Pingqiang Zhou

84 papers A* 2A 10B 1C 2Misc 2Journal 35Unranked 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Energy-Efficient Edge Coprocessor for Neural Rendering With Explicit Data Reuse Strategies. IEEE Trans. Very Large Scale Integr. Syst. Binzhe Yuan, Xiangyu Zhang, Zeyu Zheng, Yuefeng Zhang, Haochuan Wan, Zhechen Yuan, Junsheng Chen, Yunxiang He, Junran Ding, Xiaoming Zhang, Chaolin Rao, Wenyan Su, Pingqiang Zhou, Jingyi Yu, Xin Lou
2026	—	`conf`	CNN-Assisted Low-Power Clock Tree Synthesis for 3D ICs. ASP-DAC Chenbo Xi, Jindong Zhou, Pingqiang Zhou
2026	—	`conf`	Efficient RF Passive Components Modeling with Bayesian Online Learning and Uncertainty Aware Sampling. ASP-DAC Huifan Zhang, Pingqiang Zhou
2026	J	`jnl`	Few-shot learning GNN-EQL model with gm/ID method for analog integrated circuit design. Integr. Xin Xiong, Hongjian Zhou, Pingqiang Zhou
2026	—	`conf`	GNN-Based Timing Yield Prediction From Statistical Static Timing Analysis. ASP-DAC Chenbo Xi, Liang Zhang, Biwei Xie, Pingqiang Zhou
2026	—	`conf`	RL-Guided Thermal-Aware Quantization for Efficient and Robust ReRAM CIM Systems. ASP-DAC Lihua An, Jiayi Li, Pingqiang Zhou
2026	J	`jnl`	RapidPnR: Accelerating the physical design for FPGAs via design-level parallelism. Integr. Wanzheng Weng, Pingqiang Zhou
2025	J	`jnl`	A Neural Rendering Coprocessor With Optimized Ray Representation and Marching. IEEE Trans. Very Large Scale Integr. Syst. Zhechen Yuan, Binzhe Yuan, Chaolin Rao, Yiren Zhu, Yunxiang He, Pingqiang Zhou, Jingyi Yu, Xin Lou
2025	J	`jnl`	A thermal-aware layer-wise quantization framework for ReRAM-Based DNN CIM systems. Integr. Lihua An, Pingqiang Zhou
2025	J	`jnl`	Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields. CoRR Ranxi Lin, Canming Yao, Jiayi Li, Weihang Liu, Xin Lou, Pingqiang Zhou
2025	—	`conf`	Clock-Wirelength-Driven Detailed Placement. ACM Great Lakes Symposium on VLSI Ziang Ge, Yikai Liu, Jindong Zhou, Pingqiang Zhou
2025	Misc	`conf`	Defending Side-Channel Attacks in Convolutional Neural Networks with Channel-Level Parallelization. FCCM Yankun Zhu, Ranxi Lin, Pingqiang Zhou
2025	J	`jnl`	Efficient RF Passive Components Modeling with Bayesian Online Learning and Uncertainty Aware Sampling. CoRR Huifan Zhang, Pingqiang Zhou
2025	—	`conf`	Inductance-aware Clock Network Synthesis Considering Hierarchical Interconnects in 3D ICs. ACM Great Lakes Symposium on VLSI Jindong Zhou, Ziang Ge, Chenbo Xi, Pingqiang Zhou
2025	Misc	`conf`	RapidPnR: Accelerating the Physical Design for FPGAs via Design-Level Parallelism. FCCM Wanzheng Weng, Pingqiang Zhou
2025	A	`conf`	Time-Domain 3D Electromagnetic Fields Estimation Based on Physics-Informed Deep Learning Framework. DATE Huifan Zhang, Yun Hu, Pingqiang Zhou
2024	—	`conf`	A 0.59μJ/pixel High-throughput Energy-efficient Neural Volume Rendering Accelerator on FPGA. CICC Zhechen Yuan, Binzhe Yuan, Yuhan Gu, Yueyang Zheng, Yunxiang He, Xuexin Wang, Chaolin Rao, Pingqiang Zhou, Jingyi Yu, Xin Lou
