MingJie Tang

According to our database, MingJie Tang authored at least 49 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the cloud.

Qinlong Wang, Tingfeng Lan, Yinghao Tang, Bo Sang, Ziling Huang, Yiheng Du, Haitao Zhang, Jian Sha, Hui Lu, Yuanchun Zhou, Ke Zhang, Mingjie Tang

Proc. VLDB Endow., August, 2024

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

Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang

Proc. VLDB Endow., April, 2024

Attack as Defense: Run-time Backdoor Implantation for Image Content Protection.

Haichuan Zhang, Meiyu Lin, Zhaoyi Liu, Renyuan Li, Zhiyuan Cheng, Carl Yang, Mingjie Tang

CoRR, 2024

MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA based Mixture of Experts.

Dengchun Li, Yingzi Ma, Naizheng Wang, Zhiyuan Cheng, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang

CoRR, 2024

Couler: Unified Machine Learning Workflow Optimization in Cloud.

Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jingji Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

CoRR, 2024

A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System.

Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Yuanchun Zhou, Mingjie Tang, Jianguo Wang

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks.

Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Couler: Unified Machine Learning Workflow Optimization in Cloud.

Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jiewei Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang

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

2023

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

Zhengmao Ye, Dengchun Li, Jingqi Tian, Tingfeng Lan, Jie Zuo, Lei Duan, Hui Lu, Yexi Jiang, Jian Sha, Ke Zhang, Mingjie Tang

CoRR, 2023

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

Qinlong Wang, Bo Sang, Haitao Zhang, Mingjie Tang, Ke Zhang

CoRR, 2023

Defect detection algorithm based on Hd-PHC feature screening.

Zhenxi Chen, Haixin Luo, Mingjie Tang, Mingming Wan, Yong Tian, Jindong Tian

Proceedings of the 15th International Conference on Digital Image Processing, 2023

Cougar: A General Framework for Jobs Optimization In Cloud.

Bo Sang, Shuwei Gu, Xiaojun Zhan, Mingjie Tang, Jian Liu, Xuan Chen, Jie Tan, Haoyuan Ge, Ke Zhang, Ruoyi Ruan, Wei Yan

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

2021

Scalable Relational Query Processing on Big Matrix Data.

Yongyang Yu, Mingjie Tang, Walid G. Aref

CoRR, 2021

PandaDB: Understanding Unstructured Data in Graph Database.

Zihao Zhao, Zhihong Shen, Mingjie Tang

CoRR, 2021

A Multi-grained Attention Network for Multi-labeled Distant Supervision Relation Extraction.

Mingjie Tang, Bo Yang, Hao Xu

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.

Rui Zhou, Xiang Lu, Yang Fu, Mingjie Tang

Wirel. Networks, 2020

A Natural-language-based Visual Query Approach of Uncertain Human Trajectories.

Zhaosong Huang, Ye Zhao, Wei Chen, Shengjie Gao, Kejie Yu, Weixia Xu, Mingjie Tang, Minfeng Zhu, Mingliang Xu

IEEE Trans. Vis. Comput. Graph., 2020

FreeTrack: Device-Free Human Tracking With Deep Neural Networks and Particle Filtering.

Rui Zhou, Mingjie Tang, Ziyuan Gong, Meng Hao

IEEE Syst. J., 2020

LocationSpark: In-memory Distributed Spatial Query Processing and Optimization.

Mingjie Tang, Yongyang Yu, Ahmed R. Mahmood, Qutaibah M. Malluhi, Mourad Ouzzani, Walid G. Aref

Frontiers Big Data, 2020

SQLFlow: A Bridge between SQL and Machine Learning.

Yi Wang, Yang Yang, Weiguo Zhu, Yi Wu, Xu Yan, Yongfeng Liu, Yu Wang, Liang Xie, Ziyao Gao, Wenjing Zhu, Xiang Chen, Wei Yan, Mingjie Tang, Yuan Tang

CoRR, 2020

Phone Position Independent Recognition of FineWalking Modes with Phone Sensors.

Rui Zhou, Xiang Lu, Shuai Lu, Yang Fu, Mingjie Tang

Ad Hoc Sens. Wirel. Networks, 2020

STULL: Unbiased Online Sampling for Visual Exploration of Large Spatiotemporal Data.

Guizhen Wang, Jingjing Guo, Mingjie Tang, José Florencio de Queiroz Neto, Calvin Yau, Anas Daghistani, Morteza Karimzadeh, Walid G. Aref, David S. Ebert

Proceedings of the 15th IEEE Conference on Visual Analytics Science and Technology, 2020

Selective Self-attention with BIO Embeddings for Distant Supervision Relation Extraction.

Mingjie Tang, Bo Yang

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2020

2019

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

Mingkun Zhang, Zhongbo Yang, Mingjie Tang, Deqiang Wang, Huabin Wang, Shihan Yan, Dongshan Wei, Hong-Liang Cui

Sensors, 2019

SAC: A System for Big Data Lineage Tracking.

