MingJie Tang

Orcid: 0000-0002-8893-4574

According to our database1, MingJie Tang authored at least 41 papers between 2009 and 2024.

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Bibliography

2024
Couler: Unified Machine Learning Workflow Optimization in Cloud.
CoRR, 2024

2023
ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU.
CoRR, 2023

GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization.
CoRR, 2023

DLRover: An Elastic Deep Training Extension with Auto Job Resource Recommendation.
CoRR, 2023

Defect detection algorithm based on Hd-PHC feature screening.
Proceedings of the 15th International Conference on Digital Image Processing, 2023

Cougar: A General Framework for Jobs Optimization In Cloud.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2021
Scalable Relational Query Processing on Big Matrix Data.
CoRR, 2021

PandaDB: Understanding Unstructured Data in Graph Database.
CoRR, 2021

A Multi-grained Attention Network for Multi-labeled Distant Supervision Relation Extraction.
Proceedings of the 6th IEEE International Conference on Computer and Communication Systems, 2021

2020
Device-free crowd counting with WiFi channel state information and deep neural networks.
Wirel. Networks, 2020

A Natural-language-based Visual Query Approach of Uncertain Human Trajectories.
IEEE Trans. Vis. Comput. Graph., 2020

FreeTrack: Device-Free Human Tracking With Deep Neural Networks and Particle Filtering.
IEEE Syst. J., 2020

LocationSpark: In-memory Distributed Spatial Query Processing and Optimization.
Frontiers Big Data, 2020

SQLFlow: A Bridge between SQL and Machine Learning.
CoRR, 2020

Phone Position Independent Recognition of FineWalking Modes with Phone Sensors.
Ad Hoc Sens. Wirel. Networks, 2020

STULL: Unbiased Online Sampling for Visual Exploration of Large Spatiotemporal Data.
Proceedings of the 15th IEEE Conference on Visual Analytics Science and Technology, 2020

2019
Terahertz Spectroscopic Signatures of Microcystin Aptamer Solution Probed with a Microfluidic Chip.
Sensors, 2019

SAC: A System for Big Data Lineage Tracking.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018
Efficient Parallel Skyline Query Processing for High-Dimensional Data.
IEEE Trans. Knowl. Data Eng., 2018

COACT: a query interface language for collaborative databases.
Distributed Parallel Databases, 2018

AUDIT: approving and tracking updates with dependencies in collaborative databases.
Distributed Parallel Databases, 2018

Device-Free Localization Based on CSI Fingerprints and Deep Neural Networks.
Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

SHC: Distributed Query Processing for Non-Relational Data Store.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Adaptive processing of spatial-keyword data over a distributed streaming cluster.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Optimizing Generalized Linear Models with Billions of Variables.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
In-Memory Distributed Matrix Computation Processing and Optimization.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Similarity Group-by Operators for Multi-Dimensional Relational Data.
IEEE Trans. Knowl. Data Eng., 2016

LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data.
Proc. VLDB Endow., 2016

The similarity-aware relational database set operators.
Inf. Syst., 2016

Cruncher: Distributed in-memory processing for location-based services.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Atlas: on the expression of spatial-keyword group queries using extended relational constructs.
Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2015
Approving Updates in Collaborative Databases.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Efficient Processing of Hamming-Distance-Based Similarity-Search Queries Over MapReduce.
Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014
Bird Flu Outbreak Prediction via Satellite Tracking.
IEEE Intell. Syst., 2014

On Order-independent Semantics of the Similarity Group-By Relational Database Operator.
CoRR, 2014

The Similarity-Aware Relational Intersect Database Operator.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

2011
Exploring the wild birds' migration data for the disease spread study of H5N1: a clustering and association approach.
Knowl. Inf. Syst., 2011

e-Science Practice for Wild Birds' Monitoring and Protection in Qinghai Lake Region.
Proceedings of the IEEE 7th International Conference on E-Science, 2011

2010
Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis.
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Exploring the Spatial Distribution of Bird Habitat with Cluster Analysis.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009


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