Ignavier Ng

Identifiers

• name variant Ignavier Ng 0.60 · backfill

Papers (6)

1. Score-Based Causal Discovery of Latent Variable Causal Models cs.LG · 2026 · author #1
2. Causal Representation Learning from General Environments under Nonparametric Mixing cs.LG · 2026 · author #1
3. A General Representation-Based Approach to Multi-Source Domain Adaptation cs.LG · 2026 · author #1
4. SEDGE: Structural Extrapolated Data Generation cs.LG · 2026 · author #4
5. Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models cs.LG · 2025 · author #2
6. Learning General Causal Structures with Hidden Dynamic Process for Climate Analysis cs.LG · 2025 · author #5

Mentions

• 2501.12500 #5 · arxiv_oai · confidence 0.70 Ignavier Ng
• 2605.20396 #1 · arxiv_oai · confidence 0.70 Ignavier Ng

Frequent Coauthors

• Kun Zhang 6 shared papers
• Peter Spirtes 3 shared papers
• Xinshuai Dong 3 shared papers
• Biwei Huang 2 shared papers
• Guangyi Chen 2 shared papers
• Haoyue Dai 2 shared papers
• Jiaqi Sun 2 shared papers
• Shaoan Xie 2 shared papers
• Yujia Zheng 2 shared papers
• Zijian Li 2 shared papers
• Minghao Fu 1 shared papers
• Namrata Deka 1 shared papers
• Xiangchen Song 1 shared papers
• Yan Li 1 shared papers
• Yingyao Hu 1 shared papers
• Yiqing Li 1 shared papers