MingJie Tang, Saisai Shao, Weiqing Yang, Yanbo Liang, Yongyang Yu, Bikas Saha, Dongjoon Hyun

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

2018

Efficient Parallel Skyline Query Processing for High-Dimensional Data.

MingJie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani

IEEE Trans. Knowl. Data Eng., 2018

COACT: a query interface language for collaborative databases.

Khaleel Mershad, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Michael Gribskov, Walid G. Aref, Deo Prakash

Distributed Parallel Databases, 2018

AUDIT: approving and tracking updates with dependencies in collaborative databases.

Khaleel Mershad, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Michael Gribskov, Walid G. Aref

Distributed Parallel Databases, 2018

Device-Free Localization Based on CSI Fingerprints and Deep Neural Networks.

Rui Zhou, Meng Hao, Xiang Lu, Mingjie Tang, Yang Fu

Proceedings of the 15th Annual IEEE International Conference on Sensing, 2018

SHC: Distributed Query Processing for Non-Relational Data Store.

Weiqing Yang, MingJie Tang, Yongyang Yu, Yanbo Liang, Bikas Saha

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

Adaptive processing of spatial-keyword data over a distributed streaming cluster.

Ahmed R. Mahmood, Anas Daghistani, Ahmed M. Aly, MingJie Tang, Saleh M. Basalamah, Sunil Prabhakar, Walid G. Aref

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Optimizing Generalized Linear Models with Billions of Variables.

Yanbo Liang, Yongyang Yu, MingJie Tang, Chaozhuo Li, Weiqing Yang, Weichen Xu, Ruifeng Zheng

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

In-Memory Distributed Matrix Computation Processing and Optimization.

Yongyang Yu, MingJie Tang, Walid G. Aref, Qutaibah M. Malluhi, Mostafa M. Abbas, Mourad Ouzzani

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

2016

Efficient processing of similarity queries with applications

Mingjie Tang

PhD thesis, 2016

Similarity Group-by Operators for Multi-Dimensional Relational Data.

MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Mikhail J. Atallah, Qutaibah M. Malluhi, Mourad Ouzzani, Yasin N. Silva

IEEE Trans. Knowl. Data Eng., 2016

LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data.

MingJie Tang, Yongyang Yu, Qutaibah M. Malluhi, Mourad Ouzzani, Walid G. Aref

Proc. VLDB Endow., 2016

The similarity-aware relational database set operators.

Wadha J. Al Marri, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Walid G. Aref

Inf. Syst., 2016

Cruncher: Distributed in-memory processing for location-based services.

Ahmed S. Abdelhamid, MingJie Tang, Ahmed M. Aly, Ahmed R. Mahmood, Thamir Qadah, Walid G. Aref, Saleh M. Basalamah

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

Atlas: on the expression of spatial-keyword group queries using extended relational constructs.

Ahmed R. Mahmood, Walid G. Aref, Ahmed M. Aly, MingJie Tang

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.

Khaleel Mershad, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Walid G. Aref

Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Efficient Processing of Hamming-Distance-Based Similarity-Search Queries Over MapReduce.

MingJie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani

Proceedings of the 18th International Conference on Extending Database Technology, 2015

2014

Bird Flu Outbreak Prediction via Satellite Tracking.

Yuanchun Zhou, MingJie Tang, Weike Pan, Jinyan Li, Weihang Wang, Jing Shao, Liang Wu, Jianhui Li, Qiang Yang, Baoping Yan

IEEE Intell. Syst., 2014

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

MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani

CoRR, 2014

The Similarity-Aware Relational Intersect Database Operator.

Wadha J. Al Marri, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Walid G. Aref

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.

MingJie Tang, Yuanchun Zhou, Jinyan Li, Weihang Wang, Peng Cui, YuanSheng Hou, Ze Luo, Jianhui Li, Fuming Lei, Baoping Yan

Knowl. Inf. Syst., 2011

e-Science Practice for Wild Birds' Monitoring and Protection in Qinghai Lake Region.

Ze Luo, Baoping Yan, Yuanchun Zhou, Jian Li, MingJie Tang, Haiming Zhang, Jing Shao, Shasha Li, Fumin Lei, Peng Cui, Tianxian Li, Zheng Kou, YuanSheng Hou, Yubang He, Zhi Xing

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.

MingJie Tang, Weihang Wang, Yexi Jiang, Yuanchun Zhou, Jinyan Li, Peng Cui, Ying Liu, Baoping Yan

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.

MingJie Tang, Yuanchun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, Baoping Yan

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Exploring the Spatial Distribution of Bird Habitat with Cluster Analysis.

MingJie Tang, Yuanchun Zhou, Peng Cui, Haiting Zhang, Liang Hu, YuanSheng Hou, Baoping Yan

Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009