Yanzhi Wang

发表

Design Automation Methodology and Tools for Superconductive Electronics

Massoud Pedram, Yanzhi Wang, Massoud Pedram, 2018, 2018 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

FEPMA: Fine-grained event-driven power meter for android smartphones based on device driver layer event monitoring

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs

Jing Wang, Zhiyuan Xu, Yanzhi Wang, 2017, 2017 IEEE International Conference on Communications (ICC).

Hierarchical dynamic power management using model-free reinforcement learning

Massoud Pedram, Yanzhi Wang, Xue Lin, 2013, International Symposium on Quality Electronic Design (ISQED).

Designing Fault-Tolerant Photovoltaic Systems

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, IEEE Design & Test.

Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting

Jingtong Hu, Hongjia Li, Yanzhi Wang, 2016, 2016 IEEE 34th International Conference on Computer Design (ICCD).

Softmax Regression Design for Stochastic Computing Based Deep Convolutional Neural Networks

Ji Li, Qinru Qiu, Yanzhi Wang, 2017, ACM Great Lakes Symposium on VLSI.

VRCon: Dynamic reconfiguration of voltage regulators in a multicore platform

Massoud Pedram, Yanzhi Wang, Woojoo Lee, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation

Nicu Sebe, Dan Xu, Yanzhi Wang, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Joint sizing and adaptive independent gate control for FinFET circuits operating in multiple voltage regimes using the logical effort method

Massoud Pedram, Yanzhi Wang, Xue Lin, 2013, 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

A Four Quadrature Signals' Generator with Precise Phase Adjustment

Yanzhi Wang, Ling Sun, Xiushan Wu, 2016, J. Electr. Comput. Eng..

Synchronization of the Fractional Order Finance Systems with Activation Feedback Control

Yanzhi Wang, Chunrui Zhang, Chunrui Zhang, 2011, AICI.

Design of high-speed low-power polar BP decoder using emerging technologies

Yanzhi Wang, Bo Yuan, Ao Ren, 2016, 2016 29th IEEE International System-on-Chip Conference (SOCC).

Event-driven and sensorless photovoltaic system reconfiguration for electric vehicles

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2015, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Designing a residential hybrid electrical energy storage system based on the energy buffering strategy

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2013, 2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

5nm FinFET Standard Cell Library Optimization and Circuit Synthesis in Near-and Super-Threshold Voltage Regimes

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE Computer Society Annual Symposium on VLSI.

State of health aware charge management in hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2012, 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE).

DSCNN: Hardware-oriented optimization for Stochastic Computing based Deep Convolutional Neural Networks

Ji Li, Qinru Qiu, Yanzhi Wang, 2016, 2016 IEEE 34th International Conference on Computer Design (ICCD).

Task Scheduling with Dynamic Voltage and Frequency Scaling for Energy Minimization in the Mobile Cloud Computing Environment

Massoud Pedram, Yanzhi Wang, Qing Xie, 2015, IEEE Transactions on Services Computing.

Optimizing a Reconfigurable Power Distribution Network in a Multicore Platform

Massoud Pedram, Yanzhi Wang, Woojoo Lee, 2015, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Power conversion efficiency characterization and optimization for smartphones

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2012, ISLPED '12.

Security analysis and enhancement of model compressed deep learning systems under adversarial attacks

Tao Liu, Qi Liu, Yanzhi Wang, 2018, 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC).

A sequential game perspective and optimization of the smart grid with distributed data centers

Massoud Pedram, Yanzhi Wang, Xue Lin, 2013, 2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT).

Research and simulation on constant switching frequency of direct torque control(DTC)

Xiaoyun Feng, Yanzhi Wang, Yongheng Liao, 2008, 2008 International Conference on Electrical Machines and Systems.

Towards Budget-Driven Hardware Optimization for Deep Convolutional Neural Networks Using Stochastic Computing

Ji Li, Qinru Qiu, Yanzhi Wang, 2018, 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

Semi-analytical current source modeling of near-threshold operating logic cells considering process variations

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2013, 2013 IEEE 31st International Conference on Computer Design (ICCD).

Power supply and consumption co-optimization of portable embedded systems with hybrid power supply

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE 32nd International Conference on Computer Design (ICCD).

Multi-source in-door energy harvesting for non-volatile processors

Jingtong Hu, Yanzhi Wang, Yongpan Liu, 2016, 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

Hardware Acceleration of Bayesian Neural Networks Using RAM Based Linear Feedback Gaussian Random Number Generators

Massoud Pedram, Yanzhi Wang, Ao Ren, 2017, 2017 IEEE International Conference on Computer Design (ICCD).

