Pingqiang Zhou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 48

Top Topics

Sensor Placement

Indoor Localization

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Xuexin Wang, Yunxiang He, Xiangyu Zhang, Pingqiang Zhou, Xin Lou
An Efficient Hardware Volume Renderer for Convolutional Neural Radiance Fields. ISCAS (2024)
Jinxin Dong, Pingqiang Zhou
Detecting Adversarial Examples Utilizing Pixel Value Diversity. ACM Trans. Design Autom. Electr. Syst. 29 (3) (2024)
Yankun Zhu, Siting Liu, Liyu Yang, Pingqiang Zhou
LDL-SCA: Linearized Deep Learning Side-Channel Attack Targeting Multi-tenant FPGAs✱. ACM Great Lakes Symposium on VLSI (2024)
Hongjian Zhou, Yaguang Li, Xin Xiong, Pingqiang Zhou
A Transferable GNN-based Multi-Corner Performance Variability Modeling for Analog ICs. ASPDAC (2024)
Zhechen Yuan, Binzhe Yuan, Yuhan Gu, Yueyang Zheng, Yunxiang He, Xuexin Wang, Chaolin Rao, Pingqiang Zhou, Jingyi Yu, Xin Lou
A 0.59μJ/pixel High-throughput Energy-efficient Neural Volume Rendering Accelerator on FPGA. CICC (2024)
Huifan Zhang, Youliang Jing, Pingqiang Zhou
Machine Learning-Based Device Modeling and Performance Optimization for FinFETs. IEEE Trans. Circuits Syst. II Express Briefs 70 (4) (2023)
Yuan Li, Pingqiang Zhou
Full-Chip Voltage Prediction via Graph Attention Based Neural Networks. ASICON (2023)
Jindong Zhou, Yuyang Chen, Youliang Jing, Pingqiang Zhou
The study of TSV-induced and strained silicon-enhanced stress in 3D-ICs. Integr. 88 (2023)
Yu Ma, Linfeng Zheng, Pingqiang Zhou
A Mapping Method Tolerating SAF and Variation for Memristor Crossbar Array Based Neural Network Inference on Edge Devices. ACM J. Emerg. Technol. Comput. Syst. 19 (2) (2023)
Yuanchen Qu, Yu Ma, Pingqiang Zhou
A Speed- and Energy-Driven Holistic Training Framework for Sparse CNN Accelerators. DATE (2023)
Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
A Systolic Array with Activation Stationary Dataflow for Deep Fully-Connected Networks. AICAS (2023)
Chaolin Rao, Qing Wu, Pingqiang Zhou, Jingyi Yu, Yuyao Zhang, Xin Lou
An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (4) (2023)
Chip-Hong Chang, Pingqiang Zhou, Yuan Cao, Qiang Liu
Guest Editorial Special Issue on the Asian Hardware Oriented Security and Trust Symposium (AsianHOST 2022). IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Kangjie Long, Chaolin Rao, Yunxiang He, Zhechen Yuan, Pingqiang Zhou, Jingyi Yu, Xin Lou
Analysis and Design of Precision-Scalable Computation Array for Efficient Neural Radiance Field Rendering. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (11) (2023)
Yang Li, Pingqiang Zhou
Fast and Accurate NoC Latency Estimation for Application-Specific Traffics via Machine Learning. IEEE Trans. Circuits Syst. II Express Briefs 70 (9) (2023)
Yankun Zhu, Jindong Zhou, Pingqiang Zhou
Exploring Remote Power Attacks Targeting Parallel Data Encryption On Multi-Tenant FPGAs. ACM Great Lakes Symposium on VLSI (2023)
Chaolin Rao, Haochuan Wan, Yueyang Zheng, Pingqiang Zhou, Xin Lou
An Energy Efficient Precision Scalable Computation Array for Neural Radiance Field Accelerator. APCCAS (2022)
Chengrui Zhang, Yu Ma, Pingqiang Zhou
Thermal-Aware Layout Optimization and Mapping Methods for Resistive Neuromorphic Engines. ASP-DAC (2022)
Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Yu Ma, Anpei Chen, Minye Wu, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
ICARUS: A Lightweight Neural Plenoptic Rendering Architecture. CoRR (2022)
Yueyang Zheng, Chaolin Rao, Haochuan Wan, Yuliang Zhou, Pingqiang Zhou, Jingyi Yu, Xin Lou
