Mingjie Tang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Particle Filtering

Defect Detection

Relation Extraction

Top Venues

Proc. VLDB Endow.

Publications

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) (2024)
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 (2024)
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)
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)
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 (2024)
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 (2024)
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)
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 (2023)
Qinlong Wang, Bo Sang, Haitao Zhang, Mingjie Tang, Ke Zhang
DLRover: An Elastic Deep Training Extension with Auto Job Resource Recommendation. CoRR (2023)
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 (2023)
Zhenxi Chen, Haixin Luo, Mingjie Tang, Mingming Wan, Yong Tian, Jindong Tian
Defect detection algorithm based on Hd-PHC feature screening. ICDIP (2023)
Zihao Zhao, Zhihong Shen, Mingjie Tang
PandaDB: Understanding Unstructured Data in Graph Database. CoRR (2021)
Mingjie Tang, Bo Yang, Hao Xu
A Multi-grained Attention Network for Multi-labeled Distant Supervision Relation Extraction. ICCCS (2021)
Yongyang Yu, Mingjie Tang, Walid G. Aref
Scalable Relational Query Processing on Big Matrix Data. CoRR (2021)
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) (2020)
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) (2020)
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)
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 (2020)
Mingjie Tang, Bo Yang
Selective Self-attention with BIO Embeddings for Distant Supervision Relation Extraction. ChineseCSCW (2020)
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) (2020)
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 (2020)
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) (2020)
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 (2020)
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) (2019)
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 (2019)
Mingjie Tang, Yongyang Yu, Walid G. Aref, Qutaibah M. Malluhi, Mourad Ouzzani
Efficient Parallel Skyline Query Processing for High-Dimensional Data. ICDE (2019)
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 (2019)
Rui Zhou, Meng Hao, Xiang Lu, Mingjie Tang, Yang Fu
Device-Free Localization Based on CSI Fingerprints and Deep Neural Networks. SECON (2018)