Dynamics analysis of fractional order three-dimensional Hopfield neural network

Ran Zhang, Dawei Qi, Yanzhi Wang, 2010, 2010 Sixth International Conference on Natural Computation.

Maximizing return on investment of a grid-connected hybrid electrical energy storage system

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2013, 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC).

TEI-power

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2017, ACM Trans. Design Autom. Electr. Syst..

Accurate Modeling of the Delay and Energy Overhead of Dynamic Voltage and Frequency Scaling in Modern Microprocessors

Naehyuck Chang, Jaehyun Park, Massoud Pedram, 2013, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

A nested game-based optimization framework for electricity retailers in the smart grid with residential users and PEVs

Shahin Nazarian, Yang Li, Massoud Pedram, 2013, 2013 IEEE Online Conference on Green Communications (OnlineGreenComm).

Optimal energy allocation and storage control for distributed estimation with sensor collaboration

Pramod K. Varshney, Yanzhi Wang, Sijia Liu, 2016, 2016 Annual Conference on Information Science and Systems (CISS).

A scalable and flexible hybrid energy storage system design and implementation

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2014 .

Reinforcement Learning-Based Dynamic Power Management of a Battery-Powered System Supplying Multiple Active Modes

Massoud Pedram, Yanzhi Wang, Maryam Triki, 2013, 2013 European Modelling Symposium.

Maximum power transfer tracking for a photovoltaic-supercapacitor energy system

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2010, 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED).

A Joint Framework of Design, Control, and Applications of Energy Generation and Energy Storage Systems

Yanzhi Wang, Yanzhi Wang, 2014 .

Low write-energy STT-MRAMs using FinFET-based access transistors

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE 32nd International Conference on Computer Design (ICCD).

ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Methods of Multipliers

Jiayu Li, Wenyao Xu, Yanzhi Wang, 2018, ASPLOS.

Minimizing state-of-health degradation in hybrid electrical energy storage systems with arbitrary source and load profiles

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Reinforcement learning-based control of residential energy storage systems for electric bill minimization

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2015, 2015 12th Annual IEEE Consumer Communications and Networking Conference (CCNC).

Versatile high-fidelity photovoltaic module emulation system

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2011, IEEE/ACM International Symposium on Low Power Electronics and Design.

A system-level perspective to understand the vulnerability of deep learning systems

Tao Liu, Qi Liu, Yanzhi Wang, 2019, ASP-DAC.

Luminescent solar concentrator-based photovoltaic reconfiguration for hybrid and plug-in electric vehicles

Naehyuck Chang, Hongjia Li, Yanzhi Wang, 2016, 2016 IEEE 34th International Conference on Computer Design (ICCD).

Optimal control of PEVs for energy cost minimization and frequency regulation in the smart grid accounting for battery state-of-health degradation

Shahin Nazarian, Massoud Pedram, Qi Zhu, 2015, 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC).

Trace-Based Analysis and Prediction of Cloud Computing User Behavior Using the Fractal Modeling Technique

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2014, 2014 IEEE International Congress on Big Data.

A cross-layer design framework and comparative analysis of SRAM cells and cache memories using 7nm FinFET devices

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2014, 2014 SOI-3D-Subthreshold Microelectronics Technology Unified Conference (S3S).

Single-Source, Single-Destination Charge Migration in Hybrid Electrical Energy Storage Systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2014, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Algorithm-hardware co-optimization of the memristor-based framework for solving SOCP and homogeneous QCQP problems

Pramod K. Varshney, Yanzhi Wang, Sijia Liu, 2018, 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC).

DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework

Jie Xu, Tao Liu, Gang Quan, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

Multiple-source and multiple-destination charge migration in hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2012, 2012 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Concurrent placement, capacity provisioning, and request flow control for a distributed cloud infrastructure

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Cost-effective design of a hybrid electrical energy storage system for electric vehicles

Naehyuck Chang, Massoud Pedram, Sangyoung Park, 2014, 2014 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

Optimizing the Power Delivery Network in a Smartphone Platform

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2014, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Design optimization of sense amplifiers using deeply-scaled FinFET devices

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2015, Sixteenth International Symposium on Quality Electronic Design.

High-Accuracy FIR Filter Design Using Stochastic Computing

Yanzhi Wang, Bo Yuan, 2016, 2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

An energy-aware fault tolerant scheduling framework for soft error resilient cloud computing systems

Yue Gao, Sandeep K. Gupta, Massoud Pedram, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A Fault-Tolerant Neural Network Architecture

Tao Liu, Gang Quan, Yanzhi Wang, 2019, 2019 56th ACM/IEEE Design Automation Conference (DAC).

