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ORCIDRui Ding 0001
Person information
- affiliation: Microsoft Research Asia, Beijing, China
Other persons with the same name
- Rui Ding — disambiguation page
- Rui Ding 0002
![[0000-0001-8606-5646]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-8606-5646")
— China Academy of Space Technology, Institute of Telecommunication Satellite, Beijing, China - Rui Ding 0003 — Northeastern University, Liaoning, China
- Rui Ding 0004 — Shenyang Ligong University, Shenyang, China
- Rui Ding 0005 — Guizhou University of Finance and Economics, Guiyang, China
- Rui Ding 0006 — Institute of Automation, Chinese Academy of Sciences, Beijing, China
- Rui Ding 0007 — South China Normal University, Guangzhou, China
- Rui Ding 0008 — Harbin Engineering University, Harbin, China (and 1 more)
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2020 – today
- 2024
[j5]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: 123890 (2024)- [j4]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): 638-648 (2024) - [c19]Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang:
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. AAAI 2024: 18206-18215 - [c18]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: 2141-2152 - [i6]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 abs/2406.10537 (2024) - 2023
- [j3]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): 156:1-156:27 (2023) - [c17]Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang:
InsightPilot: An LLM-Empowered Automated Data Exploration System. EMNLP (Demos) 2023: 346-352 - [c16]Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang:
ML4C: Seeing Causality Through Latent Vicinity. SDM 2023: 226-234 - [i5]Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang:
Demonstration of InsightPilot: An LLM-Empowered Automated Data Exploration System. CoRR abs/2304.00477 (2023) - [i4]Xinyi He, Mengyu Zhou, Xinrun Xu, Xiaojun Ma, Rui Ding, Lun Du, Yan Gao, Ran Jia, Xu Chen, Shi Han, Zejian Yuan, Dongmei Zhang:
Text2Analysis: A Benchmark of Table Question Answering with Advanced Data Analysis and Unclear Queries. CoRR abs/2312.13671 (2023) - 2022
- [c15]Pingchuan Ma, Rui Ding, Haoyue Dai, Yuanyuan Jiang, Shuai Wang, Shi Han, Dongmei Zhang:
ML4S: Learning Causal Skeleton from Vicinal Graphs. KDD 2022: 1213-1223 - [c14]Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang:
pureGAM: Learning an Inherently Pure Additive Model. KDD 2022: 1728-1738 - [i3]Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang:
XInsight: eXplainable Data Analysis Through The Lens of Causality. CoRR abs/2207.12718 (2022) - 2021
- [c13]Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang:
MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis. SIGMOD Conference 2021: 1262-1274 - [i2]Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang:
ML4C: Seeing Causality Through Latent Vicinity. CoRR abs/2110.00637 (2021) - [i1]Rui Ding, Tianchi Qiao, Yunan Zhu, Zhitao Zou, Shi Han, Dongmei Zhang:
A Unified and Fast Interpretable Model for Predictive Analytics. CoRR abs/2111.08255 (2021) - 2020
- [c12]Rui Ding, Yanzhi Liu, Jingjing Tian, Zhouyu Fu, Shi Han, Dongmei Zhang:
Reliable and Efficient Anytime Skeleton Learning. AAAI 2020: 10101-10109
2010 – 2019
- 2019
- [c11]Rui Ding, Shi Han, Yong Xu, Haidong Zhang, Dongmei Zhang:
QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data. SIGMOD Conference 2019: 317-332 - 2017
- [j2]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): 905-941 (2017) - [c10]Bo Tang, Shi Han, Man Lung Yiu, Rui Ding, Dongmei Zhang:
Extracting Top-K Insights from Multi-dimensional Data. SIGMOD Conference 2017: 1509-1524 - 2015
- [j1]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): 473-484 (2015) - [c9]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 ATC 2015: 139-150 - 2014
- [c8]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: 311-322 - [c7]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: 320-329 - [c6]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: 24-33 - [c5]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: 1583-1592 - 2013
- [c4]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: 475-485 - [c3]Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Tao Xie:
Contextual analysis of program logs for understanding system behaviors. MSR 2013: 397-400 - 2012
- [c2]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: 318-321 - [c1]Qiang Fu, Jian-Guang Lou, Qingwei Lin, Rui Ding, Dongmei Zhang, Zihao Ye, Tao Xie:
Performance Issue Diagnosis for Online Service Systems. SRDS 2012: 273-278
Coauthor Index
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