2024	B	`conf`	A Transferable GNN-based Multi-Corner Performance Variability Modeling for Analog ICs. ASPDAC Hongjian Zhou, Yaguang Li, Xin Xiong, Pingqiang Zhou
2024	C	`conf`	An Efficient Hardware Volume Renderer for Convolutional Neural Radiance Fields. ISCAS Xuexin Wang, Yunxiang He, Xiangyu Zhang, Pingqiang Zhou, Xin Lou
2024	J	`jnl`	Detecting Adversarial Examples Utilizing Pixel Value Diversity. ACM Trans. Design Autom. Electr. Syst. Jinxin Dong, Pingqiang Zhou
2024	—	`conf`	LDL-SCA: Linearized Deep Learning Side-Channel Attack Targeting Multi-tenant FPGAs✱. ACM Great Lakes Symposium on VLSI Yankun Zhu, Siting Liu, Liyu Yang, Pingqiang Zhou
2024	J	`jnl`	Protecting Parallel Data Encryption in Multi-Tenant FPGAs by Exploring Simple but Effective Clocking Methodologies. IEEE Trans. Very Large Scale Integr. Syst. Yankun Zhu, Pingqiang Zhou
2024	—	`conf`	Quantized Optical Neural Network Based on Microring Resonators with On-Chip Modulation. APCCAS Yun Hu, Huifan Zhang, Pingqiang Zhou
2024	J	`jnl`	Ray Reordering for Hardware-Accelerated Neural Volume Rendering. IEEE Trans. Circuits Syst. Video Technol. Junran Ding, Yunxiang He, Binzhe Yuan, Zhechen Yuan, Pingqiang Zhou, Jingyi Yu, Xin Lou
2024	J	`jnl`	Spiking-NeRF: Spiking Neural Network for Energy-Efficient Neural Rendering. ACM J. Emerg. Technol. Comput. Syst. Ziwen Li, Yu Ma, Jindong Zhou, Pingqiang Zhou
2024	A*	`conf`	ZeroTetris: A Spacial Feature Similarity-based Sparse MLP Engine for Neural Volume Rendering. DAC Haochuan Wan, Linjie Ma, Antong Li, Pingqiang Zhou, Jingyi Yu, Xin Lou
2023	J	`jnl`	A Mapping Method Tolerating SAF and Variation for Memristor Crossbar Array Based Neural Network Inference on Edge Devices. ACM J. Emerg. Technol. Comput. Syst. Yu Ma, Linfeng Zheng, Pingqiang Zhou
2023	A	`conf`	A Speed- and Energy-Driven Holistic Training Framework for Sparse CNN Accelerators. DATE Yuanchen Qu, Yu Ma, Pingqiang Zhou
2023	—	`conf`	A Systolic Array with Activation Stationary Dataflow for Deep Fully-Connected Networks. AICAS Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
2023	J	`jnl`	An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation. IEEE Trans. Circuits Syst. I Regul. Pap. Chaolin Rao, Qing Wu, Pingqiang Zhou, Jingyi Yu, Yuyao Zhang, Xin Lou
2023	J	`jnl`	Analysis and Design of Precision-Scalable Computation Array for Efficient Neural Radiance Field Rendering. IEEE Trans. Circuits Syst. I Regul. Pap. Kangjie Long, Chaolin Rao, Yunxiang He, Zhechen Yuan, Pingqiang Zhou, Jingyi Yu, Xin Lou
2023	—	`conf`	Exploring Remote Power Attacks Targeting Parallel Data Encryption On Multi-Tenant FPGAs. ACM Great Lakes Symposium on VLSI Yankun Zhu, Jindong Zhou, Pingqiang Zhou
2023	J	`jnl`	Fast and Accurate NoC Latency Estimation for Application-Specific Traffics via Machine Learning. IEEE Trans. Circuits Syst. II Express Briefs Yang Li, Pingqiang Zhou