A Reinforcement Learning-Based Power Management Framework for Green Computing Data Centers

Massoud Pedram, Yanzhi Wang, Xue Lin, 2016, 2016 IEEE International Conference on Cloud Engineering (IC2E).

An efficient semi-analytical current source model for FinFET devices in near/sub-threshold regime considering multiple input switching and stack effect

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, Fifteenth International Symposium on Quality Electronic Design.

Variation-aware joint optimization of the supply voltage and sleep transistor size for the 7nm FinFET technology

Massoud Pedram, Yanzhi Wang, Qing Xie, 2014, 2014 IEEE 32nd International Conference on Computer Design (ICCD).

A Fast and Effective Memristor-Based Method for Finding Approximate Eigenvalues and Eigenvectors of Non-negative Matrices

Yanzhi Wang, Sucheta Soundarajan, Caiwen Ding, 2018, 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

Hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2010, 2010 ACM/IEEE International Symposium on Low-Power Electronics and Design (ISLPED).

Special session: Emerging stochastic computing and neuromorphic computing: Arithmetic, algorithm, and applications

Yanzhi Wang, 2016 .

Joint automatic control of the powertrain and auxiliary systems to enhance the electromobility in hybrid electric vehicles

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2015, 2015 52nd ACM/EDAC/IEEE Design Automation Conference (DAC).

Charge allocation for hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2011, 2011 Proceedings of the Ninth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

Optimal choice of FinFET devices for energy minimization in deeply-scaled technologies

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2015, Sixteenth International Symposium on Quality Electronic Design.

Stable spike-timing dependent plasticity rule for multilayer unsupervised and supervised learning

Qinru Qiu, Yanzhi Wang, Khadeer Ahmed, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Dynamic reconfiguration of photovoltaic energy harvesting system in hybrid electric vehicles

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2012, ISLPED '12.

Reinforcement learning algorithms for dynamic power management

Massoud Pedram, Yanzhi Wang, Maryam Triki, 2014, 2014 World Symposium on Computer Applications & Research (WSCAR).

Power-aware virtual machine mapping in the data-center-on-a-chip paradigm

Massoud Pedram, Siddharth Garg, Yanzhi Wang, 2016, 2016 IEEE 34th International Conference on Computer Design (ICCD).

System Design for In-Hardware STDP Learning and Spiking Based Probablistic Inference

Qinru Qiu, Yanzhi Wang, Khadeer Ahmed, 2016, 2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM pdf

Yanzhi Wang, Jian Tang, Sijia Liu, 2019, ArXiv.

Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper

Tianshu Wei, Qi Zhu, Hongjia Li, 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Energy and Performance-Aware Task Scheduling in a Mobile Cloud Computing Environment

Massoud Pedram, Yanzhi Wang, Qing Xie, 2014, 2014 IEEE 7th International Conference on Cloud Computing.

Neural network-based prediction algorithms for in-door multi-source energy harvesting system for non-volatile processors

Jingtong Hu, Yanzhi Wang, Ning Liu, 2016, 2016 International Great Lakes Symposium on VLSI (GLSVLSI).

Progressive Weight Pruning of Deep Neural Networks using ADMM pdf

Jiayu Li, Yanzhi Wang, Jian Tang, 2018, ArXiv.

An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing

Jingtong Hu, Yanzhi Wang, Jie Han, 2018, 2018 19th International Symposium on Quality Electronic Design (ISQED).

Area-efficient scaling-free DFT/FFT design using stochastic computing

Zhongfeng Wang, Yanzhi Wang, Bo Yuan, 2016, 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices

Wenyao Xu, Hongjia Li, Yanzhi Wang, 2019, ACM Great Lakes Symposium on VLSI.

Towards acceleration of deep convolutional neural networks using stochastic computing

Ji Li, Qinru Qiu, Yanzhi Wang, 2017, 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC).

An efficient scheduling algorithm for multiple charge migration tasks in hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2013, 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC).

An energy and deadline aware resource provisioning, scheduling and optimization framework for cloud systems

Yue Gao, Sandeep K. Gupta, Massoud Pedram, 2013, 2013 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

A Joint Optimization Framework for Request Scheduling and Energy Storage Management in a Data Center

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2015, 2015 IEEE 8th International Conference on Cloud Computing.

Fast and energy-aware resource provisioning and task scheduling for cloud systems

Ji Li, Shahin Nazarian, Hongjia Li, 2017, 2017 18th International Symposium on Quality Electronic Design (ISQED).

E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs

Wenyao Xu, Qinru Qiu, Chang Liu, 2018, 2019 IEEE International Symposium on High Performance Computer Architecture (HPCA).

Optimal power switch design methodology for ultra dynamic voltage scaling with a limited number of power rails

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, GLSVLSI '14.