An RRAM-based Neural Radiance Field Processor. SOCC (2022)
Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Minye Wu, Yu Ma, Anpei Chen, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
ICARUS: A Specialized Architecture for Neural Radiance Fields Rendering. ACM Trans. Graph. 41 (6) (2022)
Yuanchen Qu, Lu Wang, Qingfu Xu, Pingqiang Zhou
Two-Stage Energy Efficiency Optimization of Switched-Capacitor Converters for IoT Systems. ISCAS (2022)
Yuan Liu, Jinxin Dong, Pingqiang Zhou
Defending against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit-plane Slicing. ACM J. Emerg. Technol. Comput. Syst. 18 (3) (2022)
Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
SME: A Systolic Multiply-accumulate Engine for MLP-based Neural Network. APCCAS (2022)
Chenguang Zhang, Pingqiang Zhou
A Quantized Training Framework for Robust and Accurate ReRAM-based Neural Network Accelerators. ASP-DAC (2021)
Jinxin Dong, Pingqiang Zhou
Detecting Adversarial Examples Utilizing Pixel Value Diversity. AsianHOST (2021)
Yu Ma, Linfeng Zheng, Pingqiang Zhou
Tolerating Stuck-at Fault and Variation in Resistive Edge Inference Engine via Weight Mapping. ACM Great Lakes Symposium on VLSI (2021)
Yu Ma, Pingqiang Zhou
Efficient Techniques for Training the Memristor-based Spiking Neural Networks Targeting Better Speed, Energy and Lifetime. ASP-DAC (2021)
Yu Ma, Chengrui Zhang, Pingqiang Zhou
Efficient Techniques for Extending Service Time for Memristor-based Neural Networks. APCCAS (2021)
Yajun Yang, Zhang Chen, Yuan Liu, Tsung-Yi Ho, Yier Jin, Pingqiang Zhou
How Secure Is Split Manufacturing in Preventing Hardware Trojan? ACM Trans. Design Autom. Electr. Syst. 25 (2) (2020)
Leilei Wang, Lu Wang, Cheng Zhuo, Pingqiang Zhou
Early-Stage Planning of Switched-Capacitor Converters in a Heterogeneous Chip. IEEE Access 8 (2020)
Yani Feng, Kejun Tang, Lianxing He, Pingqiang Zhou, Qifeng Liao
Tensor Train Random Projection. CoRR (2020)
Yuan Liu, Pingqiang Zhou
Defending Against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit Plane Slicing. AsianHOST (2020)
Yaguang Li, Cheng Zhuo, Pingqiang Zhou
A Cross-Layer Framework for Temporal Power and Supply Noise Prediction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (10) (2019)
Yang Liu, Xiaoming Chen, Dileep Kadambi, Ajinkya Bari, Xin Li, Shiyan Hu, Pingqiang Zhou
Dependable Visual Light-Based Indoor Localization with Automatic Anomaly Detection for Location-Based Service of Mobile Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. 3 (1) (2019)
Yu Ma, Dingcheng Jia, Wei Gao, Pingqiang Zhou
Addressing Aging Issues in Heterogeneous Three-Dimensional Integrated Circuits. ASICON (2019)
Yu Ma, Linfeng Zheng, Pingqiang Zhou
CoDRAM: A Novel Near Memory Computing Framework with Computational DRAM. ASICON (2019)
Leilei Wang, Cheng Zhuo, Pingqiang Zhou
Run-time demand estimation and modulation of on-chip decaps at system level for leakage power reduction in multicore chips. Integr. 65 (2019)
Lu Wang, Leilei Wang, Dejia Shang, Cheng Zhuo, Pingqiang Zhou
Optimizing the Energy Efficiency of Power Supply in Heterogeneous Multicore Chips with Integrated Switched-Capacitor Converters. DATE (2019)
Yu Ma, Dingcheng Jia, Huifan Zhang, Ruoyu Wang, Pingqiang Zhou
A Compact Memory Structure based on 2T1R Against Single-Event Upset in RRAM Arrays. ASICON (2019)
Xiangwei Cai, Jieming Yin, Pingqiang Zhou
An orchestrated NoC prioritization mechanism for heterogeneous CPU-GPU systems. Integr. 65 (2019)
Wei Gao, Pingqiang Zhou
Customized High Performance and Energy Efficient Communication Networks for AI Chips. IEEE Access 7 (2019)
