126 citations · 373 across the 10 of their papers we have counts for
10 papers
ADEPT: Automatic Differentiable DEsign of Photonic Tensor Cores
Jiaqi Gu, Hanqing Zhu, Chenghao Feng +5
Photonic tensor cores (PTCs) are essential building blocks for optical artificial intelligence (AI) accelerators based on programmable photonic integrated circuits. PTCs can achiev…
Ultra Light OCR Competition Technical Report
Shuhan Zhang, Yuxin Zou, Tianhe Wang +1
Ultra Light OCR Competition is a Chinese scene text recognition competition jointly organized by CSIG (China Society of Image and Graphics) and Baidu, Inc. In addition to focusing…
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…
BigCarl: Mining frequent subnets from a single large Petri net
Ruqian Lu, Shuhan Zhang
While there have been lots of work studying frequent subgraph mining, very rare publications have discussed frequent subnet mining from more complicated data structures such as Pet…
PSpan:Mining Frequent Subnets of Petri Nets
Ruqian Lu, Shuhan Zhang
This paper proposes for the first time an algorithm PSpan for mining frequent complete subnets from a set of Petri nets. We introduced the concept of complete subnets and the net g…
TinaFace: Strong but Simple Baseline for Face Detection
Yanjia Zhu, Hongxiang Cai, Shuhan Zhang +2
Face detection has received intensive attention in recent years. Many works present lots of special methods for face detection from different perspectives like model architecture,…
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…