Bolong Zheng

Orcid: 0000-0001-8639-4570

Affiliations:
  • Huazhong University of Science and Technology, Wuhan, China


According to our database1, Bolong Zheng authored at least 99 papers between 2014 and 2024.

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Bibliography

2024
Adversarial Graph Neural Network for Multivariate Time Series Anomaly Detection.
IEEE Trans. Knowl. Data Eng., December, 2024

LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols.
IEEE Trans. Knowl. Data Eng., July, 2024

PilotScope: Steering Databases with Machine Learning Drivers.
Proc. VLDB Endow., January, 2024

Eraser: Eliminating Performance Regression on Learned Query Optimizer.
Proc. VLDB Endow., January, 2024

A learned cost model for big data query processing.
Inf. Sci., 2024

Research on Foundation Model for Spatial Data Intelligence: China's 2024 White Paper on Strategic Development of Spatial Data Intelligence.
CoRR, 2024

Data-oriented Dynamic Fine-tuning Parameter Selection Strategy for FISH Mask based Efficient Fine-tuning.
CoRR, 2024

Efficient Approximate Maximum Inner Product Search Over Sparse Vectors.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

ByGCN: Spatial Temporal Byroad-Aware Graph Convolution Network for Traffic Flow Prediction in Road Networks.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
A Learned Cuckoo Filter for Approximate Membership Queries over Variable-sized Sliding Windows on Data Streams.
Proc. ACM Manag. Data, December, 2023

Linearized transformed L1 finite element methods for semi-linear time-fractional parabolic problems.
Appl. Math. Comput., December, 2023

SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation.
IEEE Trans. Knowl. Data Eng., 2023

DecLog: Decentralized Logging in Non-Volatile Memory for Time Series Database Systems.
Proc. VLDB Endow., 2023

FARGO: Fast Maximum Inner Product Search via Global Multi-Probing.
Proc. VLDB Endow., 2023

Towards Efficient Index Construction and Approximate Nearest Neighbor Search in High-Dimensional Spaces.
Proc. VLDB Endow., 2023

TED: Towards Discovering Top-k Edge-Diversified Patterns in a Graph Database.
Proc. ACM Manag. Data, 2023

Approximate Nearest Neighbor Search in High Dimensional Vector Databases: Current Research and Future Directions.
IEEE Data Eng. Bull., 2023

RHB-Net: A Relation-aware Historical Bridging Network for Text2SQL Auto-Completion.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learned Probing Cardinality Estimation for High-Dimensional Approximate NN Search.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Reinforcement Learning based Tree Decomposition for Distance Querying in Road Networks.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Double Hierarchical Labeling Shortest Distance Querying in Time-dependent Road Networks.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
PM-LSH: a fast and accurate in-memory framework for high-dimensional approximate NN and closest pair search.
VLDB J., 2022

Entity Alignment for Knowledge Graphs With Multi-Order Convolutional Networks.
IEEE Trans. Knowl. Data Eng., 2022

Efficient Distributed Clustering Algorithms on Star-Schema Heterogeneous Graphs.
IEEE Trans. Knowl. Data Eng., 2022

Supply-Demand-aware Deep Reinforcement Learning for Dynamic Fleet Management.
ACM Trans. Intell. Syst. Technol., 2022

Wavefront-Based Multiple Rumor Sources Identification by Multi-Task Learning.
IEEE Trans. Emerg. Top. Comput. Intell., 2022

Efficient time-interval augmented spatial keyword queries on road networks.
Inf. Sci., 2022

Deep reinforcement learning based ensemble model for rumor tracking.
Inf. Syst., 2022

Origin-Destination Traffic Prediction based on Hybrid Spatio-Temporal Network.
Proceedings of the IEEE International Conference on Data Mining, 2022

Workload-Aware Shortest Path Distance Querying in Road Networks.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

minIL: A Simple and Small Index for String Similarity Search with Edit Distance.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021
Trust: Triangle Counting Reloaded on GPUs.
IEEE Trans. Parallel Distributed Syst., 2021

A Privacy-Preserving Distributed Contextual Federated Online Learning Framework with Big Data Support in Social Recommender Systems.
IEEE Trans. Knowl. Data Eng., 2021

SpeakNav: Voice-based Route Description Language Understanding for Template Driven Path Search.
Proc. VLDB Endow., 2021

REPOSE: Distributed Top-k Trajectory Similarity Search with Local Reference Point Tries.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Entity Alignment for Knowledge Graphs with Multi-order Convolutional Networks (Extended Abstract).
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

SOUP: A Fleet Management System for Passenger Demand Prediction and Competitive Taxi Supply.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

SpeakNav: A Voice-based Navigation System via Route Description Language Understanding.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

HASTE: A Distributed System for Hybrid and Adaptive Processing on Streaming Spatial-Textual Data.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020
Temporal paths discovery with multiple constraints in attributed dynamic graphs.
World Wide Web, 2020

Misinformation-oriented expert finding in social networks.
World Wide Web, 2020

Efficient and robust data augmentation for trajectory analytics: a similarity-based approach.
World Wide Web, 2020