Interpreting and Evaluating Neural Network Robustness pdf

Liang Zhao, Chenchen Liu, Yanzhi Wang, 2019, IJCAI.

State-of-health aware optimal control of plug-in electric vehicles

Massoud Pedram, Yanzhi Wang, Siyu Yue, 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

Model-Free Reinforcement Learning and Bayesian Classification in System-Level Power Management

Massoud Pedram, Yanzhi Wang, Massoud Pedram, 2016, IEEE Transactions on Computers.

CirCNN: Accelerating and Compressing Deep Neural Networks Using Block-Circulant Weight Matrices

Chao Wang, Yu Bai, Qinru Qiu, 2017, 2017 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

Principles and Efficient Implementation of Charge Replacement in Hybrid Electrical Energy Storage Systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2014, IEEE Transactions on Power Electronics.

HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks

Ji Li, Qinru Qiu, Yanzhi Wang, 2019, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Energy-efficient, high-performance, highly-compressed deep neural network design using block-circulant matrices

Qinru Qiu, Yanzhi Wang, Zhe Li, 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Hierarchical resource allocation and consolidation framework in a multi-core server cluster using a Markov decision process model

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2017, IET Cyper-Phys. Syst.: Theory & Appl..

A Hierarchical Control Algorithm for Managing Electrical Energy Storage Systems in Homes Equipped with PV Power Generation

Yanzhi Wang, Siyu Yue, M. Pedram, 2012, 2012 IEEE Green Technologies Conference.

Interpreting Adversarial Robustness: A View from Decision Surface in Input Space pdf

Chenchen Liu, Yanzhi Wang, Liang Zhao, 2018, ArXiv.

An energy-efficient stochastic computational deep belief network

Fabrizio Lombardi, Yanzhi Wang, Jie Han, 2018, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Optimal Control of PEVs with a Charging Aggregator Considering Regulation Service Provisioning

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2017, ACM Trans. Cyber Phys. Syst..

Coordination of the smart grid and distributed data centers: A nested game-based optimization framework

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, ISGT 2014.

Memristor-Based Discrete Fourier Transform for Improving Performance and Energy Efficiency

Yanzhi Wang, Bo Yuan, Ao Ren, 2016, 2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM pdf

Jiayu Li, Jiaming Xie, Yun Liang, 2018, ArXiv.

Reinforcement learning based dynamic power management with a hybrid power supply

Massoud Pedram, Yanzhi Wang, Di Zhu, 2012, 2012 IEEE 30th International Conference on Computer Design (ICCD).

Energy optimal sizing of FinFET standard cells operating in multiple voltage regimes using adaptive independent gate control

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, GLSVLSI '14.

A Near-Optimal Model-Based Control Algorithm for Households Equipped With Residential Photovoltaic Power Generation and Energy Storage Systems

Massoud Pedram, Yanzhi Wang, Xue Lin, 2016, IEEE Transactions on Sustainable Energy.

A Nested Two Stage Game-Based Optimization Framework in Mobile Cloud Computing System

Massoud Pedram, Yanzhi Wang, Xue Lin, 2013, 2013 IEEE Seventh International Symposium on Service-Oriented System Engineering.

Profit maximization for utility companies in an oligopolistic energy market with dynamic prices

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2012, 2012 IEEE Online Conference on Green Communications (GreenCom).

Deep reinforcement learning for building HVAC control

Tianshu Wei, Qi Zhu, Yanzhi Wang, 2017, 2017 54th ACM/EDAC/IEEE Design Automation Conference (DAC).

A Profit Optimization Framework of Energy Storage Devices in Data Centers: Hierarchical Structure and Hybrid Types

Massoud Pedram, Yanzhi Wang, Jian Tang, 2016, 2016 IEEE 9th International Conference on Cloud Computing (CLOUD).

Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework pdf

Qinru Qiu, Yanzhi Wang, Xuehai Qian, 2018, AAAI.

Deadline-Aware Joint Optimization of Sleep Transistor and Supply Voltage for FinFET Based Embedded Systems

Ji Li, Shahin Nazarian, Yanzhi Wang, 2017, ACM Great Lakes Symposium on VLSI.

Hierarchical power management of a system with autonomously power-managed components using reinforcement learning

Massoud Pedram, Yanzhi Wang, Maryam Triki, 2015, Integr..

pgRNAFinder: a web-based tool to design distance independent paired-gRNA

Yanzhi Wang, Wenbin Ma, Zhiming Dai, 2017, Bioinform..

Model-free learning-based online management of hybrid electrical energy storage systems in electric vehicles

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

Charge replacement in hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2012, 17th Asia and South Pacific Design Automation Conference.

