Profil

WANG Aoran

ORCID
0000-0001-7809-0622
Main Referenced Co-authors
PANG, Jun  (5)
TONG, Tsz Pan  (2)
MIZERA, Andrzej (1)
Main Referenced Keywords
AI4Science (2); Structural Inference (2); Benchmark (1); Dynamical Systems (1); Interaction Graphs (1);
Main Referenced Unit & Research Centers
ULHPC - University of Luxembourg: High Performance Computing (2)
Main Referenced Disciplines
Computer science (6)

Publications (total 6)

The most downloaded
622 downloads
WANG, A. (2024). Structural Inference of Interacting Dynamical Systems [Doctoral thesis, Aoran WANG]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/63177 https://hdl.handle.net/10993/63177

The most cited

12 citations (Scopus®)

WANG, A., & PANG, J. (2022). Iterative structural inference of directed graphs. In Proceedings of the 36th Annual Conference on Neural Information Processing Systems (NeurIPS'22). https://hdl.handle.net/10993/54290

WANG, A. (2024). Structural Inference of Interacting Dynamical Systems [Doctoral thesis, Aoran WANG]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/63177

WANG, A.* , TONG, T. P.* , MIZERA, A., & PANG, J. (26 September 2024). Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data. Advances in Neural Information Processing Systems, 37, 135129-135185.
Peer reviewed
* These authors have contributed equally to this work.

WANG, A., & PANG, J. (2024). Structural Inference with Dynamics Encoding and Partial Correlation Coefficients. In Proceedings of the 12th International Conference on Learning Representations (ICLR'24). OpenReview.net.
Peer reviewed

WANG, A., & PANG, J. (2023). Active Learning based Structural Inference. In Proceedings of the 40th International Conference on Machine Learning (ICML'23) (pp. 36224-36245). PMLR.
Peer reviewed

WANG, A., TONG, T. P., & PANG, J. (2023). Effective and Efficient Structural Inference with Reservoir Computing. In Proceedings of the 40th International Conference on Machine Learning (ICML'23) (pp. 36391-36410). PMLR.
Peer reviewed

WANG, A., & PANG, J. (2022). Iterative structural inference of directed graphs. In Proceedings of the 36th Annual Conference on Neural Information Processing Systems (NeurIPS'22).
Peer reviewed

Contact ORBilu