18 citations · 19 across the 5 of their papers we have counts for
4 papers · 1 filter
Hypercontractivity on High Dimensional Expanders: Approximate Efron-Stein Decompositions for -Product Spaces
Tom Gur, Noam Lifshitz, Siqi Liu
We prove hypercontractive inequalities on high dimensional expanders. As in the settings of the p-biased hypercube, the symmetric group, and the Grassmann scheme, our inequalities…
Testing thresholds for high-dimensional sparse random geometric graphs
Siqi Liu, Sidhanth Mohanty, Tselil Schramm +1
In the random geometric graph model , we identify each of our vertices with an independently and uniformly sampled vector from the -dimensional unit sph…
Drug-Target Interaction Prediction with Graph Attention networks
Haiyang Wang, Guangyu Zhou, Siqi Liu +2
Motivation: Predicting Drug-Target Interaction (DTI) is a well-studied topic in bioinformatics due to its relevance in the fields of proteomics and pharmaceutical research. Althoug…
On statistical inference when fixed points of belief propagation are unstable
Siqi Liu, Sidhanth Mohanty, Prasad Raghavendra
Many statistical inference problems correspond to recovering the values of a set of hidden variables from sparse observations on them. For instance, in a planted constraint satisfa…