Hardware-driven nonlinear activation for stochastic computing based deep convolutional neural networks

Ji Li, Qinru Qiu, Yanzhi Wang, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

A game-theoretic price determination algorithm for utility companies serving a community in smart grid

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2013, 2013 IEEE PES Innovative Smart Grid Technologies Conference (ISGT).

Hierarchical Deployment and Control of Energy Storage Devices in Data Centers

Massoud Pedram, Yanzhi Wang, Shuo Wang, 2015, 2015 IEEE 8th International Conference on Cloud Computing.

Negotiation-based task scheduling to minimize user’s electricity bills under dynamic energy prices

Ji Li, Shahin Nazarian, Massoud Pedram, 2014, 2014 IEEE Online Conference on Green Communications (OnlineGreenComm).

Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach

Jing Wang, Xing Zhang, Zhiyuan Xu, 2017, IEEE INFOCOM 2017 - IEEE Conference on Computer Communications.

Optimal offloading control for a mobile device based on a realistic battery model and semi-Markov decision process

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2014, 2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Enhancing efficiency and robustness of a photovoltaic power system under partial shading

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2012, Thirteenth International Symposium on Quality Electronic Design (ISQED).

Dynamic thermal management in mobile devices considering the thermal coupling between battery and application processor

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2013, 2013 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Area-Efficient Scaling-Free DFT/FFT Design Using Stochastic Computing

Zhongfeng Wang, Yanzhi Wang, Bo Yuan, 2016, IEEE Transactions on Circuits and Systems II: Express Briefs.

An ADMM-Based Universal Framework for Adversarial Attacks on Deep Neural Networks

Yanzhi Wang, Pu Zhao, Xue Lin, 2018, ACM Multimedia.

Fault Sneaking Attack: a Stealthy Framework for Misleading Deep Neural Networks

Yanzhi Wang, Pu Zhao, Xue Lin, 2019, 2019 56th ACM/IEEE Design Automation Conference (DAC).

VIBNN: Hardware Acceleration of Bayesian Neural Networks

Massoud Pedram, Yanzhi Wang, Xuehai Qian, 2018, ASPLOS.

SIMES: A simulator for hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2013, International Symposium on Low Power Electronics and Design (ISLPED).

Experience-driven Networking: A Deep Reinforcement Learning based Approach

Chi Harold Liu, Zhiyuan Xu, Yanzhi Wang, 2018, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications.

A cross-layer framework for designing and optimizing deeply-scaled FinFET-based SRAM cells under process variations

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2015, The 20th Asia and South Pacific Design Automation Conference.

Learning Topics Using Semantic Locality

Qinru Qiu, Yanzhi Wang, Zhe Li, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Standard cell library based layout characterization and power analysis for 10nm gate-all-around (GAA) transistors

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2016, 2016 29th IEEE International System-on-Chip Conference (SOCC).

Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples

Tao Liu, Qi Liu, Yanzhi Wang, 2018, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

26ms Inference Time for ResNet-50: Towards Real-Time Execution of all DNNs on Smartphone pdf

Yanzhi Wang, Wei Niu, Xiaolong Ma, 2019, ArXiv.

A framework of concurrent task scheduling and dynamic voltage and frequency scaling in real-time embedded systems with energy harvesting

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2013, International Symposium on Low Power Electronics and Design (ISLPED).

REQ-YOLO: A Resource-Aware, Efficient Quantization Framework for Object Detection on FPGAs

Yun Liang, Yanzhi Wang, Ning Liu, 2019, FPGA.

Battery management for grid-connected PV systems with a battery

Naehyuck Chang, Massoud Pedram, Sangyoung Park, 2012, ISLPED '12.

A deep reinforcement learning framework for optimizing fuel economy of hybrid electric vehicles

Naehyuck Chang, Qi Zhu, Yanzhi Wang, 2018, 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC).

Adversarial Meta-Learning pdf

Zhiyuan Xu, Yanzhi Wang, Jian Tang, 2018, ArXiv.

Efficient Recurrent Neural Networks using Structured Matrices in FPGAs pdf

Yun Liang, Qinru Qiu, Yanzhi Wang, 2018, ICLR.

Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds

Yiyu Shi, Qi Liu, Xiaowei Xu, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Deriving a near-optimal power management policy using model-free reinforcement learning and Bayesian classification

Massoud Pedram, Yanzhi Wang, Qing Xie, 2011, 2011 48th ACM/EDAC/IEEE Design Automation Conference (DAC).

Model-free Control for Distributed Stream Data Processing using Deep Reinforcement Learning pdf

Zhiyuan Xu, Yanzhi Wang, Jian Tang, 2018, Proc. VLDB Endow..