Wei Gao, Zhiliang Qian, Pingqiang Zhou
Reliability- and performance-driven mapping for regular 3D NoCs using a novel latency model and Simulated Allocation. Integr. 65 (2019)
Jiuxin Zhang, Pingqiang Zhou
Integrating low-resolution surveillance camera and smartphone inertial sensors for indoor positioning. PLANS (2018)
Xiaochen Liu, Shupeng Sun, Xin Li, Haifeng Qian, Pingqiang Zhou
Machine Learning for Noise Sensor Placement and Full-Chip Voltage Emergency Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (3) (2017)
Yaguang Li, Pingqiang Zhou
An outlier detection method and its application to multicore-chip power estimation. ASICON (2017)
Zhang Chen, Pingqiang Zhou, Tsung-Yi Ho, Yier Jin
How secure is split manufacturing in preventing hardware trojan? AsianHOST (2016)
Xiaochen Liu, Shupeng Sun, Pingqiang Zhou, Xin Li, Haifeng Qian
A statistical methodology for noise sensor placement and full-chip voltage map generation. DAC (2015)
Pingqiang Zhou, Ayan Paul, Chris H. Kim, Sachin S. Sapatnekar
Distributed On-Chip Switched-Capacitor DC-DC Converters Supporting DVFS in Multicore Systems. IEEE Trans. Very Large Scale Integr. Syst. 22 (9) (2014)
Jieming Yin, Pingqiang Zhou, Sachin S. Sapatnekar, Antonia Zhai
Energy-Efficient Time-Division Multiplexed Hybrid-Switched NoC for Heterogeneous Multicore Systems. IPDPS (2014)
Pingqiang Zhou, Vivek Mishra, Sachin S. Sapatnekar
Placement optimization of power supply pads based on locality. DATE (2013)
Pingqiang Zhou, Ping-Hung Yuh, Sachin S. Sapatnekar
Optimized 3D Network-on-Chip Design Using Simulated Allocation. ACM Trans. Design Autom. Electr. Syst. 17 (2) (2012)
Jieming Yin, Pingqiang Zhou, Anup Holey, Sachin S. Sapatnekar, Antonia Zhai
Energy-efficient non-minimal path on-chip interconnection network for heterogeneous systems. ISLPED (2012)
Jianxin Fang, Saket Gupta, Sanjay V. Kumar, Sravan K. Marella, Vivek Mishra, Pingqiang Zhou, Sachin S. Sapatnekar
Circuit reliability: From Physics to Architectures: Embedded tutorial paper. ICCAD (2012)
Pingqiang Zhou, Won Ho Choi, Bongjin Kim, Chris H. Kim, Sachin S. Sapatnekar
Optimization of on-chip switched-capacitor DC-DC converters for high-performance applications. ICCAD (2012)
Pingqiang Zhou, Jieming Yin, Antonia Zhai, Sachin S. Sapatnekar
NoC frequency scaling with flexible-pipeline routers. ISLPED (2011)
Pingqiang Zhou, Dong Jiao, Chris H. Kim, Sachin S. Sapatnekar
Exploration of on-chip switched-capacitor DC-DC converter for multicore processors using a distributed power delivery network. CICC (2011)
Yuchun Ma, Qiang Zhou, Pingqiang Zhou, Xianlong Hong
Thermal Impacts of Leakage Power in 2D/3D floorplanning. J. Circuits Syst. Comput. 19 (7) (2010)
Pingqiang Zhou, Ping-Hung Yuh, Sachin S. Sapatnekar
Application-specific 3D Network-on-Chip design using simulated allocation. ASP-DAC (2010)
Pingqiang Zhou, Karthikk Sridharan, Sachin S. Sapatnekar
Optimizing Decoupling Capacitors in 3D Circuits for Power Grid Integrity. IEEE Des. Test Comput. 26 (5) (2009)
Pingqiang Zhou, Karthikk Sridharan, Sachin S. Sapatnekar
Congestion-aware power grid optimization for 3D circuits using MIM and CMOS decoupling capacitors. ASP-DAC (2009)
Pingqiang Zhou, Yuchun Ma, Zhuoyuan Li, Robert P. Dick, Li Shang, Hai Zhou, Xianlong Hong, Qiang Zhou
3D-STAF: scalable temperature and leakage aware floorplanning for three-dimensional integrated circuits. ICCAD (2007)
Pingqiang Zhou, Yuchun Ma, Qiang Zhou, Xianlong Hong
Thermal Effects with Leakage Power Considered in 2D/3D Floorplanning. CAD/Graphics (2007)