2020

Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

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

DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Efficient distributed reachability querying of massive temporal graphs.
VLDB J., 2019

Distributed Similarity Queries in Metric Spaces.
Data Sci. Eng., 2019

A Novel Representation and Compression for Queries on Trajectories in Road Networks (Extended Abstract).
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

Efficient Algorithms for Solving Aggregate Keyword Routing Problems.
Proceedings of the Database Systems for Advanced Applications, 2019

Study Group Travel Behaviour Patterns From Large-Scale Smart Card Data.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Air Indexes for Spatial Databases.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Understanding the effects of taxi ride-sharing - A case study of Singapore.
Comput. Environ. Urban Syst., 2018

A Novel Representation and Compression for Queries on Trajectories in Road Networks.
IEEE Trans. Knowl. Data Eng., 2018

$\sf {SIMkNN}$: A Scalable Method for in-MemorykNN Search over Moving Objects in Road Networks.
IEEE Trans. Knowl. Data Eng., 2018

DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

TripDecoder: Inferring Routes of Passengers of Mass Rapid Transit Systems by Smart Card Transaction Data.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Metric Similarity Joins Using MapReduce (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Scalable Hypergraph-Based Image Retrieval and Tagging System.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Using Smart Card Data to Model Commuters' Responses Upon Unexpected Train Delays.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

Distributed k-Nearest Neighbor Queries in Metric Spaces.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017
On efficiently finding reverse k-nearest neighbors over uncertain graphs.
VLDB J., 2017

Indexing metric uncertain data for range queries and range joins.
VLDB J., 2017

COMPRESS: A Comprehensive Framework of Trajectory Compression in Road Networks.
ACM Trans. Database Syst., 2017

SAP: Improving Continuous Top-K Queries Over Streaming Data.
IEEE Trans. Knowl. Data Eng., 2017

Metric Similarity Joins Using MapReduce.
IEEE Trans. Knowl. Data Eng., 2017

Pivot-based Metric Indexing.
Proc. VLDB Endow., 2017

CLSTERS: A General System for Reducing Errors of Trajectories Under Challenging Localization Situations.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

Modeling Trajectories with Recurrent Neural Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Answering why-not and why questions on reverse top-k queries.
VLDB J., 2016

Negative Factor: Improving Regular-Expression Matching in Strings.
ACM Trans. Database Syst., 2016

Top-k Dominating Queries on Incomplete Data.
IEEE Trans. Knowl. Data Eng., 2016

Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers.
IEEE Trans. Knowl. Data Eng., 2016

Efficient Collective Spatial Keyword Query Processing on Road Networks.
IEEE Trans. Intell. Transp. Syst., 2016

Processing Incomplete k Nearest Neighbor Search.
IEEE Trans. Fuzzy Syst., 2016

Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Is only one gps position sufficient to locate you to the road network accurately?
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

2015
Should We Use the Sample? Analyzing Datasets Sampled from Twitter's Stream API.
ACM Trans. Web, 2015

An Air Index for Spatial Query Processing in Road Networks.
IEEE Trans. Knowl. Data Eng., 2015

Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks.
IEEE Trans. Knowl. Data Eng., 2015

Answering Why-not Questions on Reverse Top-k Queries.
Proc. VLDB Endow., 2015

An automaton-based index scheme supporting twig queries for on-demand XML data broadcast.
J. Parallel Distributed Comput., 2015

Fast optimal aggregate point search for a merged set on road networks.
Inf. Sci., 2015

On efficient k-optimal-location-selection query processing in metric spaces.
Inf. Sci., 2015

On processing reverse k-skyband and ranked reverse skyline queries.
Inf. Sci., 2015

Indexing Metric Uncertain Data for Range Queries.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Preserving privacy in social networks against connection fingerprint attacks.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

COBWEB: a robust map update system using GPS trajectories.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2015

GLUE: a Parameter-Tuning-Free Map Updating System.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Air Indexing for On-Demand XML Data Broadcast.
IEEE Trans. Parallel Distributed Syst., 2014

PRESS: A Novel Framework of Trajectory Compression in Road Networks.
Proc. VLDB Endow., 2014

High utility K-anonymization for social network publishing.
Knowl. Inf. Syst., 2014

Unsupervised analysis of top-k core members in poly-relational networks.
Expert Syst. Appl., 2014

