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2020 – today
- 2024
[j16]Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang:
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization. Proc. VLDB Endow. 17(8): 1939-1952 (2024)- [j15]Qinlong Wang, Tingfeng Lan, Yinghao Tang, Bo Sang, Ziling Huang, Yiheng Du, Haitao Zhang, Jian Sha, Hui Lu, Yuanchun Zhou, Ke Zhang, Mingjie Tang:
DLRover-RM: Resource Optimization for Deep Recommendation Models Training in the cloud. Proc. VLDB Endow. 17(12): 4130-4144 (2024) - [c25]Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jiewei Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang:
Couler: Unified Machine Learning Workflow Optimization in Cloud. ICDE 2024: 5224-5237 - [c24]Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang:
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks. ICML 2024 - [c23]Jiale Lao
, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Yuanchun Zhou, Mingjie Tang, Jianguo Wang:
A Demonstration of GPTuner: A GPT-Based Manual-Reading Database Tuning System. SIGMOD Conference Companion 2024: 504-507 - [i15]Xiaoda Wang, Yuan Tang, Tengda Guo, Bo Sang, Jingji Wu, Jian Sha, Ke Zhang, Jiang Qian, Mingjie Tang:
Couler: Unified Machine Learning Workflow Optimization in Cloud. CoRR abs/2403.07608 (2024) - [i14]Zhiyuan Cheng, Zhaoyi Liu, Tengda Guo, Shiwei Feng, Dongfang Liu, Mingjie Tang, Xiangyu Zhang:
BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks. CoRR abs/2404.00924 (2024) - [i13]Dengchun Li, Yingzi Ma, Naizheng Wang, Zhiyuan Cheng, Lei Duan, Jie Zuo, Cal Yang, Mingjie Tang:
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA based Mixture of Experts. CoRR abs/2404.15159 (2024) - 2023
- [c22]Bo Sang, Shuwei Gu, Xiaojun Zhan, Mingjie Tang, Jian Liu, Xuan Chen, Jie Tan, Haoyuan Ge, Ke Zhang, Ruoyi Ruan, Wei Yan:
Cougar: A General Framework for Jobs Optimization In Cloud. ICDE 2023: 3417-3429 - [c21]Zhenxi Chen, Haixin Luo, Mingjie Tang, Mingming Wan, Yong Tian, Jindong Tian:
Defect detection algorithm based on Hd-PHC feature screening. ICDIP 2023: 44:1-44:7 - [i12]Qinlong Wang, Bo Sang, Haitao Zhang, Mingjie Tang, Ke Zhang:
DLRover: An Elastic Deep Training Extension with Auto Job Resource Recommendation. CoRR abs/2304.01468 (2023) - [i11]Jiale Lao, Yibo Wang, Yufei Li, Jianping Wang, Yunjia Zhang, Zhiyuan Cheng, Wanghu Chen, Mingjie Tang, Jianguo Wang:
GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization. CoRR abs/2311.03157 (2023) - [i10]Zhengmao Ye, Dengchun Li, Jingqi Tian, Tingfeng Lan, Jie Zuo, Lei Duan, Hui Lu, Yexi Jiang, Jian Sha, Ke Zhang, Mingjie Tang:
ASPEN: High-Throughput LoRA Fine-Tuning of Large Language Models with a Single GPU. CoRR abs/2312.02515 (2023) - 2021
- [c20]Mingjie Tang, Bo Yang, Hao Xu:
A Multi-grained Attention Network for Multi-labeled Distant Supervision Relation Extraction. ICCCS 2021: 110-115 - [i9]Zihao Zhao, Zhihong Shen, Mingjie Tang:
PandaDB: Understanding Unstructured Data in Graph Database. CoRR abs/2107.01963 (2021) - [i8]Yongyang Yu, Mingjie Tang, Walid G. Aref:
Scalable Relational Query Processing on Big Matrix Data. CoRR abs/2110.01767 (2021) - 2020
- [j14]Rui Zhou, Xiang Lu, Shuai Lu, Yang Fu, Mingjie Tang:
Phone Position Independent Recognition of FineWalking Modes with Phone Sensors. Ad Hoc Sens. Wirel. Networks 46(1-2): 139-161 (2020) - [j13]Mingjie Tang, Yongyang Yu, Ahmed R. Mahmood, Qutaibah M. Malluhi, Mourad Ouzzani, Walid G. Aref:
LocationSpark: In-memory Distributed Spatial Query Processing and Optimization. Frontiers Big Data 3: 30 (2020) - [j12]Rui Zhou, Mingjie Tang, Ziyuan Gong, Meng Hao:
FreeTrack: Device-Free Human Tracking With Deep Neural Networks and Particle Filtering. IEEE Syst. J. 14(2): 2990-3000 (2020) - [j11]Zhaosong Huang, Ye Zhao, Wei Chen, Shengjie Gao, Kejie Yu, Weixia Xu, Mingjie Tang, Minfeng Zhu, Mingliang Xu:
