Yao, Dingling

12 publications

ICLR 2025 Scalable Mechanistic Neural Networks Jiale Chen, Dingling Yao, Adeel Pervez, Dan Alistarh, Francesco Locatello

NeurIPS 2025 The Third Pillar of Causal Analysis? a Measurement Perspective on Causal Representations Dingling Yao, Shimeng Huang, Riccardo Cadei, Kun Zhang, Francesco Locatello

ICLR 2025 Unifying Causal Representation Learning with the Invariance Principle Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello

ICML 2024 A Sparsity Principle for Partially Observable Causal Representation Learning Danru Xu, Dingling Yao, Sebastien Lachapelle, Perouz Taslakian, Julius Von Kügelgen, Francesco Locatello, Sara Magliacane

NeurIPS 2024 Marrying Causal Representation Learning with Dynamical Systems for Science Dingling Yao, Caroline Muller, Francesco Locatello

ICMLW 2024 Marrying Causal Representation Learning with Dynamical Systems for Science Dingling Yao, Caroline Muller, Francesco Locatello

ICLR 2024 Multi-View Causal Representation Learning with Partial Observability Dingling Yao, Danru Xu, Sebastien Lachapelle, Sara Magliacane, Perouz Taslakian, Georg Martius, Julius von Kügelgen, Francesco Locatello

NeurIPSW 2024 Unifying Causal Representation Learning with the Invariance Principle Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello

NeurIPSW 2024 Unifying Causal Representation Learning with the Invariance Principle Dingling Yao, Dario Rancati, Riccardo Cadei, Marco Fumero, Francesco Locatello

NeurIPSW 2023 A Sparsity Principle for Partially Observable Causal Representation Learning Danru Xu, Dingling Yao, Sebastien Lachapelle, Perouz Taslakian, Julius von Kügelgen, Francesco Locatello, Sara Magliacane

NeurIPSW 2023 Multi-View Causal Representation Learning with Partial Observability Dingling Yao, Danru Xu, Sebastien Lachapelle, Sara Magliacane, Perouz Taslakian, Georg Martius, Julius von Kügelgen, Francesco Locatello

ECML-PKDD 2021 Active Learning in Gaussian Process State Space Model Hon Sum Alec Yu, Dingling Yao, Christoph Zimmer, Marc Toussaint, Duy Nguyen-Tuong