Bin Yao

Orcid: 0000-0002-6478-4209

Affiliations:
  • Shanghai Jiao Tong University, Department of Computer Science and Engineering, China
  • Florida State University, Department of Computer Science, Tallahassee, FL, USA


According to our database1, Bin Yao authored at least 89 papers between 2009 and 2024.

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Bibliography

2024
Sub-trajectory clustering with deep reinforcement learning.
VLDB J., May, 2024

Enhancing Heterogeneous Knowledge Graph Completion with a Novel GAT-based Approach.
ACM Trans. Knowl. Discov. Data, May, 2024

Time-Varying Resource Graph Based Processing on the Way for Space-Terrestrial Integrated Vehicle Networks.
IEEE Trans. Mob. Comput., February, 2024

Dynamic heterogeneous attributed network embedding.
Inf. Sci., 2024

Efficient Reverse k Approximate Nearest Neighbor Search Over High-Dimensional Vectors.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

StockCL: Selective Contrastive Learning for Stock Trend Forecasting via Learnable Concepts.
Proceedings of the Database Systems for Advanced Applications, 2024

2023
Cover Trees Revisited: Exploiting Unused Distance and Direction Information.
IEEE Trans. Knowl. Data Eng., November, 2023

Learning-based query optimization for multi-probe approximate nearest neighbor search.
VLDB J., May, 2023

Enriching blockchain with spatial keyword query processing.
Int. J. Inf. Comput. Secur., 2023

2022
A survey of RDF stores & SPARQL engines for querying knowledge graphs.
VLDB J., 2022

An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation.
IEEE Trans. Serv. Comput., 2022

A Hybrid Data Cleaning Framework Using Markov Logic Networks.
IEEE Trans. Knowl. Data Eng., 2022

GPSClean: A Framework for Cleaning and Repairing GPS Data.
ACM Trans. Intell. Syst. Technol., 2022

Research Perspectives and Challenges of Blockchain for Data-Intensive and Resource-Constrained Devices.
IEEE Access, 2022

Graph-Flashback Network for Next Location Recommendation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Towards Controlling the Transmission of Diseases: Continuous Exposure Discovery over Massive-Scale Moving Objects.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Predicting DRAM-Caused Node Unavailability in Hyper-Scale Clouds.
Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

GNN-Retro: Retrosynthetic Planning with Graph Neural Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks.
IEEE Trans. Knowl. Data Eng., 2021

Time-Varying Resource Graph Based Resource Model for Space-Terrestrial Integrated Networks.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Traffic Congestion Alleviation over Dynamic Road Networks: Continuous Optimal Route Combination for Trip Query Streams.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

A Hybrid Data Cleaning Framework Using Markov Logic Networks (Extended Abstract).
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020
Top-k term publish/subscribe for geo-textual data streams.
VLDB J., 2020

Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data.
IEEE Trans. Knowl. Data Eng., 2020

ITISS: an efficient framework for querying big temporal data.
GeoInformatica, 2020

Optimal Region Search with Submodular Maximization.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Towards Factorized SVM with Gaussian Kernels over Normalized Data.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Parallel Semantic Trajectory Similarity Join.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Balancing Efficiency and Flexibility for DNN Acceleration via Temporal GPU-Systolic Array Integration.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Pay Your Trip for Traffic Congestion: Dynamic Pricing in Traffic-Aware Road Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Spatio-temporal top-k term search over sliding window.
World Wide Web, 2019

Taxonomy and Evaluation for Microblog Popularity Prediction.
ACM Trans. Knowl. Discov. Data, 2019

DR Refresh: Releasing DRAM Potential by Enabling Read Accesses Under Refresh.
IEEE Trans. Computers, 2019

An Efficient Framework for Sentence Similarity Modeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

CATIRI: An Efficient Method for Content-and-Text Based Image Retrieval.
J. Comput. Sci. Technol., 2019

Aspect based fine-grained sentiment analysis for online reviews.
Inf. Sci., 2019

Reachable region query and its applications.
Inf. Sci., 2019

A Hybrid Data Cleaning Framework using Markov Logic Networks.
CoRR, 2019

Hidden POI Ranking with Spatial Crowdsourcing.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Effective and Efficient Reuse of Past Travel Behavior for Route Recommendation.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

SprintCon: Controllable and Efficient Computational Sprinting for Data Center Servers.
Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Music Playlist Recommendation with Long Short-Term Memory.
Proceedings of the Database Systems for Advanced Applications, 2019