A Natural-language-based Visual Query Approach of Uncertain Human Trajectories. IEEE Trans. Vis. Comput. Graph. 26(1): 1256-1266 (2020) - [j10]Rui Zhou, Xiang Lu, Yang Fu, Mingjie Tang:
Device-free crowd counting with WiFi channel state information and deep neural networks. Wirel. Networks 26(5): 3495-3506 (2020) - [c19]Mingjie Tang, Bo Yang:
Selective Self-attention with BIO Embeddings for Distant Supervision Relation Extraction. ChineseCSCW 2020: 3-16 - [c18]Guizhen Wang, Jingjing Guo, Mingjie Tang, José Florencio de Queiroz Neto, Calvin Yau, Anas Daghistani, Morteza Karimzadeh, Walid G. Aref, David S. Ebert:
STULL: Unbiased Online Sampling for Visual Exploration of Large Spatiotemporal Data. IEEE VAST@IEEE VIS 2020: 72-83 - [i7]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:
SQLFlow: A Bridge between SQL and Machine Learning. CoRR abs/2001.06846 (2020) - [i6]Guizhen Wang, Jingjing Guo, Mingjie Tang, José Florencio de Queiroz Neto, Calvin Yau, Anas Daghistani, Morteza Karimzadeh, Walid G. Aref, David S. Ebert:
STULL: Unbiased Online Sampling for Visual Exploration of Large Spatiotemporal Data. CoRR abs/2008.13028 (2020)
2010 – 2019
- 2019
- [j9]Mingkun Zhang, Zhongbo Yang, Mingjie Tang, Deqiang Wang, Huabin Wang, Shihan Yan, Dongshan Wei, Hong-Liang Cui:
Terahertz Spectroscopic Signatures of Microcystin Aptamer Solution Probed with a Microfluidic Chip. Sensors 19(3): 534 (2019) - [c17]MingJie Tang, Saisai Shao, Weiqing Yang, Yanbo Liang, Yongyang Yu, Bikas Saha, Dongjoon Hyun:
SAC: A System for Big Data Lineage Tracking. ICDE 2019: 1964-1967 - [c16]Mingjie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani:
Efficient Parallel Skyline Query Processing for High-Dimensional Data. ICDE 2019: 2113-2114 - [i5]Mingjie Tang, Yongyang Yu, Walid G. Aref, Ahmed R. Mahmood, Qutaibah M. Malluhi, Mourad Ouzzani:
LocationSpark: In-memory Distributed Spatial Query Processing and Optimization. CoRR abs/1907.03736 (2019) - [i4]Zhaosong Huang, Ye Zhao, Wei Chen, Shengjie Gao, Kejie Yu, Weixia Xu, Mingjie Tang, Minfeng Zhu, Mingliang Xu:
A Natural-language-based Visual Query Approach of Uncertain Human Trajectories. CoRR abs/1908.00277 (2019) - 2018
- [j8]Khaleel Mershad, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Michael Gribskov, Walid G. Aref:
AUDIT: approving and tracking updates with dependencies in collaborative databases. Distributed Parallel Databases 36(1): 81-119 (2018) - [j7]Khaleel Mershad, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Michael Gribskov, Walid G. Aref, Deo Prakash:
COACT: a query interface language for collaborative databases. Distributed Parallel Databases 36(1): 121-151 (2018) - [j6]MingJie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani:
Efficient Parallel Skyline Query Processing for High-Dimensional Data. IEEE Trans. Knowl. Data Eng. 30(10): 1838-1851 (2018) - [c15]Yanbo Liang, Yongyang Yu, MingJie Tang, Chaozhuo Li, Weiqing Yang, Weichen Xu, Ruifeng Zheng:
Optimizing Generalized Linear Models with Billions of Variables. CIKM 2018: 2155-2163 - [c14]Ahmed R. Mahmood, Anas Daghistani, Ahmed M. Aly, MingJie Tang, Saleh M. Basalamah, Sunil Prabhakar, Walid G. Aref:
Adaptive processing of spatial-keyword data over a distributed streaming cluster. SIGSPATIAL/GIS 2018: 219-228 - [c13]Weiqing Yang, MingJie Tang, Yongyang Yu, Yanbo Liang, Bikas Saha:
SHC: Distributed Query Processing for Non-Relational Data Store. ICDE 2018: 1465-1476 - [c12]Rui Zhou, Meng Hao, Xiang Lu, Mingjie Tang, Yang Fu:
Device-Free Localization Based on CSI Fingerprints and Deep Neural Networks. SECON 2018: 226-234 - 2017
- [c11]Yongyang Yu, MingJie Tang, Walid G. Aref, Qutaibah M. Malluhi, Mostafa M. Abbas, Mourad Ouzzani:
In-Memory Distributed Matrix Computation Processing and Optimization. ICDE 2017: 1047-1058 - [i3]Ahmed R. Mahmood, Anas Daghistani, Ahmed M. Aly, Walid G. Aref, MingJie Tang, Saleh M. Basalamah, Sunil Prabhakar:
