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Dingling Yao

5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5)

👑 Triple Crown

Conferences

ICLR (3) ICML (1) NIPS (1)

Top co-authors

Francesco Locatello (5) Danru Xu (2) Sara Magliacane (2) Perouz Taslakian (2) Julius von Kügelgen (2) Sébastien Lachapelle (2) Dan Alistarh (1) Adeel Pervez (1) Marco Fumero (1) Georg Martius (1)

Research topics

Keywords

dynamical system (1) treatment effect estimation (1) causal representation learning (1) identifiable model (1) out-of-distribution classification (1) differential equation (1)

Papers

Scalable Mechanistic Neural Networks ICLR 2025 Unifying Causal Representation Learning with the Invariance Principle ICLR 2025 Marrying Causal Representation Learning with Dynamical Systems for Science NIPS 2024 Multi-View Causal Representation Learning with Partial Observability ICLR 2024 A Sparsity Principle for Partially Observable Causal Representation Learning ICML 2024