Rui Ding

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Incident Management

Causal Discovery

Temporal Ordering

Automatic Discovery

Top Venues

SIGMOD Conference

Publications

Renzhong Li, Weiwei Cui, Tianqi Song, Xiao Xie, Rui Ding, Yun Wang, Haidong Zhang, Hong Zhou, Yingcai Wu
Causality-Based Visual Analysis of Questionnaire Responses. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang
Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior. KDD (2024)
Yuanyuan Jiang, Rui Ding, Tianchi Qiao, Yunan Zhu, Shi Han, Dongmei Zhang
FXAM: A unified and fast interpretable model for predictive analytics. Expert Syst. Appl. 252 (2024)
Pingchuan Ma, Rui Ding, Qiang Fu, Jiaru Zhang, Shuai Wang, Shi Han, Dongmei Zhang
Scalable Differentiable Causal Discovery in the Presence of Latent Confounders with Skeleton Posterior (Extended Version). CoRR (2024)
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
XInsight: eXplainable Data Analysis Through The Lens of Causality. Proc. ACM Manag. Data 1 (2) (2023)
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System. CoRR (2023)
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
ML4C: Seeing Causality Through Latent Vicinity. SDM (2023)
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
InsightPilot: An LLM-Empowered Automated Data Exploration System. EMNLP (Demos) (2023)
Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang
ML4S: Learning Causal Skeleton from Vicinal Graphs. KDD (2022)
Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang
pureGAM: Learning an Inherently Pure Additive Model. KDD (2022)
Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
XInsight: eXplainable Data Analysis Through The Lens of Causality. CoRR (2022)
Rui Ding, Tianchi Qiao, Yunan Zhu, Zhitao Zou, Shi Han, Dongmei Zhang
A Unified and Fast Interpretable Model for Predictive Analytics. CoRR (2021)
Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang
MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis. SIGMOD Conference (2021)
Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang
ML4C: Seeing Causality Through Latent Vicinity. CoRR (2021)
Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang
Reliable and Efficient Anytime Skeleton Learning. AAAI (2020)
Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang
QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data. SIGMOD Conference (2019)
Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie
Experience report on applying software analytics in incident management of online service. Autom. Softw. Eng. 24 (4) (2017)
Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang
Extracting Top-K Insights from Multi-dimensional Data. SIGMOD Conference (2017)
Rui Ding, Qiang Wang, Yingnong Dang, Qiang Fu, Haidong Zhang, Dongmei Zhang
YADING: Fast Clustering of Large-Scale Time Series Data. Proc. VLDB Endow. 8 (5) (2015)
Rui Ding, Hucheng Zhou, Jian-Guang Lou, Hongyu Zhang, Qingwei Lin, Qiang Fu, Dongmei Zhang, Tao Xie
Log2: A Cost-Aware Logging Mechanism for Performance Diagnosis. USENIX Annual Technical Conference (2015)
Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Tao Xie
Mining Historical Issue Repositories to Heal Large-Scale Online Service Systems. DSN (2014)
Meng-Hui Lim, Jian-Guang Lou, Hongyu Zhang, Qiang Fu, Andrew Beng Jin Teoh, Qingwei Lin, Rui Ding, Dongmei Zhang
Identifying Recurrent and Unknown Performance Issues. ICDM (2014)
Qiang Fu, Jieming Zhu, Wenlu Hu, Jian-Guang Lou, Rui Ding, Qingwei Lin, Dongmei Zhang, Tao Xie
Where do developers log? an empirical study on logging practices in industry. ICSE Companion (2014)
Chen Luo, Jian-Guang Lou, Qingwei Lin, Qiang Fu, Rui Ding, Dongmei Zhang, Zhe Wang
Correlating events with time series for incident diagnosis. KDD (2014)
Jian-Guang Lou, Qingwei Lin, Rui Ding, Qiang Fu, Dongmei Zhang, Tao Xie
Software analytics for incident management of online services: An experience report. ASE (2013)
Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie
Contextual analysis of program logs for understanding system behaviors. MSR (2013)
Rui Ding, Qiang Fu, Jian-Guang Lou, Qingwei Lin, Dongmei Zhang, Jiajun Shen, Tao Xie
Healing online service systems via mining historical issue repositories. ASE (2012)
Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie
Performance Issue Diagnosis for Online Service Systems. SRDS (2012)