On efficient reverse skyline query processing.
Expert Syst. Appl., 2014

On macro and micro exploration of hashtag diffusion in Twitter.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013
Efficient Index-Based Approaches for Skyline Queries in Location-Based Applications.
IEEE Trans. Knowl. Data Eng., 2013

Hypergraph index: an index for context-aware nearest neighbor query on social networks.
Soc. Netw. Anal. Min., 2013

Merged aggregate nearest neighbor query processing in road networks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
ROAD: A New Spatial Object Search Framework for Road Networks.
IEEE Trans. Knowl. Data Eng., 2012

Dash: A Novel Search Engine for Database-Generated Dynamic Web Pages.
Proceedings of the 2012 IEEE 32nd International Conference on Distributed Computing Systems, 2012

An Automaton-Based Index Scheme for On-Demand XML Data Broadcast.
Proceedings of the Database Systems for Advanced Applications, 2012

2011
Direction-based surrounder queries for mobile recommendations.
VLDB J., 2011

Continuous visible nearest neighbor query processing in spatial databases.
VLDB J., 2011

Continuous nearest-neighbor search in the presence of obstacles.
ACM Trans. Database Syst., 2011

IR-Tree: An Efficient Index for Geographic Document Search.
IEEE Trans. Knowl. Data Eng., 2011

Location-dependent spatial query containment.
Data Knowl. Eng., 2011

Context-Aware Nearest Neighbor Query on Social Networks.
Proceedings of the Social Informatics - Third International Conference, SocInfo 2011, 2011

Exploring dynamic fan shapes for nearby traffic monitoring queries in road networks.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Energy-efficient shortest path query processing on air.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

On efficient obstructed reverse nearest neighbor query processing.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

An Incremental Approach to Closest Pair Queries in Spatial Networks Using Best-First Search.
Proceedings of the Database and Expert Systems Applications, 2011

Utility-Oriented K-Anonymization on Social Networks.
Proceedings of the Database Systems for Advanced Applications, 2011

Challenges in Managing and Mining Large, Heterogeneous Data.
Proceedings of the Database Systems for Advanced Applications, 2011

2010
Efficient processing of exact top-<i>k</i> queries over disk-resident sorted lists.
VLDB J., 2010

Z-SKY: an efficient skyline query processing framework based on Z-order.
VLDB J., 2010

Efficient Valid Scope for Location-Dependent Spatial Queries in Mobile Environments.
J. Softw., 2010

Efficient mutual nearest neighbor query processing for moving object trajectories.
Inf. Sci., 2010

Algorithms for constrained <i>k</i>-nearest neighbor queries over moving object trajectories.
GeoInformatica, 2010

DISQO: A Distributed Framework for Spatial Queries over Moving Objects.
Proceedings of the 39th International Conference on Parallel Processing, 2010

2009
Air Indexes for Spatial Databases.
Proceedings of the Encyclopedia of Database Systems, 2009

A distributed spatial index for error-prone wireless data broadcast.
VLDB J., 2009

Tuning On-Air Signatures for Balancing Performance and Confidentiality.
IEEE Trans. Knowl. Data Eng., 2009

Visible Reverse k-Nearest Neighbor Query Processing in Spatial Databases.
IEEE Trans. Knowl. Data Eng., 2009

Optimal-Location-Selection Query Processing in Spatial Databases.
IEEE Trans. Knowl. Data Eng., 2009

Accelerating sequence searching: dimensionality reduction method.
Knowl. Inf. Syst., 2009

On efficient mutual nearest neighbor query processing in spatial databases.
Data Knowl. Eng., 2009

Continuous obstructed nearest neighbor queries in spatial databases.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Efficient valid scope computation for location-dependent spatial queries in mobile and wireless environments.
Proceedings of the 3rd International Conference on Ubiquitous Information Management and Communication, 2009

OPAQUE: Protecting Path Privacy in Directions Search.
Proceedings of the 25th International Conference on Data Engineering, 2009

Visible Reverse k-Nearest Neighbor Queries.
Proceedings of the 25th International Conference on Data Engineering, 2009

Two-Tier Air Indexing for On-Demand XML Data Broadcast.
Proceedings of the 29th IEEE International Conference on Distributed Computing Systems (ICDCS 2009), 2009

Fast object search on road networks.
Proceedings of the EDBT 2009, 2009

Continuous visible nearest neighbor queries.
Proceedings of the EDBT 2009, 2009

Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2009

Navigational path privacy protection: navigational path privacy protection.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Ranked Reverse Nearest Neighbor Search.
IEEE Trans. Knowl. Data Eng., 2008

