Yu Gu

Orcid: 0000-0001-7422-6254

Affiliations:

Northeastern University, School of Computer Science and Engineering, Shenyang, China (PhD 2010)

According to our database¹, Yu Gu authored at least 140 papers between 2005 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2025

Illicit Social Accounts? Anti-Money Laundering for Transactional Blockchains.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

2024

CHGNN: A Semi-Supervised Contrastive Hypergraph Learning Network.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2024

Improving Code Summarization With Tree Transformer Enhanced by Position-Related Syntax Complement.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., September, 2024

DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training.

[BibT_eX]

[DOI]

Proc. VLDB Endow., July, 2024

NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments.

[BibT_eX]

[DOI]

Proc. VLDB Endow., April, 2024

Introducing on-chain graph data to consortium blockchain for commercial transactions.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., April, 2024

Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective.

[BibT_eX]

[DOI]

Proc. VLDB Endow., February, 2024

NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism.

[BibT_eX]

[DOI]

CoRR, 2024

Building A Coding Assistant via the Retrieval-Augmented Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-Evidence based Fact Verification via A Confidential Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2024

LR-CNN: Lightweight Row-centric Convolutional Neural Network Training for Memory Reduction.

[BibT_eX]

[DOI]

CoRR, 2024

Accelerating Heterogeneous Tensor Parallelism via Flexible Workload Control.

[BibT_eX]

[DOI]

CoRR, 2024

Modeling User Viewing Flow using Large Language Models for Article Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Chameleon: Towards Update-Efficient Learned Indexing for Locally Skewed Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Label Constrained Reachability Queries on Time Dependent Graphs.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Diffusion Model-Enhanced Contrastive Learning for Graph Representation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2024

MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Towards an Energy Complexity Model for Distributed Data Processing Algorithms.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, December, 2023

ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling.

[BibT_eX]

[DOI]

Proc. ACM Manag. Data, December, 2023

NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams.

[BibT_eX]

[DOI]

Proc. VLDB Endow., November, 2023

Efficient Subhypergraph Matching Based on Hyperedge Features.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

FSP: Towards Flexible Synchronous Parallel Frameworks for Distributed Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., February, 2023

Why blockchain needs graph: A survey on studies, scenarios, and solutions.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2023

A lock-free approach to parallelizing personalized PageRank computations on GPU.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Unlock Multi-Modal Capability of Dense Retrieval via Visual Module Plugin.

[BibT_eX]

[DOI]

CoRR, 2023

Effective Graph Kernels for Evolving Functional Brain Networks.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

PlanRanker: Towards Personalized Ranking of Train Transfer Plans.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

PrivNUD: Effective Range Query Processing under Local Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Lightweight Streaming Graph Partitioning by Fully Utilizing Knowledge from Local View.

[BibT_eX]

[DOI]

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

CLNIE: A Contrastive Learning Based Node Importance Evaluation Method for Knowledge Graphs with Few Labels.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Text Matching Improves Sequential Recommendation by Reducing Popularity Biases.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Unified-memory-based hybrid processing for partition-oriented subgraph matching on GPU.

[BibT_eX]

[DOI]

World Wide Web, 2022

BrePartition: Optimized High-Dimensional kNN Search With Bregman Distances.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Distributed Hypergraph Processing Using Intersection Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Collecting and analyzing key-value data under shuffled differential privacy.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2022

DRPS: efficient disk-resident parameter servers for distributed machine learning.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2022

HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

EC-Graph: A Distributed Graph Neural Network System with Error-Compensated Compression.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

IncreGNN: Incremental Graph Neural Network Learning by Considering Node and Parameter Importance.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

Parallel Pivoted Subgraph Filtering with Partial Coding Trees on GPU.

[BibT_eX]

[DOI]

Yang Wang

Yu Gu

Chuanwen Li

Proceedings of the Database Systems for Advanced Applications, 2022

CSGNN: Improving Graph Neural Networks with Contrastive Semi-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2022

Parallel Skyline Processing Using Space Pruning on GPU.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Accelerating Hypergraph Motif Counting Based on Hyperedge Relations.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

Efficient Subhypergraph Containment Queries on Hypergraph Databases.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2022

2021

HGraph: I/O-Efficient Distributed and Iterative Graph Computing by Hybrid Pushing/Pulling.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Adversarial network embedding using structural similarity.

[BibT_eX]

[DOI]

Zihan Zhou

Yu Gu

Ge Yu

Frontiers Comput. Sci., 2021

GPU-Based Dynamic Hyperspace Hash with Full Concurrency.

