mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs - Zhengmao Ye; Dengchun Li; Zetao Hu; Tingfeng Lan; Jian Sha; Shicong Zhang; Lei Duan; Jie Zuo; Hui Lu; Yuanchun Zhou; Mingjie Tang (Proc. VLDB Endow., 2025)

GPTuner: An LLM-Based Database Tuning System - Jiale Lao; Yibo Wang; Yufei Li; Jianping Wang; Yunjia Zhang; Zhiyuan Cheng; Wanghu Chen; Mingjie Tang; Jianguo Wang (SIGMOD Rec., 2025)

Are Your LLM-based Text-to-SQL Models Secure? Exploring SQL Injection via Backdoor Attacks - Meiyu Lin; Haichuan Zhang; Jiale Lao; Renyuan Li; Yuanchun Zhou; Carl Yang; Yang Cao; Mingjie Tang (CoRR, 2025)

DynMoLE: Boosting Mixture of LoRA Experts Fine-Tuning with a Hybrid Routing Mechanism - Dengchun Li; Naizheng Wang; Zihao Zhang; Haoyang Yin; Lei Duan; Meng Xiao; Mingjie Tang (CoRR, 2025)

Concise Reasoning via Reinforcement Learning - Mehdi Fatemi; Banafsheh Rafiee; Mingjie Tang; Kartik Talamadupula (CoRR, 2025)

CloneShield: A Framework for Universal Perturbation Against Zero-Shot Voice Cloning - Renyuan Li; Zhibo Liang; Haichuan Zhang; Tianyu Shi; Zhiyuan Cheng; Jia Shi; Carl Yang; Mingjie Tang (CoRR, 2025)

QUITE: A Query Rewrite System Beyond Rules with LLM Agents - Yuyang Song; Hanxu Yan; Jiale Lao; Yibo Wang; Yufei Li; Yuanchun Zhou; Jianguo Wang; Mingjie Tang (CoRR, 2025)

Temporal-IRL: Modeling Port Congestion and Berth Scheduling with Inverse Reinforcement Learning - Guo Li; Zixiang Xu; Wei Zhang; Yikuan Hu; Xinyu Yang; Nikolay Aristov; Mingjie Tang; Elenna R. Dugundji (CoRR, 2025)

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., 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., 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 (40th IEEE International Conference on Data Engineering, ICDE 2024, Utrecht, The Netherlands, May 13-16, 2024, 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 (Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024, 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 (Companion of the 2024 International Conference on Management of Data, SIGMOD/PODS 2024, Santiago, Chile, June 9-15, 2024, 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)

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 (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)

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)

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 (39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, 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, ICDIP 2023, Nanjing, China, May 19-22, 2023, 2023)

DLRover: An Elastic Deep Training Extension with Auto Job Resource Recommendation - Qinlong Wang; Bo Sang; Haitao Zhang; Mingjie Tang; Ke Zhang (CoRR, 2023)

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 (CoRR, 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)

A Multi-grained Attention Network for Multi-labeled Distant Supervision Relation Extraction - Mingjie Tang; Bo Yang; Hao Xu (6th IEEE International Conference on Computer and Communication Systems, ICCCS 2021, Chengdu, China, April 23-26, 2021, 2021)

PandaDB: Understanding Unstructured Data in Graph Database - Zihao Zhao; Zhihong Shen; Mingjie Tang (CoRR, 2021)

Scalable Relational Query Processing on Big Matrix Data - Yongyang Yu; Mingjie Tang; Walid G. Aref (CoRR, 2021)

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)

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)

FreeTrack: Device-Free Human Tracking With Deep Neural Networks and Particle Filtering - Rui Zhou; Mingjie Tang; Ziyuan Gong; Meng Hao (IEEE Syst. J., 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)

Device-free crowd counting with WiFi channel state information and deep neural networks - Rui Zhou; Xiang Lu; Yang Fu; Mingjie Tang (Wirel. Networks, 2020)