Searching Correlated Objects in a Long Sequence.
Proceedings of the Scientific and Statistical Database Management, 2008

Location-Dependent Skyline Query.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Processing Mutual Nearest Neighbor Queries for Moving Object Trajectories.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

Processing transitive nearest-neighbor queries in multi-channel access environments.
Proceedings of the EDBT 2008, 2008

Valid scope computation for location-dependent spatial query in mobile broadcast environments.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

ROAD: an efficient framework for location dependentspatial queries on road networks.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Squeezing Long Sequence Data for Efficient Similarity Search.
Proceedings of the Progress in WWW Research and Development, 2008

2007
On Searching Continuous k Nearest Neighbors in Wireless Data Broadcast Systems.
IEEE Trans. Mob. Comput., 2007

Round-Eye: A system for tracking nearest surrounders in moving object environments.
J. Syst. Softw., 2007

Approaching the Skyline in Z Order.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

CLAIM: An Efficient Method for Relaxed Frequent Closed Itemsets Mining over Stream Data.
Proceedings of the Advances in Databases: Concepts, 2007

2006
Grid-partition index: a hybrid method for nearest-neighbor queries in wireless location-based services.
VLDB J., 2006

Transitive Nearest Neighbor Search in Mobile Environments.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

CS cache engine: data access accelerator for location-based service in mobile environments.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Secure Real-time User Preference Collection for Broadcast Scheduling.
Proceedings of the Second International Conference on Security and Privacy in Communication Networks and the Workshops, 2006

Data Access Techniques for Location-Based Services.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Tracking Nearest Surrounders in Moving Object Environments.
Proceedings of the ACS/IEEE International Conference on Pervasive Services 2006, 2006

Caching Complementary Space for Location-Based Services.
Proceedings of the Advances in Database Technology, 2006

Processing Multiple Aggregation Queries in Geo-Sensor Networks.
Proceedings of the Database Systems for Advanced Applications, 2006

2005
Information dissemination via wireless broadcast.
Commun. ACM, 2005

TOSA: a near-optimal scheduling algorithm for multi-channel data broadcast.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

DSI: A Fully Distributed Spatial Index for Wireless Data Broadcast.
Proceedings of the 21st International Conference on Data Engineering, 2005

Proactive Caching for Spatial Queries in Mobile Environments.
Proceedings of the 21st International Conference on Data Engineering, 2005

DSI: A Fully Distributed Spatial Index for Location-Based Wireless Broadcast Services.
Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), 2005

Balancing performance and confidentiality in air index.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
Spatial Queries in Wireless Broadcast Systems.
Wirel. Networks, 2004

On Semantic Caching and Query Scheduling for Mobile Nearest-Neighbor Search.
Wirel. Networks, 2004

The D-Tree: An Index Structure for Planar Point Queries in Location-Based Wireless Services.
IEEE Trans. Knowl. Data Eng., 2004

Search Continuous Nearest Neighbors on the Air.
Proceedings of the 1st Annual International Conference on Mobile and Ubiquitous Systems (MobiQuitous 2004), 2004

Data Management in Location-Dependent Information Services.
Proceedings of the 20th International Conference on Data Engineering, 2004

Energy-Conserving Air Indexes for Nearest Neighbor Search.
Proceedings of the Advances in Database Technology, 2004

2003
Selecting the Best Valid Scopes for Wireless Dissemination of Location-dependent Data.
Proceedings of the 2003 ACM Symposium on Applied Computing (SAC), 2003

Spatial Index on Air.
Proceedings of the First IEEE International Conference on Pervasive Computing and Communications (PerCom'03), 2003

Search K Nearest Neighbors on Air.
Proceedings of the Mobile Data Management, 4th International Conference, MDM 2003, 2003

Energy Efficient Index for Querying Location-Dependent Data in Mobile Broadcast Environments.
Proceedings of the 19th International Conference on Data Engineering, 2003

2002
Cache Invalidation and Replacement Strategies for Location-Dependent Data in Mobile Environments.
IEEE Trans. Computers, 2002

Data Management in Location-Dependent Information Services.
IEEE Pervasive Comput., 2002

2001
Semantic Caching in Location-Dependent Query Processing.
Proceedings of the Advances in Spatial and Temporal Databases, 7th International Symposium, 2001

Processing location-dependent queries in a multi-cell wireless enviroment.
Proceedings of the Second ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2001


  Loading...