[BibT_eX]

[DOI]

Data Sci. Eng., 2021

SkyCell: A Space-Pruning Based Parallel Skyline Algorithm.

[BibT_eX]

[DOI]

CoRR, 2021

Tracking Knowledge Structures and Proficiencies of Students With Learning Transfer.

[BibT_eX]

[DOI]

IEEE Access, 2021

ProMIPS: Efficient High-Dimensional c-Approximate Maximum Inner Product Search with a Lightweight Index.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Efficient processing of moving collective spatial keyword queries.

[BibT_eX]

[DOI]

VLDB J., 2020

REMIAN: Real-Time and Error-Tolerant Missing Value Imputation.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

MIDIA: exploring denoising autoencoders for missing data imputation.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2020

Efficient Closeness Centrality Computation for Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

GHSH: Dynamic Hyperspace Hashing on GPU.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Partition-Oriented Subgraph Matching on GPU.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019

Order-Sensitive Imputation for Clustered Missing Values.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Diversifying Top-k Routes with Spatial Constraints.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2019

Moving kNN query processing in metric space based on influential sets.

[BibT_eX]

[DOI]

Inf. Syst., 2019

TSH: Easy-to-be distributed partitioning for large-scale graphs.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2019

Differentially private high-dimensional data publication via grouping and truncating techniques.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

Differentially Private Top-k Frequent Columns Publication for High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Access, 2019

Order-Sensitive Imputation for Clustered Missing Values (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

GPU-Accelerated Dynamic Graph Coloring.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

DPSCAN: Structural Graph Clustering Based on Density Peaks.

[BibT_eX]

[DOI]

Changfa Wu

Yu Gu

Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2019

Iterative Hypergraph Computation Based on Hyperedge-Connected Graphs.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - Third International Joint Conference, 2019

Efficient Large-Scale Multi-graph Similarity Search Using MapReduce.

[BibT_eX]

[DOI]

Jun Pang

Minghe Yu

Yu Gu

Proceedings of the Web Information Systems and Applications, 2019

2018

A Fault-Tolerant Framework for Asynchronous Iterative Computations in Cloud Environments.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2018

Approximate Order-Sensitive k-NN Queries over Correlated High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Semi-supervised multi-graph classification using optimal feature selection and extreme learning machine.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Super-Graph Classification Based on Composite Subgraph Features and Extreme Learning Machine.

[BibT_eX]

[DOI]

Cogn. Comput., 2018

A GPU Accelerated Update Efficient Index for kNN Queries in Road Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

LIDH: An Efficient Filtering Method for Approximate k Nearest Neighbor Queries Based on Local Intrinsic Dimension.

[BibT_eX]

[DOI]

Yang Song

Yu Gu

Ge Yu

Proceedings of the Web and Big Data - Second International Joint Conference, 2018

2017

Differentially Private Event Histogram Publication on Sequences over Graphs.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2017

Parallel multi-graph classification using extreme learning machine and MapReduce.

[BibT_eX]

[DOI]

Neurocomputing, 2017

An I/O-efficient and adaptive fault-tolerant framework for distributed graph computations.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2017

PrivSuper: A Superset-First Approach to Frequent Itemset Mining under Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

An Effective and Efficient Truth Discovery Framework over Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Extending Database Technology, 2017

FSP: towards flexible synchronous parallel framework for expectation-maximization based algorithms on cloud.

[BibT_eX]

[DOI]

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016

Efficient moving k nearest neighbor queries over line segment objects.

[BibT_eX]

[DOI]

World Wide Web, 2016

Subgraph similarity maximal all-matching over a large uncertain graph.

[BibT_eX]

[DOI]

World Wide Web, 2016

The Moving K Diversified Nearest Neighbor Query.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Hybrid Pulling/Pushing for I/O-Efficient Distributed and Iterative Graph Computing.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

INSQ: An influential neighbor set based moving kNN query processing system.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Efficient Processing of Location-Aware Group Preference Queries.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Effective Privacy Preservation over Composite Events with Markov Correlations.

[BibT_eX]

[DOI]

Proceedings of the 13th Web Information Systems and Applications Conference, 2016

2015

Efficient Similarity Join Based on Earth Mover's Distance Using MapReduce.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

A safe region based approach to moving KNN queries in obstructed space.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

基于MapReduce框架的海量数据相似性连接研究进展 (Similarity Joins on Massive Data Based on MapReduce Framework).

[BibT_eX]

[DOI]

计算机科学, 2015

Effective and Efficient Predictive Density Queries for Indoor Moving Objects.

