13 citations · 16 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Mechanistic Interpretability with Sparse Autoencoder Neural Operators
Bahareh Tolooshams, Ailsa Shen, Anima Anandkumar
We introduce sparse autoencoder neural operators (SAE-NOs), a new class of sparse autoencoders that operate in function spaces rather than fixed-dimensional Euclidean representatio…
cs.SI2015★ 3 cited
Evolving hypernetwork model based on WeChat user relations
Fu-Hong Wang, Jin-Li Guo, Ai-Zhong Shen +1
Based on the theory of hypernetwork and WeChat online social relations, the paper proposes an evolving hypernetwork model with the competitiveness and the age of nodes. In the mode…
physics.soc-ph2015★ 13 cited
The Evolution of Hyperedge Cardinalities and Bose-Einstein Condensation in Hypernetworks
Jin-Li Guo, Qi Suo, Ai-Zhong Shen +1
To depict the complex relationship among nodes and the evolving process of a complex system, a Bose-Einstein hypernetwork is proposed in this paper. Based on two basic evolutionary…