A Memristor-Based Optimization Framework for AI Applications pdf

Pramod K. Varshney, Yanzhi Wang, Sijia Liu, 2017, ArXiv.

Data center power management for regulation service using neural network-based power prediction

Yanzhi Wang, Ning Liu, Xue Lin, 2017, 2017 18th International Symposium on Quality Electronic Design (ISQED).

Low Power and Trusted Machine Learning

Avesta Sasan, Tinoosh Mohsenin, Yanzhi Wang, 2018, ACM Great Lakes Symposium on VLSI.

HSIM-DNN: Hardware Simulator for Computation-, Storage- and Power-Efficient Deep Neural Networks

Naehyuck Chang, Yanzhi Wang, Pu Zhao, 2019, ACM Great Lakes Symposium on VLSI.

Distributed load demand scheduling in smart grid to minimize electricity generation cost

Massoud Pedram, Yanzhi Wang, Di Zhu, 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

An optimization framework for data centers to minimize electric bill under day-ahead dynamic energy prices while providing regulation services

Massoud Pedram, Yanzhi Wang, Majid Ghasemi-Gol, 2014, International Green Computing Conference.

Online fault detection and fault tolerance in electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

Optimal control of a grid-connected hybrid electrical energy storage system for homes

Naehyuck Chang, Massoud Pedram, Sangyoung Park, 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Near-optimal, dynamic module reconfiguration in a photovoltaic system to combat partial shading effects

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2012, DAC Design Automation Conference 2012.

Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations pdf

Tianshu Wei, Qi Zhu, Hongjia Li, 2017, ICCAD 2017.

Area-efficient error-resilient discrete fourier transformation design using stochastic computing

Zhongfeng Wang, Yanzhi Wang, Bo Yuan, 2016, 2016 International Great Lakes Symposium on VLSI (GLSVLSI).

A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers

Yanzhi Wang, Jian Tang, Kaiqi Zhang, 2018, ECCV.

Reconfigurable Photovoltaic Array Systems for Adaptive and Fault-Tolerant Energy Harvesting

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2016 .

Concurrent Task Scheduling and Dynamic Voltage and Frequency Scaling in a Real-Time Embedded System With Energy Harvesting

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2016, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Fast photovoltaic array reconfiguration for partial solar powered vehicles

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

Accurate component model based control algorithm for residential photovoltaic and energy storage systems accounting for prediction inaccuracies

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014 .

Reconfigurable thermoelectric generators for vehicle radiators energy harvesting

Naehyuck Chang, Donghwa Shin, Yanzhi Wang, 2017, 2017 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

Semi-analytical current source modeling of FinFET devices operating in near/sub-threshold regime with independent gate control and considering process variation

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, 2014 19th Asia and South Pacific Design Automation Conference (ASP-DAC).

Optimal design and management of a smart residential PV and energy storage system

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Design and optimization of a reconfigurable power delivery network for large-area, DVS-enabled OLED displays

Shahin Nazarian, Massoud Pedram, Donghwa Shin, 2015, International Symposium on Low Power Electronics and Design.

Properness-based blind mitigation of feedback impairments in digital pre-distortion system

Hua Wang, Yanzhi Wang, Ning Guan, 2016, 2016 8th International Conference on Wireless Communications & Signal Processing (WCSP).

ResNet Can Be Pruned 60×: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning

Yanzhi Wang, Xiaolong Ma, Sheng Lin, 2019, 2019 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH).

An optimal energy co-scheduling framework for smart buildings

Shahin Nazarian, Massoud Pedram, Qi Zhu, 2017, Integr..

A Game Theoretic Framework of SLA-based Resource Allocation for Competitive Cloud Service Providers

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, 2014 Sixth Annual IEEE Green Technologies Conference.

DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework

Jie Xu, Tao Liu, Gang Quan, 2018, Design Automation Conference.

Dynamic thermal management for FinFET-based circuits exploiting the temperature effect inversion phenomenon

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

Resource allocation optimization in a data center with energy storage devices

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2014, IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society.

Maximum power transfer tracking in a solar USB charger for smartphones

Naehyuck Chang, Massoud Pedram, Sangyoung Park, 2013, International Symposium on Low Power Electronics and Design (ISLPED).

ADMM attack: an enhanced adversarial attack for deep neural networks with undetectable distortions

Yanzhi Wang, Kaidi Xu, Pu Zhao, 2019, ASP-DAC.