2023	—	`conf`	Full-Chip Voltage Prediction via Graph Attention Based Neural Networks. ASICON Yuan Li, Pingqiang Zhou
2023	J	`jnl`	Guest Editorial Special Issue on the Asian Hardware Oriented Security and Trust Symposium (AsianHOST 2022). IEEE Trans. Circuits Syst. I Regul. Pap. Chip-Hong Chang, Pingqiang Zhou, Yuan Cao, Qiang Liu
2023	J	`jnl`	Machine Learning-Based Device Modeling and Performance Optimization for FinFETs. IEEE Trans. Circuits Syst. II Express Briefs Huifan Zhang, Youliang Jing, Pingqiang Zhou
2023	J	`jnl`	The study of TSV-induced and strained silicon-enhanced stress in 3D-ICs. Integr. Jindong Zhou, Yuyang Chen, Youliang Jing, Pingqiang Zhou
2022	—	`conf`	An Energy Efficient Precision Scalable Computation Array for Neural Radiance Field Accelerator. APCCAS Chaolin Rao, Haochuan Wan, Yueyang Zheng, Pingqiang Zhou, Xin Lou
2022	—	`conf`	An RRAM-based Neural Radiance Field Processor. SOCC Yueyang Zheng, Chaolin Rao, Haochuan Wan, Yuliang Zhou, Pingqiang Zhou, Jingyi Yu, Xin Lou
2022	J	`jnl`	Defending against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit-plane Slicing. ACM J. Emerg. Technol. Comput. Syst. Yuan Liu, Jinxin Dong, Pingqiang Zhou
2022	J	`jnl`	ICARUS: A Lightweight Neural Plenoptic Rendering Architecture. CoRR Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Yu Ma, Anpei Chen, Minye Wu, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
2022	J	`jnl`	ICARUS: A Specialized Architecture for Neural Radiance Fields Rendering. ACM Trans. Graph. Chaolin Rao, Huangjie Yu, Haochuan Wan, Jindong Zhou, Yueyang Zheng, Minye Wu, Yu Ma, Anpei Chen, Binzhe Yuan, Pingqiang Zhou, Xin Lou, Jingyi Yu
2022	—	`conf`	SME: A Systolic Multiply-accumulate Engine for MLP-based Neural Network. APCCAS Haochuan Wan, Chaolin Rao, Yueyang Zheng, Pingqiang Zhou, Xin Lou
2022	—	`conf`	Thermal-Aware Layout Optimization and Mapping Methods for Resistive Neuromorphic Engines. ASP-DAC Chengrui Zhang, Yu Ma, Pingqiang Zhou
2022	C	`conf`	Two-Stage Energy Efficiency Optimization of Switched-Capacitor Converters for IoT Systems. ISCAS Yuanchen Qu, Lu Wang, Qingfu Xu, Pingqiang Zhou
2021	—	`conf`	A Quantized Training Framework for Robust and Accurate ReRAM-based Neural Network Accelerators. ASP-DAC Chenguang Zhang, Pingqiang Zhou
2021	—	`conf`	Detecting Adversarial Examples Utilizing Pixel Value Diversity. AsianHOST Jinxin Dong, Pingqiang Zhou
2021	—	`conf`	Efficient Techniques for Extending Service Time for Memristor-based Neural Networks. APCCAS Yu Ma, Chengrui Zhang, Pingqiang Zhou
2021	—	`conf`	Efficient Techniques for Training the Memristor-based Spiking Neural Networks Targeting Better Speed, Energy and Lifetime. ASP-DAC Yu Ma, Pingqiang Zhou
2021	—	`conf`	Tolerating Stuck-at Fault and Variation in Resistive Edge Inference Engine via Weight Mapping. ACM Great Lakes Symposium on VLSI Yu Ma, Linfeng Zheng, Pingqiang Zhou
