Rui Ding

According to our database, Rui Ding authored at least 27 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Causality-Based Visual Analysis of Questionnaire Responses.

Renzhong Li, Weiwei Cui, Tianqi Song, Xiao Xie, Rui Ding, Yun Wang, Haidong Zhang, Hong Zhou, Yingcai Wu

IEEE Trans. Vis. Comput. Graph., January, 2024

FXAM: A unified and fast interpretable model for predictive analytics.

Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang

Expert Syst. Appl., 2024

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version).

Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang

CoRR, 2024

Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior.

Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries.

Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

XInsight: eXplainable Data Analysis Through The Lens of Causality.

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

Proc. ACM Manag. Data, 2023

Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System.

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

CoRR, 2023

ML4C: Seeing Causality Through Latent Vicinity.

Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

InsightPilot: An LLM-Empowered Automated Data Exploration System.

Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

pureGAM: Learning an Inherently Pure Additive Model.

Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

ML4S: Learning Causal Skeleton from Vicinal Graphs.

Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

A Unified and Fast Interpretable Model for Predictive Analytics.

Rui Ding, Tianchi Qiao, Yunan Zhu, Zhitao Zou, Shi Han, Dongmei Zhang

CoRR, 2021

MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis.

Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Reliable and Efficient Anytime Skeleton Learning.

Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data.

Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang

Proceedings of the 2019 International Conference on Management of Data, 2019

2017

Experience report on applying software analytics in incident management of online service.

Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie

Autom. Softw. Eng., 2017

Extracting Top-K Insights from Multi-dimensional Data.

Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

2015

YADING: Fast Clustering of Large-Scale Time Series Data.

Rui Ding, Qiang Wang, Yingnong Dang, Qiang Fu, Haidong Zhang, Dongmei Zhang

Proc. VLDB Endow., 2015

Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis.

Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie

Proceedings of the 2015 USENIX Annual Technical Conference, 2015

2014

Correlating events with time series for incident diagnosis.

Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Where do developers log? an empirical study on logging practices in industry.

Qiang Fu, Jieming Zhu, Wenlu Hu, Jian-Guang Lou, Rui Ding, Qingwei Lin, Dongmei Zhang, Tao Xie

Proceedings of the 36th International Conference on Software Engineering, 2014

Identifying Recurrent and Unknown Performance Issues.

Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems.

Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Tao Xie

Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2014

2013

Contextual analysis of program logs for understanding system behaviors.

Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie

Proceedings of the 10th Working Conference on Mining Software Repositories, 2013

Software analytics for incident management of online services: An experience report.

Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie

Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

2012

Performance Issue Diagnosis for Online Service Systems.

Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie

Proceedings of the IEEE 31st Symposium on Reliable Distributed Systems, 2012

Healing online service systems via mining historical issue repositories.

Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Jiajun Shen, Tao Xie

Proceedings of the IEEE/ACM International Conference on Automated Software Engineering, 2012