Shuai Ma

Orcid: 0000-0002-4050-0443

Affiliations:
  • Beihang University, School of Computer Science and Engineering, China
  • University of Edinburgh, UK (PhD 2011)


According to our database1, Shuai Ma authored at least 117 papers between 2003 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Voila-A: Aligning Vision-Language Models with User's Gaze Attention.
CoRR, 2024

HORIZON: High-Resolution Semantically Controlled Panorama Synthesis.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Incremental discovery of denial constraints.
VLDB J., November, 2023

Effective and Efficient Lexicographical Order Dependency Discovery.
IEEE Trans. Knowl. Data Eng., September, 2023

Deep Kernel Network Embedding.
IEEE Trans. Knowl. Data Eng., June, 2023

Discovery of Approximate Lexicographical Order Dependencies.
IEEE Trans. Knowl. Data Eng., April, 2023

Guided conditional functional dependency discovery.
Inf. Syst., March, 2023

Mobility Inference on Long-Tailed Sparse Trajectory.
ACM Trans. Intell. Syst. Technol., February, 2023

Auto-Tuning with Reinforcement Learning for Permissioned Blockchain Systems.
Proc. VLDB Endow., 2023

AiMap: Learning to Improve Technology Mapping for ASICs via Delay Prediction.
Proceedings of the 41st IEEE International Conference on Computer Design, 2023

MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022
$\mathsf{NCF}$NCF: A Neural Context Fusion Approach to Raw Mobility Annotation.
IEEE Trans. Mob. Comput., 2022

A Collective Approach to Scholar Name Disambiguation.
IEEE Trans. Knowl. Data Eng., 2022

Toward Verifiable and Privacy Preserving Machine Learning Prediction.
IEEE Trans. Dependable Secur. Comput., 2022

Fast Approximate Denial Constraint Discovery.
Proc. VLDB Endow., 2022

Experiments and Analyses of Anonymization Mechanisms for Trajectory Data Publishing.
J. Comput. Sci. Technol., 2022

Diversifying repairs of Denial constraint violations.
Inf. Syst., 2022

HORIZON: A High-Resolution Panorama Synthesis Framework.
CoRR, 2022

Ered: Enhanced Text Representations with Entities and Descriptions.
CoRR, 2022

TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis.
CoRR, 2022

KESA: A Knowledge Enhanced Approach For Sentiment Analysis.
CoRR, 2022

Asymptotic Critical Transmission Radii in Wireless Networks over a Convex Region.
CoRR, 2022

Asymptotic Critical Radii in Random Geometric Graphs over 3-Dimensional Convex regions.
CoRR, 2022

Hunting Temporal Bumps in Graphs with Dynamic Vertex Properties.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

KESA: A Knowledge Enhanced Approach To Sentiment Analysis.
Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Dynamic Functional Dependency Discovery with Dynamic Hitting Set Enumeration.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

Trace Controlled Text to Image Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
Error Bounded Line Simplification Algorithms for Trajectory Compression: An Experimental Evaluation.
ACM Trans. Database Syst., 2021

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

Approximate computation for big data analytics.
SIGWEB Newsl., 2021

Improving spectral clustering with deep embedding, cluster estimation and metric learning.
Knowl. Inf. Syst., 2021

Ensuring the Correctness of Regular Expressions: A Review.
Int. J. Autom. Comput., 2021

The mass, fake news, and cognition security.
Frontiers Comput. Sci., 2021

D-HAN: Dynamic News Recommendation with Hierarchical Attention Network.
CoRR, 2021

A Collective Approach to Scholar Name Disambiguation (Extended Abstract).
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Approximate Order Dependency Discovery.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

SceneRec: Scene-Based Graph Neural Networks for Recommender Systems.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Control Image Captioning Spatially and Temporally.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

SemFace: Pre-training Encoder and Decoder with a Semantic Interface for Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
An Efficient Approach to Finding Dense Temporal Subgraphs.
IEEE Trans. Knowl. Data Eng., 2020

SURGE: Continuous Detection of Bursty Regions Over a Stream of Spatial Objects.
IEEE Trans. Knowl. Data Eng., 2020

Exploiting User Preference and Mobile Peer Influence for Human Mobility Annotation.
ACM Trans. Knowl. Discov. Data, 2020

Fast Incremental Discovery of Pointwise Order Dependencies.
Proc. VLDB Endow., 2020

CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.
CoRR, 2020

String Generation for Testing Regular Expressions.
Comput. J., 2020

Athena: A Ranking Enabled Scholarly Search System.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Why We Go Where We Go: Profiling User Decisions on Choosing POIs.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Efficient Team Formation in Social Networks based on Constrained Pattern Graph.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
One-pass trajectory simplification using the synchronous Euclidean distance.
VLDB J., 2019

The Mass, Fake News, and Cognition Security.
CoRR, 2019

Dual-View Variational Autoencoders for Semi-Supervised Text Matching.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Dynamic News Recommendation with Hierarchical Attention Network.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Improving Spectral Clustering with Deep Embedding and Cluster Estimation.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Explicit Cross-lingual Pre-training for Unsupervised Machine Translation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Easy First Relation Extraction with Information Redundancy.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Unsupervised Neural Machine Translation with SMT as Posterior Regularization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Landmark Image Retrieval by Jointing Feature Refinement and Multimodal Classifier Learning.
IEEE Trans. Cybern., 2018

