Ningyuan Cao

39 papers A* 4A 7C 2Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Unified Memory Perspective for Probabilistic Trustworthy AI.
CoRR
Xueji Zhao, Likai Pei, Jianbo Liu, Kai Ni, Ningyuan Cao
2026 J jnl
Towards Generalizable and Efficient Circuit Topology Design: A Graph-Transformer-based Surrogate Model with Curriculum Learning.
ACM Trans. Design Autom. Electr. Syst.
Haoshu Lu, Shaoze Fan, Shun Zhang, Ningyuan Cao, Xin Zhang, Jing Li
2025 — conf
15.3 A 65nm Uncertainty-Quantifiable Ventricular Arrhythmia Detection Engine with 1.75µJ Per Inference.
ISSCC
Jianbo Liu, Zephan M. Enciso, Boyang Cheng, Likai Pei, Steven Davis, Yifan Qin, Zhenge Jia, Xiaobo Sharon Hu, Yiyu Shi, Ningyuan Cao
2025 J jnl
A 65 nm Bayesian Neural Network Accelerator with 360 fJ/Sample In-Word GRNG for AI Uncertainty Estimation.
CoRR
Zephan M. Enciso, Boyang Cheng, Likai Pei, Jianbo Liu, Steven Davis, Michael T. Niemier, Ningyuan Cao
2025 J jnl
A Physically Unclonable Bio-Signal Encoder for Privacy-Preserving IoMT Applications.
IEEE Internet Things J.
Jianbo Liu, Boyang Cheng, Xueji Zhao, Steven Davis, Yusheng Wang, Xiaoguang Dong, Ningyuan Cao
2025 J jnl
An In-Situ Spatial-Temporal Sequence Detector for Neuromorphic Vision Sensor Empowered by High Density Vertical NAND Storage.
CoRR
Zijian Zhao, Varun Darshana Parekh, Po-Kai Hsu, Yixin Qin, Yiming Song, A. N. M. Nafiul Islam, Ningyuan Cao, Siddharth Joshi, Thomas Kämpfe, Moonyoung Jung, Kwangyou Seo, Kwangsoo Kim, Wanki Kim, Daewon Ha, Sourav Dutta, Abhronil Sengupta, Xiao Gong, Shimeng Yu, Vijaykrishnan Narayanan, Kai Ni
2025 A* conf
Towards Uncertainty-aware Robotic Perception via Mixed-signal BNN Engine Leveraging Probabilistic Quantum Tunneling.
DAC
Likai Pei, Yu Zhou, Xingtian Wang, Xueji Zhao, Wanxin Huang, Boyang Cheng, Halid Mulaosmanovic, Stefan Dünkel, Dominik Kleimaier, Sven Beyer, Kai Ni, Mengxue Hou, Michael T. Niemier, Ningyuan Cao
2024 A conf
CIPUF: Towards On-chip Learnable Anomaly Detection with Compute-In-PUF Architecture.
ISLPED
Jianbo Liu, Boyang Cheng, Zephan M. Enciso, Steven Davis, Ningyuan Cao
2024 A* conf
Graph-Transformer-based Surrogate Model for Accelerated Converter Circuit Topology Design.
DAC
Shaoze Fan, Haoshu Lu, Shun Zhang, Ningyuan Cao, Xin Zhang, Jing Li
2024 J jnl
In-Situ Privacy via Mixed-Signal Perturbation and Hardware-Secure Data Reversibility.
IEEE Trans. Circuits Syst. I Regul. Pap.
Steven Davis, Jianbo Liu, Boyang Cheng, Muya Chang, Ningyuan Cao
2024 A* conf
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits.
ICML
Chen-Chia Chang, Yikang Shen, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
2024 J jnl
LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits.
CoRR
Chen-Chia Chang, Yikang Shan, Shaoze Fan, Jing Li, Shun Zhang, Ningyuan Cao, Yiran Chen, Xin Zhang
2024 A conf
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
ICCAD
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Ahmed Abbasi, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 J jnl
Robust Implementation of Retrieval-Augmented Generation on Edge-based Computing-in-Memory Architectures.
CoRR
Ruiyang Qin, Zheyu Yan, Dewen Zeng, Zhenge Jia, Dancheng Liu, Jianbo Liu, Zhi Zheng, Ningyuan Cao, Kai Ni, Jinjun Xiong, Yiyu Shi
2024 A conf
Towards Uncertainty-Quantifiable Biomedical Intelligence: Mixed-signal Compute-in-Entropy for Bayesian Neural Networks.
ICCAD
Likai Pei, Yifan Qin, Zephan M. Enciso, Boyang Cheng, Jianbo Liu, Steven Davis, Zhenge Jia, Michael T. Niemier, Yiyu Shi, Xiaobo Sharon Hu, Ningyuan Cao
2024 A* conf
VAE-HDC: Efficient and Secure Hyper-dimensional Encoder Leveraging Variation Analog Entropy.