2020	—	`conf`	Defending Against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit Plane Slicing. AsianHOST Yuan Liu, Pingqiang Zhou
2020	J	`jnl`	Early-Stage Planning of Switched-Capacitor Converters in a Heterogeneous Chip. IEEE Access Leilei Wang, Lu Wang, Cheng Zhuo, Pingqiang Zhou
2020	J	`jnl`	How Secure Is Split Manufacturing in Preventing Hardware Trojan? ACM Trans. Design Autom. Electr. Syst. Yajun Yang, Zhang Chen, Yuan Liu, Tsung-Yi Ho, Yier Jin, Pingqiang Zhou
2020	J	`jnl`	Tensor Train Random Projection. CoRR Yani Feng, Kejun Tang, Lianxing He, Pingqiang Zhou, Qifeng Liao
2019	—	`conf`	A Compact Memory Structure based on 2T1R Against Single-Event Upset in RRAM Arrays. ASICON Yu Ma, Dingcheng Jia, Huifan Zhang, Ruoyu Wang, Pingqiang Zhou
2019	J	`jnl`	A Cross-Layer Framework for Temporal Power and Supply Noise Prediction. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Yaguang Li, Cheng Zhuo, Pingqiang Zhou
2019	—	`conf`	Addressing Aging Issues in Heterogeneous Three-Dimensional Integrated Circuits. ASICON Yu Ma, Dingcheng Jia, Wei Gao, Pingqiang Zhou
2019	J	`jnl`	An orchestrated NoC prioritization mechanism for heterogeneous CPU-GPU systems. Integr. Xiangwei Cai, Jieming Yin, Pingqiang Zhou
2019	—	`conf`	CoDRAM: A Novel Near Memory Computing Framework with Computational DRAM. ASICON Yu Ma, Linfeng Zheng, Pingqiang Zhou
2019	J	`jnl`	Customized High Performance and Energy Efficient Communication Networks for AI Chips. IEEE Access Wei Gao, Pingqiang Zhou
2019	J	`jnl`	Dependable Visual Light-Based Indoor Localization with Automatic Anomaly Detection for Location-Based Service of Mobile Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. Yang Liu, Xiaoming Chen, Dileep Kadambi, Ajinkya Bari, Xin Li, Shiyan Hu, Pingqiang Zhou
2019	A	`conf`	Optimizing the Energy Efficiency of Power Supply in Heterogeneous Multicore Chips with Integrated Switched-Capacitor Converters. DATE Lu Wang, Leilei Wang, Dejia Shang, Cheng Zhuo, Pingqiang Zhou
2019	J	`jnl`	Reliability- and performance-driven mapping for regular 3D NoCs using a novel latency model and Simulated Allocation. Integr. Wei Gao, Zhiliang Qian, Pingqiang Zhou
2019	J	`jnl`	Run-time demand estimation and modulation of on-chip decaps at system level for leakage power reduction in multicore chips. Integr. Leilei Wang, Cheng Zhuo, Pingqiang Zhou
2018	—	`conf`	Integrating low-resolution surveillance camera and smartphone inertial sensors for indoor positioning. PLANS Jiuxin Zhang, Pingqiang Zhou
2017	—	`conf`	An outlier detection method and its application to multicore-chip power estimation. ASICON Yaguang Li, Pingqiang Zhou
2017	J	`jnl`	Machine Learning for Noise Sensor Placement and Full-Chip Voltage Emergency Detection. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Xiaochen Liu, Shupeng Sun, Xin Li, Haifeng Qian, Pingqiang Zhou