A survey of trajectory distance measures and performance evaluation.
VLDB J., 2020

Time-aspect-sentiment Recommendation Models Based on Novel Similarity Measure Methods.
ACM Trans. Web, 2020

Answering Why-Not Group Spatial Keyword Queries.
IEEE Trans. Knowl. Data Eng., 2020

Reference-Based Framework for Spatio-Temporal Trajectory Compression and Query Processing.
IEEE Trans. Knowl. Data Eng., 2020

Strong Social Graph Based Trust-Oriented Graph Pattern Matching With Multiple Constraints.
IEEE Trans. Emerg. Top. Comput. Intell., 2020

Searching Activity Trajectories by Exemplar.
Trans. Data Sci., 2020

Group-Based Recurrent Neural Networks for POI Recommendation.
Trans. Data Sci., 2020

PM-LSH: A Fast and Accurate LSH Framework for High-Dimensional Approximate NN Search.
Proc. VLDB Endow., 2020

Spatial-Temporal Demand Forecasting and Competitive Supply via Graph Convolutional Networks.
CoRR, 2020

FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Online Trichromatic Pickup and Delivery Scheduling in Spatial Crowdsourcing.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Adaptive Top-k Overlap Set Similarity Joins.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

An Effective Fleet Management Strategy for Collaborative Spatio-Temporal Searching: GIS Cup.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Intention-Based Destination Recommendation in Navigation Systems.
Proceedings of the Database Systems for Advanced Applications, 2020

2019
Searching activity trajectory with keywords.
World Wide Web, 2019

A Context-Aware User-Item Representation Learning for Item Recommendation.
ACM Trans. Inf. Syst., 2019

Efficient User Guidance for Validating Participatory Sensing Data.
ACM Trans. Intell. Syst. Technol., 2019

User Guidance for Efficient Fact Checking.
Proc. VLDB Endow., 2019

From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms.
Proc. VLDB Endow., 2019

Social context-aware trust paths finding for trustworthy service provider selection in social media.
Multim. Tools Appl., 2019

A framework for parallel map-matching at scale using Spark.
Distributed Parallel Databases, 2019

DMFP: A Dynamic Multi-faceted Fine-Grained Preference Model for Recommendation.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Answering Why-Not Group Spatial Keyword Queries (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

PerRD: A System for Personalized Route Description.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Efficient and Incremental Clustering Algorithms on Star-Schema Heterogeneous Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

An Effective Partitioning Approach for Competitive Spatial-Temporal Searching (GIS Cup).
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Personalized Route Description Based On Historical Trajectories.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Multiple Rumor Source Detection with Graph Convolutional Networks.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Spatial Temporal Trajectory Similarity Join.
Proceedings of the Web and Big Data - Third International Joint Conference, 2019

2018
SharkDB: an in-memory column-oriented storage for trajectory analysis.
World Wide Web, 2018

Concept for Evaluation of Techniques for Trajectory Distance Measures.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

Origin-Destination Trajectory Diversity Analysis: Efficient Top-k Diversified Search.
Proceedings of the 19th IEEE International Conference on Mobile Data Management, 2018

REST: A Reference-based Framework for Spatio-temporal Trajectory Compression.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Efficient Clue-Based Route Search on Road Networks (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Modeling Travel Behavior Similarity with Trajectory Embedding.
Proceedings of the Database Systems for Advanced Applications, 2018

A Time-Aware Path-Based Publish/Subscribe Framework.
Proceedings of the Database Systems for Advanced Applications, 2018

Predicting Passenger's Public Transportation Travel Route Using Smart Card Data.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Location Prediction in Social Networks.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Reverse Top-k Query on Uncertain Preference.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

Trajectory Set Similarity Measure: An EMD-Based Approach.
Proceedings of the Databases Theory and Applications, 2018

2017
Efficient spatial keyword query processing on geo-textual data
PhD thesis, 2017

Popularity-aware spatial keyword search on activity trajectories.
World Wide Web, 2017

Efficient Clue-Based Route Search on Road Networks.
IEEE Trans. Knowl. Data Eng., 2017

ProbeSim: Scalable Single-Source and Top-k SimRank Computations on Dynamic Graphs.
Proc. VLDB Endow., 2017

A Context-Aware User-Item Representation Learning for Item Recommendation.
CoRR, 2017

PaRE: A System for Personalized Route Guidance.
Proceedings of the 26th International Conference on World Wide Web, 2017

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

2016
Landmark-Based Route Recommendation with Crowd Intelligence.
Data Sci. Eng., 2016

PerNav: A Route Summarization Framework for Personalized Navigation.
Proceedings of the 2016 International Conference on Management of Data, 2016

Keyword-aware continuous kNN query on road networks.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

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

Interactive Top-k Spatial Keyword queries.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

2014
Efficient Retrieval of Top-K Most Similar Users from Travel Smart Card Data.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

Cost-Efficient Spatial Network Partitioning for Distance-Based Query Processing.
Proceedings of the IEEE 15th International Conference on Mobile Data Management, 2014

SharkDB: An In-Memory Column-Oriented Trajectory Storage.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014


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