Selective Self-attention with BIO Embeddings for Distant Supervision Relation Extraction - Mingjie Tang; Bo Yang (Computer Supported Cooperative Work and Social Computing - 15th CCF Conference, ChineseCSCW 2020, Shenzhen, China, November 7-9, 2020, Revised Selected Papers, 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 (15th IEEE Conference on Visual Analytics Science and Technology, IEEE VAST@IEEE VIS 2020, Virtual Event, USA, October 25-30, 2020, 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; et al. (CoRR, 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 (CoRR, 2020)

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 (35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019, 2019)

Efficient Parallel Skyline Query Processing for High-Dimensional Data - Mingjie Tang; Yongyang Yu; Walid G. Aref; Qutaibah M. Malluhi; Mourad Ouzzani (35th IEEE International Conference on Data Engineering, ICDE 2019, Macao, China, April 8-11, 2019, 2019)

LocationSpark: In-memory Distributed Spatial Query Processing and Optimization - Mingjie Tang; Yongyang Yu; Walid G. Aref; Ahmed R. Mahmood; Qutaibah M. Malluhi; Mourad Ouzzani (CoRR, 2019)

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 (CoRR, 2019)

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)

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)

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)

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, CIKM 2018, Torino, Italy, October 22-26, 2018, 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, SIGSPATIAL 2018, Seattle, WA, USA, November 06-09, 2018, 2018)

SHC: Distributed Query Processing for Non-Relational Data Store - Weiqing Yang; MingJie Tang; Yongyang Yu; Yanbo Liang; Bikas Saha (34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 2018)

Device-Free Localization Based on CSI Fingerprints and Deep Neural Networks - Rui Zhou; Meng Hao; Xiang Lu; Mingjie Tang; Yang Fu (15th Annual IEEE International Conference on Sensing, Communication, and Networking, SECON 2018, Hong Kong, China, June 11-13, 2018, 2018)

In-Memory Distributed Matrix Computation Processing and Optimization - Yongyang Yu; MingJie Tang; Walid G. Aref; Qutaibah M. Malluhi; Mostafa M. Abbas; Mourad Ouzzani (33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017, 2017)

Adaptive Processing of Spatial-Keyword Data Over a Distributed Streaming Cluster - Ahmed R. Mahmood; Anas Daghistani; Ahmed M. Aly; Walid G. Aref; MingJie Tang; Saleh M. Basalamah; Sunil Prabhakar (CoRR, 2017)

Efficient processing of similarity queries with applications - Mingjie Tang (Purdue University, USA, 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)

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)

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)

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 - November 3, 2016, 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 (32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016, 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 (32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016, 2016)

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, EDBT 2015, Brussels, Belgium, March 23-27, 2015, 2015)

Approving Updates in Collaborative Databases - Khaleel Mershad; Qutaibah M. Malluhi; Mourad Ouzzani; MingJie Tang; Walid G. Aref (2015 IEEE International Conference on Cloud Engineering, IC2E 2015, Tempe, AZ, USA, March 9-13, 2015, 2015)

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)

The Similarity-Aware Relational Intersect Database Operator - Wadha J. Al Marri; Qutaibah M. Malluhi; Mourad Ouzzani; MingJie Tang; Walid G. Aref (Similarity Search and Applications - 7th International Conference, SISAP 2014, Los Cabos, Mexico, October 29-31, 2014. Proceedings, 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)

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 (CoRR, 2014)

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; et al. (IEEE 7th International Conference on E-Science, e-Science 2011, Stockholm, Sweden, December 5-8, 2011, 2011)

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 (Database Systems for Advanced Applications, 15th International Conference, DASFAA 2010, Tsukuba, Japan, April 1-4, 2010, Proceedings, Part II, 2010)

Exploring the Spatial Distribution of Bird Habitat with Cluster Analysis - MingJie Tang; Yuanchun Zhou; Peng Cui; Haiting Zhang; Liang Hu; YuanSheng Hou; Baoping Yan (8th IEEE/ACIS International Conference on Computer and Information Science, IEEE/ACIS ICIS 2009, June 1-3, 2009, Shanghai, China, 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 (Advanced Data Mining and Applications, 5th International Conference, ADMA 2009, Beijing, China, August 17-19, 2009. Proceedings, 2009)