126 citations · 297 across the 9 of their papers we have counts for
9 papers
LinEasyBO: Scalable Bayesian Optimization Approach for Analog Circuit Synthesis via One-Dimensional Subspaces
Shuhan Zhang, Fan Yang, Changhao Yan +2
A large body of literature has proved that the Bayesian optimization framework is especially efficient and effective in analog circuit synthesis. However, most of the previous rese…
An Efficient Batch Constrained Bayesian Optimization Approach for Analog Circuit Synthesis via Multi-objective Acquisition Ensemble
Shuhan Zhang, Fan Yang, Changhao Yan +2
Bayesian optimization is a promising methodology for analog circuit synthesis. However, the sequential nature of the Bayesian optimization framework significantly limits its abilit…
An Efficient Asynchronous Batch Bayesian Optimization Approach for Analog Circuit Synthesis
Shuhan Zhang, Fan Yang, Dian Zhou +1
In this paper, we propose EasyBO, an Efficient ASYnchronous Batch Bayesian Optimization approach for analog circuit synthesis. In this proposed approach, instead of waiting for the…
Projection based Active Gaussian Process Regression for Pareto Front Modeling
Zhengqi Gao, Jun Tao, Yangfeng Su +2
Pareto Front (PF) modeling is essential in decision making problems across all domains such as economics, medicine or engineering. In Operation Research literature, this task has b…
Bayesian Optimization Approach for Analog Circuit Synthesis Using Neural Network
Shuhan Zhang, Wenlong Lyu, Fan Yang +3
Bayesian optimization with Gaussian process as surrogate model has been successfully applied to analog circuit synthesis. In the traditional Gaussian process regression model, the…
An Efficient Multi-fidelity Bayesian Optimization Approach for Analog Circuit Synthesis
Shuhan Zhang, Wenlong Lyu, Fan Yang +4
This paper presents an efficient multi-fidelity Bayesian optimization approach for analog circuit synthesis. The proposed method can significantly reduce the overall computational…
MAP-Me: Managing Anchor-less Producer Mobility in Information-Centric Networks
Jordan Augé, Giovanna Carofiglio, Giulio Grassi +3
Mobility has become a basic premise of network communications, thereby requiring a native integration into 5G networks. Despite the numerous efforts to propose and to standardize e…
A Memristor Crossbar-Based Computation Scheme with High Precision
Junyi Li, Fulin Peng, Fan Yang +1
The memristor is promising to be the basic cell of next-generation computation systems. Compared to the traditional MOSFET device, the memristor is efficient over energy and area.…
A parallel method for solving Laplace equations with Dirichlet data using local boundary integral equations and random walks
Chanhao Yan, Wei Cai, Xuan Zeng
In this paper, we will present a new approach for solving Laplace equations in general 3-D domains. The approach is based on a local computation method for the DtN mapping of the L…