2016	—	`conf`	How secure is split manufacturing in preventing hardware trojan? AsianHOST Zhang Chen, Pingqiang Zhou, Tsung-Yi Ho, Yier Jin
2015	A*	`conf`	A statistical methodology for noise sensor placement and full-chip voltage map generation. DAC Xiaochen Liu, Shupeng Sun, Pingqiang Zhou, Xin Li, Haifeng Qian
2014	J	`jnl`	Distributed On-Chip Switched-Capacitor DC-DC Converters Supporting DVFS in Multicore Systems. IEEE Trans. Very Large Scale Integr. Syst. Pingqiang Zhou, Ayan Paul, Chris H. Kim, Sachin S. Sapatnekar
2014	A	`conf`	Energy-Efficient Time-Division Multiplexed Hybrid-Switched NoC for Heterogeneous Multicore Systems. IPDPS Jieming Yin, Pingqiang Zhou, Sachin S. Sapatnekar, Antonia Zhai
2013	A	`conf`	Placement optimization of power supply pads based on locality. DATE Pingqiang Zhou, Vivek Mishra, Sachin S. Sapatnekar
2012	A	`conf`	Circuit reliability: From Physics to Architectures: Embedded tutorial paper. ICCAD Jianxin Fang, Saket Gupta, Sanjay V. Kumar, Sravan K. Marella, Vivek Mishra, Pingqiang Zhou, Sachin S. Sapatnekar
2012	A	`conf`	Energy-efficient non-minimal path on-chip interconnection network for heterogeneous systems. ISLPED Jieming Yin, Pingqiang Zhou, Anup Holey, Sachin S. Sapatnekar, Antonia Zhai
2012	A	`conf`	Optimization of on-chip switched-capacitor DC-DC converters for high-performance applications. ICCAD Pingqiang Zhou, Won Ho Choi, Bongjin Kim, Chris H. Kim, Sachin S. Sapatnekar
2012	J	`jnl`	Optimized 3D Network-on-Chip Design Using Simulated Allocation. ACM Trans. Design Autom. Electr. Syst. Pingqiang Zhou, Ping-Hung Yuh, Sachin S. Sapatnekar
2011	—	`conf`	Exploration of on-chip switched-capacitor DC-DC converter for multicore processors using a distributed power delivery network. CICC Pingqiang Zhou, Dong Jiao, Chris H. Kim, Sachin S. Sapatnekar
2011	A	`conf`	NoC frequency scaling with flexible-pipeline routers. ISLPED Pingqiang Zhou, Jieming Yin, Antonia Zhai, Sachin S. Sapatnekar
2010	—	`conf`	Application-specific 3D Network-on-Chip design using simulated allocation. ASP-DAC Pingqiang Zhou, Ping-Hung Yuh, Sachin S. Sapatnekar
2010	J	`jnl`	Thermal Impacts of Leakage Power in 2D/3D floorplanning. J. Circuits Syst. Comput. Yuchun Ma, Qiang Zhou, Pingqiang Zhou, Xianlong Hong
2009	—	`conf`	Congestion-aware power grid optimization for 3D circuits using MIM and CMOS decoupling capacitors. ASP-DAC Pingqiang Zhou, Karthikk Sridharan, Sachin S. Sapatnekar
2009	J	`jnl`	Optimizing Decoupling Capacitors in 3D Circuits for Power Grid Integrity. IEEE Des. Test Comput. Pingqiang Zhou, Karthikk Sridharan, Sachin S. Sapatnekar
2007	A	`conf`	3D-STAF: scalable temperature and leakage aware floorplanning for three-dimensional integrated circuits. ICCAD Pingqiang Zhou, Yuchun Ma, Zhuoyuan Li, Robert P. Dick, Li Shang, Hai Zhou, Xianlong Hong, Qiang Zhou
2007	—	`conf`	Thermal Effects with Leakage Power Considered in 2D/3D Floorplanning. CAD/Graphics Pingqiang Zhou, Yuchun Ma, Qiang Zhou, Xianlong Hong