Adaptive Processing of Spatial-Keyword Data Over a Distributed Streaming Cluster. CoRR abs/1709.02533 (2017) - 2016
- [b1]Mingjie Tang:
Efficient processing of similarity queries with applications. Purdue University, USA, 2016 - [j5]Wadha J. Al Marri, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Walid G. Aref:
The similarity-aware relational database set operators. Inf. Syst. 59: 79-93 (2016) - [j4]MingJie Tang, Yongyang Yu, Qutaibah M. Malluhi, Mourad Ouzzani, Walid G. Aref:
LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data. Proc. VLDB Endow. 9(13): 1565-1568 (2016) - [j3]MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Mikhail J. Atallah, Qutaibah M. Malluhi, Mourad Ouzzani, Yasin N. Silva:
Similarity Group-by Operators for Multi-Dimensional Relational Data. IEEE Trans. Knowl. Data Eng. 28(2): 510-523 (2016) - [c10]Ahmed R. Mahmood, Walid G. Aref, Ahmed M. Aly, MingJie Tang:
Atlas: on the expression of spatial-keyword group queries using extended relational constructs. SIGSPATIAL/GIS 2016: 45:1-45:10 - [c9]Ahmed S. Abdelhamid, MingJie Tang, Ahmed M. Aly, Ahmed R. Mahmood, Thamir Qadah, Walid G. Aref, Saleh M. Basalamah:
Cruncher: Distributed in-memory processing for location-based services. ICDE 2016: 1406-1409 - [c8]MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Mikhail J. Atallah, Qutaibah M. Malluhi, Mourad Ouzzani, Yasin N. Silva:
Similarity Group-By operators for multi-dimensional relational data. ICDE 2016: 1448-1449 - 2015
- [c7]MingJie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani:
Efficient Processing of Hamming-Distance-Based Similarity-Search Queries Over MapReduce. EDBT 2015: 361-372 - [c6]Khaleel Mershad, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Walid G. Aref:
Approving Updates in Collaborative Databases. IC2E 2015: 42-47 - 2014
- [j2]Yuanchun Zhou, MingJie Tang, Weike Pan, Jinyan Li, Weihang Wang, Jing Shao, Liang Wu, Jianhui Li, Qiang Yang, Baoping Yan:
Bird Flu Outbreak Prediction via Satellite Tracking. IEEE Intell. Syst. 29(4): 10-17 (2014) - [c5]Wadha J. Al Marri, Qutaibah M. Malluhi, Mourad Ouzzani, MingJie Tang, Walid G. Aref:
The Similarity-Aware Relational Intersect Database Operator. SISAP 2014: 164-175 - [i2]MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani:
On Order-independent Semantics of the Similarity Group-By Relational Database Operator. CoRR abs/1412.4303 (2014) - [i1]MingJie Tang, Ruby Y. Tahboub, Walid G. Aref, Mikhail J. Atallah, Qutaibah M. Malluhi, Mourad Ouzzani, Yasin N. Silva:
Similarity Group-by Operators for Multi-dimensional Relational Data. CoRR abs/1412.4842 (2014) - 2011
- [j1]MingJie Tang, Yuanchun Zhou, Jinyan Li, Weihang Wang, Peng Cui, YuanSheng Hou, Ze Luo, Jianhui Li, Fuming Lei, Baoping Yan:
Exploring the wild birds' migration data for the disease spread study of H5N1: a clustering and association approach. Knowl. Inf. Syst. 27(2): 227-251 (2011) - [c4]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:
e-Science Practice for Wild Birds' Monitoring and Protection in Qinghai Lake Region. eScience 2011: 355-362 - 2010
- [c3]MingJie Tang, Weihang Wang, Yexi Jiang, Yuanchun Zhou, Jinyan Li, Peng Cui, Ying Liu, Baoping Yan:
Birds Bring Flues? Mining Frequent and High Weighted Cliques from Birds Migration Networks. DASFAA (2) 2010: 359-369
2000 – 2009
- 2009
- [c2]MingJie Tang, Yuanchun Zhou, Peng Cui, Haiting Zhang, Liang Hu, YuanSheng Hou, Baoping Yan:
Exploring the Spatial Distribution of Bird Habitat with Cluster Analysis. ACIS-ICIS 2009: 130-135 - [c1]MingJie Tang, Yuanchun Zhou, Peng Cui, Weihang Wang, Jinyan Li, Haiting Zhang, YuanSheng Hou, Baoping Yan:
Discovery of Migration Habitats and Routes of Wild Bird Species by Clustering and Association Analysis. ADMA 2009: 288-301
Coauthor Index
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