Leakage power reduction for deeply-scaled FinFET circuits operating in multiple voltage regimes using fine-grained gate-length biasing technique

Ji Li, Shahin Nazarian, Massoud Pedram, 2015, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Learning the Dynamic Treatment Regimes from Medical Registry Data through Deep Q-network

Zhiyuan Xu, Yanzhi Wang, Ning Liu, 2019, Scientific Reports.

Reconfigurable three dimensional photovoltaic panel architecture for solar-powered time extension

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2015, 2015 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED).

Stack sizing analysis and optimization for FinFET logic cells and circuits operating in the sub/near-threshold regime

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, Fifteenth International Symposium on Quality Electronic Design.

A semi-Markovian decision process based control method for offloading tasks from mobile devices to the cloud

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2013, 2013 IEEE Global Communications Conference (GLOBECOM).

Structural design optimization for deep convolutional neural networks using stochastic computing

Ji Li, Qinru Qiu, Yanzhi Wang, 2017, Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017.

Maximizing the performance of NoC-based MPSoCs under total power and power density constraints

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2016, 2016 17th International Symposium on Quality Electronic Design (ISQED).

ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs pdf

Jiayu Li, Yanzhi Wang, Jian Tang, 2018, ArXiv.

Reconfigurable Photovoltaic Systems for Electric Vehicles

Hongjia Li, Yanzhi Wang, Xue Lin, 2018, IEEE Design & Test.

Efficiency-driven design time optimization of a hybrid energy storage system with networked charge transfer interconnect

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2015, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Designing soft-edge flip-flop-based linear pipelines operating in multiple supply voltage regimes

Massoud Pedram, Yanzhi Wang, Qing Xie, 2014, Integr..

Service Level Agreement-Based Joint Application Environment Assignment and Resource Allocation in Cloud Computing Systems

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2013, 2013 IEEE Green Technologies Conference (GreenTech).

Charge migration efficiency optimization in hybrid electrical energy storage (HEES) systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2011, IEEE/ACM International Symposium on Low Power Electronics and Design.

Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM pdf

Yanzhi Wang, Kaisheng Ma, Xiaolong Ma, 2019, ArXiv.

An improved logical effort model and framework applied to optimal sizing of circuits operating in multiple supply voltage regimes

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, Fifteenth International Symposium on Quality Electronic Design.

A Forecasting Method Based on Online Self-Correcting Single Model RBF Neural Network

Yanzhi Wang, Guixiong Liu, 2012 .

FFT-based deep learning deployment in embedded systems

Massoud Pedram, Hongjia Li, Yanzhi Wang, 2017, 2018 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Networked architecture for hybrid electrical energy storage systems

Naehyuck Chang, Massoud Pedram, Sangyoung Park, 2012, DAC Design Automation Conference 2012.

Online fault detection and tolerance for photovoltaic energy harvesting systems

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2012, 2012 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation

Hongjia Li, Yanzhi Wang, Ning Liu, 2018, Nano Commun. Networks.

An electricity trade model for multiple power distribution networks in smart energy systems

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

CSE: Parallel Finite State Machines with Convergence Set Enumeration

Yanzhi Wang, Jidong Zhai, Xuehai Qian, 2018, 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

Negotiation-based task scheduling and storage control algorithm to minimize user's electric bills under dynamic prices

Ji Li, Shahin Nazarian, Massoud Pedram, 2015, The 20th Asia and South Pacific Design Automation Conference.

Algorithm accelerations for luminescent solar concentrator-enhanced reconfigurable onboard photovoltaic system

Ji Li, Naehyuck Chang, Yanzhi Wang, 2017, 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC).

A new paradigm for trading off yield, area and performance to enhance performance per wafer

Yue Gao, Melvin A. Breuer, Yanzhi Wang, 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Designing reconfigurable large-scale deep learning systems using stochastic computing

Qinru Qiu, Yanzhi Wang, Zhe Li, 2016, 2016 IEEE International Conference on Rebooting Computing (ICRC).

Ultra-fast robust compressive sensing based on memristor crossbars

Pramod K. Varshney, Yanzhi Wang, Sijia Liu, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Online estimation of the remaining energy capacity in mobile systems considering system-wide power consumption and battery characteristics

Naehyuck Chang, Massoud Pedram, Donghwa Shin, 2013, 2013 18th Asia and South Pacific Design Automation Conference (ASP-DAC).

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning

Zhiyuan Xu, Yanzhi Wang, Jian Tang, 2019, IEEE Journal on Selected Areas in Communications.

Optimal switch configuration design for reconfigurable photovoltaic modules

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE PES General Meeting | Conference & Exposition.

Adaptive Control for Energy Storage Systems in Households With Photovoltaic Modules

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, IEEE Transactions on Smart Grid.