An Improved Hierarchical Datastructure for Nearest Neighbor Search.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Top-kCritical Vertices Query on Shortest Path.
IEEE Trans. Knowl. Data Eng., 2018

QDR-Tree: An Efcient Index Scheme for Complex Spatial Keyword Query.
CoRR, 2018

ACV-tree: A New Method for Sentence Similarity Modeling.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

eTOUR: A Two-Layer Framework for Tour Recommendation with Super-POIs.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

Rebalance Modern Bike Sharing System: Spatio-Temporal Data Prediction and Path Planning for Multiple Carriers.
Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Flexible Aggregate Nearest Neighbor Queries in Road Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

QDR-Tree: An Efficient Index Scheme for Complex Spatial Keyword Query.
Proceedings of the Database and Expert Systems Applications, 2018

R^2 -Tree: An Efficient Indexing Scheme for Server-Centric Data Center Networks.
Proceedings of the Database and Expert Systems Applications, 2018

Distributed In-Memory Analytics for Big Temporal Data.
Proceedings of the Database Systems for Advanced Applications, 2018

Geographical Relevance Model for Long Tail Point-of-Interest Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2018

2017
Reverse Furthest Neighbors Query in Road Networks.
J. Comput. Sci. Technol., 2017

A Hint Frequency Based Approach to Enhancing the I/O Performance of Multilevel Cache Storage Systems.
J. Comput. Sci. Technol., 2017

Level-aware collective spatial keyword queries.
Inf. Sci., 2017

Re2l: An efficient output-sensitive algorithm for computing Boolean operations on circular-arc polygons and its applications.
Comput. Aided Des., 2017

Location-Based Top-k Term Querying over Sliding Window.
Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Performance evaluation of WiFi Direct for data dissemination in mobile social networks.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Newton-AGTCF reference trajectory modification scheme for precision biaxial contouring motion control.
Proceedings of the IEEE International Conference on Information and Automation, 2017

Trichromatic Online Matching in Real-Time Spatial Crowdsourcing.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Exact and approximate flexible aggregate similarity search.
VLDB J., 2016

Efficient R-Tree Based Indexing Scheme for Server-Centric Cloud Storage System.
IEEE Trans. Knowl. Data Eng., 2016

SMe: explicit & implicit constrained-space probabilistic threshold range queries for moving objects.
GeoInformatica, 2016

Simba: Efficient In-Memory Spatial Analytics.
Proceedings of the 2016 International Conference on Management of Data, 2016

Practical private shortest path computation based on Oblivious Storage.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Simba: spatial in-memory big data analysis.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

Indexing and Querying A Large Database of Typed Intervals.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

2015
Efficient k-closest pair queries in general metric spaces.
VLDB J., 2015

Probabilistic Range Query over Uncertain Moving Objects in Constrained Two-Dimensional Space.
IEEE Trans. Knowl. Data Eng., 2015

OFScheduler: A Dynamic Network Optimizer for MapReduce in Heterogeneous Cluster.
Int. J. Parallel Program., 2015

Fast Proof Generation for Verifying Cloud Search.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium, 2015

Joint Routing and Channel Assignment for Delay Minimization in Multi-Channel Multi-Flow Mobile Cognitive Ad Hoc Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Cowic: A Column-Wise Independent Compression for Log Stream Analysis.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014
Dynamic monitoring of optimal locations in road network databases.
VLDB J., 2014

LSShare: an efficient multiple query optimization system in the cloud.
Distributed Parallel Databases, 2014

HFA: A Hint Frequency-based approach to enhance the I/O performance of multi-level cache storage systems.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

Efficient R-Tree Based Indexing for Cloud Storage System with Dual-Port Servers.
Proceedings of the Database and Expert Systems Applications, 2014

2013
Spatial Approximate String Search.
IEEE Trans. Knowl. Data Eng., 2013

A Generic Tree-Like Index Framework in the Cloud.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Secure nearest neighbor revisited.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2011
Group Enclosing Queries.
IEEE Trans. Knowl. Data Eng., 2011

Flexible aggregate similarity search.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Optimal location queries in road network databases.
Proceedings of the 27th International Conference on Data Engineering, 2011

Multi-approximate-keyword routing in GIS data.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
K nearest neighbor queries and kNN-Joins in large relational databases (almost) for free.
Proceedings of the 26th International Conference on Data Engineering, 2010

Approximate string search in spatial databases.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Reverse Furthest Neighbors in Spatial Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009


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