[BibT_eX]

[DOI]

Miao Li

Yu Gu

Ge Yu

Proceedings of the Database Systems for Advanced Applications, 2015

Energy-Efficient and Smoothing-Sensitive Curve Recovery of Sensing Physical World.

[BibT_eX]

[DOI]

Proceedings of the Big Data Computing and Communications - First International Conference, 2015

2014

Effective and Efficient Clustering Methods for Correlated Probabilistic Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Processing Moving kNN Queries Using Influential Neighbor Sets.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

An Efficient Method for k Nearest Neighbor Searching in Obstructed Spatial Databases.

[BibT_eX]

[DOI]

Yu Gu

Ge Yu

Xiaonan Yu

J. Inf. Sci. Eng., 2014

Continuous visible k nearest neighbor query on moving objects.

[BibT_eX]

[DOI]

Inf. Syst., 2014

Efficient Graph Similarity Join with Scalable Prefix-Filtering Using MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Label and Distance-Constraint Reachability Queries in Uncertain Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2014

2013

Spatial query processing in road networks for wireless data broadcast.

[BibT_eX]

[DOI]

Wirel. Networks, 2013

Group Location Selection Queries over Uncertain Objects.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Triggered Moving Range Queries over RFID Monitored Objects.

[BibT_eX]

[DOI]

Yu Gu

Ge Yu

Na Guo

J. Inf. Sci. Eng., 2013

Interval reverse nearest neighbor queries on uncertain data with Markov correlations.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Shortest Path Computation over Disk-Resident Large Graphs Based on Extended Bulk Synchronous Parallel Methods.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2013

Parallel Triangle Counting over Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2013

BC-BSP: A BSP-Based Parallel Iterative Processing System for Big Data on Cloud Architecture.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2013

A BSP-Based Parallel Iterative Processing System with Multiple Partition Strategies for Big Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Congress on Big Data, 2013

2012

Deadline-aware complex event processing models over distributed monitoring streams.

[BibT_eX]

[DOI]

Yu Gu

Ge Yu

Chuanwen Li

Math. Comput. Model., 2012

Efficient fuzzy ranking queries in uncertain databases.

[BibT_eX]

[DOI]

Appl. Intell., 2012

Adaptive Update Workload Reduction for Moving Objects in Road Networks.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 13th International Conference, 2012

EUDEMON: A System for Online Video Frame Copy Detection by Earth Mover's Distance.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Study of an RFID Based Object-Relationship Recognition System.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

Scalable Complex Event Processing on Top of MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

Optimal k-Constraint Coverage Queries on Spatial Objects.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third Australasian Database Conference, 2012

2011

Aggressive Complex Event Processing with Confidence over Out-of-Order Streams.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2011

An Efficient Method for Cleaning Dirty-Events over Uncertain Data in WSNs.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2011

Evaluating Probabilistic Spatial-Range Closest Pairs Queries over Uncertain Objects.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

wNeighbors: A Method for Finding k Nearest Neighbors in Weighted Regions.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

MRQSim: A Moving Range Query Simulation Platform in Spatial Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2011

Top-K Probabilistic Closest Pairs Query in Uncertain Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Efficient Similarity Query in RFID Trajectory Databases.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Efficient Fuzzy Top-k Query Processing over Uncertain Objects.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

Moving K-Nearest Neighbor Query over Obstructed Regions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web Technologies and Applications, 2010

2009

Adaptive correlation analysis in stream time series with sliding windows.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2009

Effective Similarity Analysis over Event Streams Based on Sharing Extent.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

MarcoPolo: a community system for sharing and integrating travel information on maps.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Efficient RFID Data Imputation by Analyzing the Correlations of Monitored Objects.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

Probabilistic moving range query over RFID spatio-temporal data streams.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Modeling and Service Capability Evaluation for RFID Complex Event Processing.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

2007

A QoS-Guaranteeing Scheduling Algorithm for Continuous Queries over Streams.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data and Web Management, 2007

A Simple But Effective Event-Driven Model for Data Stream Queries.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data and Web Management, 2007

Correlation Analysis Based on Hierarchical Boolean Representation over Time Series Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

An Adaptive Join Strategy in Distributed Data Stream Management System.

[BibT_eX]

[DOI]

Proceedings of the Computational Intelligence and Security, International Conference, 2007

Boolean representation based data-adaptive correlation analysis over time series streams.

[BibT_eX]

[DOI]

Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management, 2007

2006

Modelling and Guaranteeing Quality of Service over Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems - WISE 2006 Workshops, 2006

2005

A Deadline-Sensitive Approach for Real-Time Processing of Sliding Windows.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management, 2005

Yu Gu

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