180 citations · 1.1k across the 47 of their papers we have counts for
47 papers
Planted vertex cover problem on regular random graphs and nonmonotonic temperature-dependence in the supercooled region
Xin-Yi Fan, Hai-Jun Zhou
We introduce a planted vertex cover problem on regular random graphs and study it by the cavity method of statistical mechanics. Different from conventional Ising models, the equil…
Energy--Information Trade-off Induces Continuous and Discontinuous Phase Transitions in Lateral Predictive Coding
Zhen-Ye Huang, Ruyi Zhou, Miao Huang +1
Lateral predictive coding is a recurrent neural network which creates energy-efficient internal representations by exploiting statistical regularity in sensory inputs. Here we inve…
An adaptive shortest-solution guided decimation approach to sparse high-dimensional linear regression
Xue Yu, Yifan Sun, Haijun Zhou
High-dimensional linear regression model is the most popular statistical model for high-dimensional data, but it is quite a challenging task to achieve a sparse set of regression c…
Dynamic Gardner crossover in a simple structural glass
Qinyi Liao, Ludovic Berthier, Hai-Jun Zhou +1
The criticality of the jamming transition responsible for amorphous solidification has been theoretically linked to the marginal stability of a thermodynamic Gardner phase. While t…
Cycle-tree guided attack of random K-core: Spin glass model and efficient message-passing algorithm
Hai-Jun Zhou
The K-core of a graph is the maximal subgraph within which each vertex is connected to at least K other vertices. It is a fundamental network concept for understanding threshold ca…
Minimum Long-Loop Feedback Vertex Set and Network Dismantling
Tianyi Li, Pan Zhang, Hai-Jun Zhou
Network dismantling aims at breaking a network into disconnected components, and attacking vertices that intersect with many loops has proven to be a most efficient strategy. But t…