Zheng Zhao

According to our database, Zheng Zhao authored at least 22 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

SqueezeLight: A Multi-Operand Ring-Based Optical Neural Network With Cross-Layer Scalability.

Jiaqi Gu, Chenghao Feng, Hanqing Zhu, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2023

2021

Toward Hardware-Efficient Optical Neural Networks: Beyond FFT Architecture via Joint Learnability.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2021

Silicon photonic subspace neural chip for hardware-efficient deep learning.

Chenghao Feng, Jiaqi Gu, Hanqing Zhu, Zhoufeng Ying, Zheng Zhao, David Z. Pan, Ray T. Chen

CoRR, 2021

Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization.

Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jônata Tyska Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

O2NN: Optical Neural Networks with Differential Detection-Enabled Optical Operands.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

SqueezeLight: Towards Scalable Optical Neural Networks with Multi-Operand Ring Resonators.

Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Mingjie Liu, Ray T. Chen, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

Efficient On-Chip Learning for Optical Neural Networks Through Power-Aware Sparse Zeroth-Order Optimization.

Jiaqi Gu, Chenghao Feng, Zheng Zhao, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network.

Keren Zhu, Mingjie Liu, Hao Chen, Zheng Zhao, David Z. Pan

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

ROQ: A Noise-Aware Quantization Scheme Towards Robust Optical Neural Networks with Low-bit Controls.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Hanqing Zhu, Ray T. Chen, David Z. Pan

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

FLOPS: EFficient On-Chip Learning for OPtical Neural Networks Through Stochastic Zeroth-Order Optimization.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Wuxi Li, Ray T. Chen, David Z. Pan

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Towards Area-Efficient Optical Neural Networks: An FFT-based Architecture.

Jiaqi Gu, Zheng Zhao, Chenghao Feng, Mingjie Liu, Ray T. Chen, David Z. Pan

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Design Technology for Scalable and Robust Photonic Integrated Circuits: Invited Paper.

Zheng Zhao, Jiaqi Gu, Zhoufeng Ying, Chenghao Feng, Ray T. Chen, David Z. Pan

Proceedings of the International Conference on Computer-Aided Design, 2019

Exploiting Wavelength Division Multiplexing for Optical Logic Synthesis.

Zheng Zhao, Derong Liu, Zhoufeng Ying, Biying Xu, Chenghao Feng, Ray T. Chen, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Hardware-software co-design of slimmed optical neural networks.

Zheng Zhao, Derong Liu, Meng Li, Zhoufeng Ying, Lu Zhang, Biying Xu, Bei Yu, Ray T. Chen, David Z. Pan

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019

2018

OPERON: optical-electrical power-efficient route synthesis for on-chip signals.

Derong Liu, Zheng Zhao, Zheng Wang, Zhoufeng Ying, Ray T. Chen, David Z. Pan

Proceedings of the 55th Annual Design Automation Conference, 2018

Logic synthesis for energy-efficient photonic integrated circuits.

Zheng Zhao, Zheng Wang, Zhoufeng Ying, Shounak Dhar, Ray T. Chen, David Z. Pan

Proceedings of the 23rd Asia and South Pacific Design Automation Conference, 2018

2017

Revisit sequential logic obfuscation: Attacks and defenses.

Travis Meade, Zheng Zhao, Shaojie Zhang, David Z. Pan, Yier Jin

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

AppSAT: Approximately deobfuscating integrated circuits.

Kaveh Shamsi, Meng Li, Travis Meade, Zheng Zhao, David Z. Pan, Yier Jin

Proceedings of the 2017 IEEE International Symposium on Hardware Oriented Security and Trust, 2017

Circuit Obfuscation and Oracle-guided Attacks: Who can Prevail?

Kaveh Shamsi, Meng Li, Travis Meade, Zheng Zhao, David Z. Pan, Yier Jin

Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Cyclic Obfuscation for Creating SAT-Unresolvable Circuits.

Kaveh Shamsi, Meng Li, Travis Meade, Zheng Zhao, David Z. Pan, Yier Jin

Proceedings of the on Great Lakes Symposium on VLSI 2017, 2017

Optical computing on silicon-on-insulator-based photonic integrated circuits.

Zheng Zhao, Zheng Wang, Zhoufeng Ying, Shounak Dhar, Ray T. Chen, David Z. Pan

Proceedings of the 12th IEEE International Conference on ASIC, 2017

2016

Provably secure camouflaging strategy for IC protection.

Meng Li, Kaveh Shamsi, Travis Meade, Zheng Zhao, Bei Yu, Yier Jin, David Z. Pan

Proceedings of the 35th International Conference on Computer-Aided Design, 2016