Ignavier Ng

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 10 papers. Top paper: “Structure Learning with Continuous Optimization: A Sober Look and Beyond”.

Structure Learning with Continuous Optimization: A Sober Look and Beyond

arXiv (Cornell University)(2023)10.48550/arxiv.2304.02146

N/A

0DataRank · unranked

5 citations

Biwei Huang, Kun Zhang, Ignavier Ng

Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks

arXiv (Cornell University)(2023)10.48550/arxiv.2305.11379

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Yewen Fan, Kun Zhang, Yujia Zheng

Gene Regulatory Network Inference in the Presence of Dropouts: a Causal View

arXiv (Cornell University)(2024)10.48550/arxiv.2403.15500

N/A

0DataRank · unranked

2 citations

Ignavier Ng, Gongxu Luo, Peter Spirtes, Petar Stojanov, Kun Zhang +1 more

Causal Representation Learning from Multiple Distributions: A General Setting

arXiv (Cornell University)(2024)10.48550/arxiv.2402.05052

N/A

0DataRank · unranked

1 citations

Shaoan Xie, Ignavier Ng, Yujia Zheng, Kun Zhang

Federated Causal Discovery from Heterogeneous Data

arXiv (Cornell University)(2024)10.48550/arxiv.2402.13241

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Gongxu Luo, Biwei Huang, Guangyi Chen, Tongliang Liu +3 more

Local Causal Discovery with Linear non-Gaussian Cyclic Models

arXiv (Cornell University)(2024)10.48550/arxiv.2403.14843

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Yujia Zheng, Zhengqing Gao, Kun Zhang, Haoyue Dai

On the Identifiability of Sparse ICA without Assuming Non-Gaussianity

arXiv (Cornell University)(2024)10.48550/arxiv.2408.10353

N/A

0DataRank · unranked

0 citations

Yujia Zheng, Xinshuai Dong, Kun Zhang, Ignavier Ng

A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery

arXiv (Cornell University)(2024)10.48550/arxiv.2410.06407

N/A

0DataRank · unranked

0 citations

Yuxing Huang, Wenqin Liu, Haoran Deng, Ignavier Ng, Kun Zhang +4 more

Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data

arXiv (Cornell University)(2025)10.48550/arxiv.2501.18990

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Boyang Sun, Haoyue Dai, Guang-Yuan Hao, Shunxing Fan +4 more

Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models

arXiv (Cornell University)(2025)10.48550/arxiv.2510.04378

N/A

0DataRank · unranked

0 citations

Ignavier Ng, Haoyue Dai, Jiaqi Sun, Xiangchen Song, Peter Spirtes +2 more