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Pingchuan Ma 0004
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Publications
- 2024
[c19]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
[i17]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
[j7]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)
[c18]Pingchuan Ma, Rui Ding, Shuai Wang, Shi Han, Dongmei Zhang
:
InsightPilot: An LLM-Empowered Automated Data Exploration System. EMNLP (Demos) 2023: 346-352
[i15]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)- 2022
[c10]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
[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
[c8]Pingchuan Ma, Rui Ding, Shi Han, Dongmei Zhang
:
MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis. SIGMOD Conference 2021: 1262-1274

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