DAC
Boyang Cheng, Jianbo Liu, Steven Davis, Zephan M. Enciso, Yiyang Zhang, Ningyuan Cao
2023 C conf
Memory-Based Computing for Energy-Efficient AI: Grand Challenges.
VLSI-SoC
Foroozan Karimzadeh, Mohsen Imani, Bahar Asgari, Ningyuan Cao, Yingyan Lin, Yan Fang
2023 J jnl
Power Converter Circuit Design Automation Using Parallel Monte Carlo Tree Search.
ACM Trans. Design Autom. Electr. Syst.
Shaoze Fan, Shun Zhang, Jianbo Liu, Ningyuan Cao, Xiaoxiao Guo, Jing Li, Xin Zhang
2023 A conf
Privacy-by-Sensing with Time-domain Differentially-Private Compressed Sensing.
DATE
Jianbo Liu, Boyang Cheng, Pengyu Zeng, Steven Davis, Muya Chang, Ningyuan Cao
2022 J jnl
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
Ningyuan Cao, Baibhab Chatterjee, Jianbo Liu, Boyang Cheng, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury
2022 A conf
Stochastic Mixed-Signal Circuit Design for In-Sensor Privacy.
ICCAD
Ningyuan Cao, Jianbo Liu, Boyang Cheng, Muya Chang
2021 J jnl
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
Minxiang Gong, Ningyuan Cao, Muya Chang, Arijit Raychowdhury
2021 J jnl
A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences.
IEEE Trans. Circuits Syst. I Regul. Pap.
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
2021 A conf
From Specification to Topology: Automatic Power Converter Design via Reinforcement Learning.
ICCAD
Shaoze Fan, Ningyuan Cao, Shun Zhang, Jing Li, Xiaoxiao Guo, Xin Zhang
2020 J jnl
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
Ningyuan Cao, Muya Chang, Arijit Raychowdhury
2020 — conf
A 65nm Image Processing SoC Supporting Multiple DNN Models and Real-Time Computation-Communication Trade-Off Via Actor-Critical Neuro-Controller.
VLSI Circuits
Ningyuan Cao, Baibhab Chatterjee, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury
2020 — —
Circuit and algorithm design to enable edge intelligence.
Ningyuan Cao
2020 C conf
Hardware-Aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices.
ISCAS
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
2019 — conf
A 55nm 50nJ/encode 13nJ/decode Homomorphic Encryption Crypto-Engine for IoT Nodes to Enable Secure Computation on Encrypted Data.
CICC
Insik Yoon, Ningyuan Cao, Anvesha Amaravati, Arijit Raychowdhury
2019 — conf
A 65nm 1.1-to-9.1TOPS/W Hybrid-Digital-Mixed-Signal Computing Platform for Accelerating Model-Based and Model-Free Swarm Robotics.
ISSCC
Ningyuan Cao, Muya Chang, Arijit Raychowdhury
2019 J jnl
Context-Aware Intelligence in Resource-Constrained IoT Nodes: Opportunities and Challenges.
IEEE Des. Test
Baibhab Chatterjee, Shreyas Sen, Ningyuan Cao, Arijit Raychowdhury
2019 J jnl
Hardware-aware Pruning of DNNs using LFSR-Generated Pseudo-Random Indices.
CoRR
Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury
2018 J jnl
A Light-Powered Smart Camera With Compressed Domain Gesture Detection.
IEEE Trans. Circuits Syst. Video Technol.
Anvesha Amaravati, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury
2018 — conf
An Attack Graph Generation Method Based on Parallel Computing.
SciSec
Ningyuan Cao, Kun Lv, Changzhen Hu
2018 J jnl
Smart Sensing for HVAC Control: Collaborative Intelligence in Optical and IR Cameras.
IEEE Trans. Ind. Electron.
Ningyuan Cao, Justin Ting, Shreyas Sen, Arijit Raychowdhury
2017 — conf
Collaborative intelligence in optical/IR camera based wireless sensor nodes for HVAC control.
IEEE SENSORS
Ningyuan Cao, Shreyas Sen, Arijit Raychowdhury
2017 J jnl
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.
Ningyuan Cao, Saad Bin Nasir, Shreyas Sen, Arijit Raychowdhury
2016 A conf
A Light-powered, "Always-On", Smart Camera with Compressed Domain Gesture Detection.
ISLPED
Amaravati Anvesha, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury
2016 J jnl
A Light-powered, Always-On, Smart Camera with Compressed Domain Gesture Detection.
CoRR
Amaravati Anvesha, Shaojie Xu, Ningyuan Cao, Justin Romberg, Arijit Raychowdhury