Ningyuan Cao

Orcid: 0000-0002-5323-1051

According to our database¹, Ningyuan Cao authored at least 28 papers between 2016 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

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In proceedings

Article

PhD thesis

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On csauthors.net:

Bibliography

2024

In-Situ Privacy via Mixed-Signal Perturbation and Hardware-Secure Data Reversibility.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., June, 2024

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits.

[BibT_eX]

[DOI]

CoRR, 2024

Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.

[BibT_eX]

[DOI]

CoRR, 2024

CIPUF: Towards On-chip Learnable Anomaly Detection with Compute-In-PUF Architecture.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Graph-Transformer-based Surrogate Model for Accelerated Converter Circuit Topology Design.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

VAE-HDC: Efficient and Secure Hyper-dimensional Encoder Leveraging Variation Analog Entropy.

[BibT_eX]

[DOI]

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023

Power Converter Circuit Design Automation Using Parallel Monte Carlo Tree Search.

[BibT_eX]

[DOI]

ACM Trans. Design Autom. Electr. Syst., March, 2023

Memory-Based Computing for Energy-Efficient AI: Grand Challenges.

[BibT_eX]

[DOI]

Proceedings of the 31st IFIP/IEEE International Conference on Very Large Scale Integration, 2023

Privacy-by-Sensing with Time-domain Differentially-Private Compressed Sensing.

[BibT_eX]

[DOI]

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

2022

A 65 nm Wireless Image SoC Supporting On-Chip DNN Optimization and Real-Time Computation-Communication Trade-Off via Actor-Critical Neuro-Controller.

[BibT_eX]

[DOI]

IEEE J. Solid State Circuits, 2022

Stochastic Mixed-Signal Circuit Design for In-Sensor Privacy.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

2021

A 65nm Thermometer-Encoded Time/Charge-Based Compute-in-Memory Neural Network Accelerator at 0.735pJ/MAC and 0.41pJ/Update.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2021

A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2020

Circuit and algorithm design to enable edge intelligence.

[BibT_eX]

[DOI]

Ningyuan Cao

PhD thesis, 2020

A 65-nm 8-to-3-b 1.0-0.36-V 9.1-1.1-TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Swarm Robotics.

[BibT_eX]

[DOI]

Ningyuan Cao

Muya Chang

Arijit Raychowdhury

IEEE J. Solid State Circuits, 2020

A 65nm Image Processing SoC Supporting Multiple DNN Models and Real-Time Computation-Communication Trade-Off Via Actor-Critical Neuro-Controller.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium on VLSI Circuits, 2020

Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Context-Aware Intelligence in Resource-Constrained IoT Nodes: Opportunities and Challenges.

[BibT_eX]

[DOI]

IEEE Des. Test, 2019

A 65nm 1.1-to-9.1TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Model-Based and Model-Free Swarm Robotics.

[BibT_eX]

[DOI]

Ningyuan Cao

Muya Chang

Arijit Raychowdhury

Proceedings of the IEEE International Solid- State Circuits Conference, 2019

A 55nm 50nJ/encode 13nJ/decode Homomorphic Encryption Crypto-Engine for IoT Nodes to Enable Secure Computation on Encrypted Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Custom Integrated Circuits Conference, 2019

2018

Smart Sensing for HVAC Control: Collaborative Intelligence in Optical and IR Cameras.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2018

A Light-Powered Smart Camera With Compressed Domain Gesture Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

An Attack Graph Generation Method Based on Parallel Computing.

[BibT_eX]

[DOI]

Ningyuan Cao

Kun Lv

Changzhen Hu

Proceedings of the Science of Cyber Security - First International Conference, 2018

2017

Self-Optimizing IoT Wireless Video Sensor Node With In-Situ Data Analytics and Context-Driven Energy-Aware Real-Time Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2017

Collaborative intelligence in optical/IR camera based wireless sensor nodes for HVAC control.

[BibT_eX]

[DOI]

Ningyuan Cao

Shreyas Sen

Arijit Raychowdhury

Proceedings of the 2017 IEEE SENSORS, Glasgow, United Kingdom, October 29, 2017

2016

A Light-powered, "Always-On", Smart Camera with Compressed Domain Gesture Detection.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Symposium on Low Power Electronics and Design, 2016

Ningyuan Cao

Timeline

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