GC: A Graph Caching System for Subgraph/Supergraph Queries.
Proc. VLDB Endow., 2018

Graph Pattern Matching for Dynamic Team Formation.
CoRR, 2018

Query Independent Scholarly Article Ranking.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

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

A Highly Non-Volatile Memory Scalable and Efficient File System.
Proceedings of the 36th IEEE International Conference on Computer Design, 2018

Incorporating User Grouping into Retweeting Behavior Modeling.
Proceedings of the Database Systems for Advanced Applications, 2018

Triangular Architecture for Rare Language Translation.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
An Ensemble Approach to Link Prediction.
IEEE Trans. Knowl. Data Eng., 2017

One-Pass Error Bounded Trajectory Simplification.
Proc. VLDB Endow., 2017

Virtual Network Mapping in Cloud Computing: A Graph Pattern Matching Approach.
Comput. J., 2017

Fast Computation of Dense Temporal Subgraphs.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Outlier Detection in Sparse Data with Factorization Machines.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Relaxing Graph Pattern Matching With Explanations.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
Proxies for Shortest Path and Distance Queries.
IEEE Trans. Knowl. Data Eng., 2016

Big graph search: challenges and techniques.
Frontiers Comput. Sci., 2016

Ensemble Enabled Weighted PageRank.
CoRR, 2016

Single-view determinacy and rewriting completeness for a fragment of XPath queries.
Sci. China Inf. Sci., 2016

Scaling up Link Prediction with Ensembles.
Proceedings of the Ninth ACM International Conference on Web Search and Data Mining, 2016

TOPIC: Toward perfect Influence Graph Summarization.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

An embedding approach to anomaly detection.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

TGraph: A Temporal Graph Data Management System.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Extending Conditional Dependencies with Built-in Predicates.
IEEE Trans. Knowl. Data Eng., 2015

SpanFS: A Scalable File System on Fast Storage Devices.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

Virtual Network Mapping: A Graph Pattern Matching Approach.
Proceedings of the Data Science - 30th British International Conference on Databases, 2015

2014
Strong simulation: Capturing topology in graph pattern matching.
ACM Trans. Database Syst., 2014

Extending inclusion dependencies with conditions.
Theor. Comput. Sci., 2014

Report on the Sixth International Workshop on Cloud Data Management (CloudDB 2014).
SIGMOD Rec., 2014

Interaction between Record Matching and Data Repairing.
ACM J. Data Inf. Qual., 2014

Distance Landmarks Revisited for Road Graphs.
CoRR, 2014

In search of influential event organizers in online social networks.
Proceedings of the International Conference on Management of Data, 2014

Demo: a robust barcode system for data transmissions over screen-camera links.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

Enhancing reliability to boost the throughput over screen-camera links.
Proceedings of the 20th Annual International Conference on Mobile Computing and Networking, 2014

2013
Combining POS Tagging, Lucene Search and Similarity Metrics for Entity Linking.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

On Anomalous Hotspot Discovery in Graph Streams.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

MRPacker: an SQL to mapreduce optimizer.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Data Quality Problems beyond Consistency and Deduplication.
Proceedings of the In Search of Elegance in the Theory and Practice of Computation, 2013

2012
Adding regular expressions to graph reachability and pattern queries.
Frontiers Comput. Sci., 2012

Distributed graph pattern matching.
Proceedings of the 21st World Wide Web Conference 2012, 2012

2011
Extending dependencies for improving data quality.
PhD thesis, 2011

Dynamic constraints for record matching.
VLDB J., 2011

Capturing Topology in Graph Pattern Matching.
Proc. VLDB Endow., 2011

CerFix: A System for Cleaning Data with Certain Fixes.
Proc. VLDB Endow., 2011

Interaction between record matching and data repairing.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010
Graph Homomorphism Revisited for Graph Matching.
Proc. VLDB Endow., 2010

Towards Certain Fixes with Editing Rules and Master Data.
Proc. VLDB Endow., 2010

Graph Pattern Matching: From Intractable to Polynomial Time.
Proc. VLDB Endow., 2010

Detecting inconsistencies in distributed data.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Reasoning about Record Matching Rules.
Proc. VLDB Endow., 2009

Incorporating cardinality constraints and synonym rules into conditional functional dependencies.
Inf. Process. Lett., 2009

Analyses and Validation of Conditional Dependencies with Built-in Predicates.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

2008
Propagating functional dependencies with conditions.
Proc. VLDB Endow., 2008

Increasing the Expressivity of Conditional Functional Dependencies without Extra Complexity.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Improving Data Quality: Consistency and Accuracy.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Extending Dependencies with Conditions.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

2004
Combining Clustering with Moving Sequential Pattern Mining: A Novel and Efficient Technique.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

Incremental Maintenance of Discovered Mobile User Maximal Moving Sequential Patterns.
Proceedings of the Database Systems for Advances Applications, 2004

2003
A New Fast Clustering Algorithm Based on Reference and Density.
Proceedings of the Advances in Web-Age Information Management, 2003


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