Ningyuan Cao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Grand Challenges

Computing Platform

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE J. Solid State Circuits

Publications

Steven Davis, Jianbo Liu, Boyang Cheng, Muya Chang, Ningyuan Cao
In-Situ Privacy via Mixed-Signal Perturbation and Hardware-Secure Data Reversibility. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (6) (2024)
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures. CoRR (2024)
Chen-Chia Chang, Yikang Shan, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits. CoRR (2024)
Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang
Memory-Based Computing for Energy-Efficient AI: Grand Challenges. VLSI-SoC (2023)
Shaoze Fan, Shun Zhang, Jianbo Liu, Ningyuan Cao, Xiaoxiao Guo, Jing Li, Xin Zhang
Power Converter Circuit Design Automation Using Parallel Monte Carlo Tree Search. ACM Trans. Design Autom. Electr. Syst. 28 (2) (2023)
Jianbo Liu, Boyang Cheng, Pengyu Zeng, Steven Davis, Muya Chang, Ningyuan Cao
Privacy-by-Sensing with Time-domain Differentially-Private Compressed Sensing. DATE (2023)
Ningyuan Cao, Baibhab Chatterjee, Jianbo Liu, Boyang Cheng, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury
A 65 nm Wireless Image SoC Supporting On-Chip DNN Optimization and Real-Time Computation-Communication Trade-Off via Actor-Critical Neuro-Controller. IEEE J. Solid State Circuits 57 (8) (2022)
Ningyuan Cao, Jianbo Liu, Boyang Cheng, Muya Chang
Stochastic Mixed-Signal Circuit Design for In-Sensor Privacy. ICCAD (2022)
Minxiang Gong, Ningyuan Cao, Muya Chang, Arijit Raychowdhury
A 65nm Thermometer-Encoded Time/Charge-Based Compute-in-Memory Neural Network Accelerator at 0.735pJ/MAC and 0.41pJ/Update. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Shaoze Fan, Ningyuan Cao, Shun Zhang, Jing Li, Xiaoxiao Guo, Xin Zhang
From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning. ICCAD (2021)
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (2) (2021)
Ningyuan Cao, Muya Chang, Arijit Raychowdhury
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. IEEE J. Solid State Circuits 55 (1) (2020)
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. ISCAS (2020)
Ningyuan Cao, Baibhab Chatterjee, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury
A 65nm Image Processing SoC Supporting Multiple DNN Models and Real-Time Computation-Communication Trade-Off Via Actor-Critical Neuro-Controller. VLSI Circuits (2020)
Insik Yoon, Ningyuan Cao, Anvesha Amaravati, Arijit Raychowdhury
A 55nm 50nJ/encode 13nJ/decode Homomorphic Encryption Crypto-Engine for IoT Nodes to Enable Secure Computation on Encrypted Data. CICC (2019)
Ningyuan Cao, Muya Chang, Arijit Raychowdhury
A 65nm 1.1-to-9.1TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Model-Based and Model-Free Swarm Robotics. ISSCC (2019)
Baibhab Chatterjee, Shreyas Sen, Ningyuan Cao, Arijit Raychowdhury
Context-Aware Intelligence in Resource-Constrained IoT Nodes: Opportunities and Challenges. IEEE Des. Test 36 (2) (2019)
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
Hardware-aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices. CoRR (2019)
Anvesha Amaravati, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury
A Light-Powered Smart Camera With Compressed Domain Gesture Detection. IEEE Trans. Circuits Syst. Video Technol. 28 (10) (2018)
Ningyuan Cao, Justin Ting, Shreyas Sen, Arijit Raychowdhury
Smart Sensing for HVAC Control: Collaborative Intelligence in Optical and IR Cameras. IEEE Trans. Ind. Electron. 65 (12) (2018)
Ningyuan Cao, Kun Lv, Changzhen Hu
An Attack Graph Generation Method Based on Parallel Computing. SciSec (2018)
Ningyuan Cao, Shreyas Sen, Arijit Raychowdhury
Collaborative intelligence in optical/IR camera based wireless sensor nodes for HVAC control. IEEE SENSORS (2017)
Ningyuan Cao, Saad Bin Nasir, Shreyas Sen, Arijit Raychowdhury
Self-Optimizing IoT Wireless Video Sensor Node With In-Situ Data Analytics and Context-Driven Energy-Aware Real-Time Adaptation. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2017)
Amaravati Anvesha, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury
A Light-powered, "Always-On", Smart Camera with Compressed Domain Gesture Detection. ISLPED (2016)
Amaravati Anvesha, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury
A Light-powered, Always-On, Smart Camera with Compressed Domain Gesture Detection. CoRR (2016)