Variability-aware design of energy-delay optimal linear pipelines operating in the near-threshold regime and above

Massoud Pedram, Yanzhi Wang, Qing Xie, 2013, GLSVLSI '13.

Capital cost-aware design and partial shading-aware architecture optimization of a reconfigurable photovoltaic system

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A low-computation-complexity, energy-efficient, and high-performance linear program solver based on primal-dual interior point method using memristor crossbars

Yanzhi Wang, Sucheta Soundarajan, Ao Ren, 2018, Nano Commun. Networks.

A Cross-Layer Framework for Designing and Optimizing Deeply-Scaled FinFET-Based Cache Memories

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2015 .

An electricity trade model for microgrid communities in smart grid

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2014, ISGT 2014.

Optimizing fuel economy of hybrid electric vehicles using a Markov decision process model

Naehyuck Chang, Massoud Pedram, Yanzhi Wang, 2015, 2015 IEEE Intelligent Vehicles Symposium (IV).

An optimal control policy in a mobile cloud computing system based on stochastic data

Massoud Pedram, Yanzhi Wang, Xue Lin, 2013, 2013 IEEE 2nd International Conference on Cloud Networking (CloudNet).

Dynamic Power Management of a Computer with Self Power-Managed Components

Massoud Pedram, Yanzhi Wang, Maryam Triki, 2012, PATMOS.

Charging state aware optimal auction design for sensor selection in crowdsourcing based sensor networks

Pramod K. Varshney, Nianxia Cao, Yanzhi Wang, 2016, 2016 19th International Conference on Information Fusion (FUSION).

Image Dataset for Visual Objects Classification in 3D Printing pdf

Aditya Singh Rathore, Wenyao Xu, Hongjia Li, 2018, ArXiv.

Analysis of deeply scaled multi-gate devices with design centering across multiple voltage regimes

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2015, 2015 IEEE SOI-3D-Subthreshold Microelectronics Technology Unified Conference (S3S).

Layout Characterization and Power Density Analysis for Shorted-Gate and Independent-Gate 7nm FinFET Standard Cells

Shahin Nazarian, Massoud Pedram, Yanzhi Wang, 2015, ACM Great Lakes Symposium on VLSI.

Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers pdf

Yanzhi Wang, Yipeng Zhang, Makan Fardad, 2018, ICLR.

Structured Weight Matrices-Based Hardware Accelerators in Deep Neural Networks: FPGAs and ASICs

Jiayu Li, Yanzhi Wang, Ning Liu, 2018, ACM Great Lakes Symposium on VLSI.

Architecture and Control Algorithms for Combating Partial Shading in Photovoltaic Systems

Naehyuck Chang, Massoud Pedram, Younghyun Kim, 2014, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Resource allocation and consolidation in a multi-core server cluster using a Markov decision process model

Massoud Pedram, Yanzhi Wang, Shuang Chen, 2013, International Symposium on Quality Electronic Design (ISQED).

VINE: A Variational Inference -Based Bayesian Neural Network Engine

Massoud Pedram, Yanzhi Wang, Massoud Pedram, 2018 .

A Majority Logic Synthesis Framework for Adiabatic Quantum-Flux-Parametron Superconducting Circuits

Yanzhi Wang, Nobuyuki Yoshikawa, Ning Liu, 2019, ACM Great Lakes Symposium on VLSI.

Prediction and control of bursty cloud workloads: A fractal framework

Massoud Pedram, Yanzhi Wang, Yuankun Xue, 2014, 2014 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS).

Analyzing the Dark Silicon Phenomenon in a Many-Core Chip Multi-Processor under Deeply-Scaled Process Technologies

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2015, ACM Great Lakes Symposium on VLSI.

Optimal co-scheduling of HVAC control and battery management for energy-efficient buildings considering state-of-health degradation

Shahin Nazarian, Massoud Pedram, Qi Zhu, 2016, 2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC).

Brain-inspired reverse adversarial examples pdf

Yanzhi Wang, Kaidi Xu, Kaisheng Ma, 2019, ArXiv.

A General Framework to Map Neural Networks onto Neuromorphic Processor

Qinru Qiu, Yanzhi Wang, Ziyi Zhao, 2019, 20th International Symposium on Quality Electronic Design (ISQED).

A Stackelberg Game-Based Optimization Framework of the Smart Grid With Distributed PV Power Generations and Data Centers

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, IEEE Transactions on Energy Conversion.

A low-computation-complexity, energy-efficient, and high-performance linear program solver using memristor crossbars

Qinru Qiu, Yanzhi Wang, Paul Bogdan, 2016, 2016 29th IEEE International System-on-Chip Conference (SOCC).

Negotiation-based resource provisioning and task scheduling algorithm for cloud systems

Ji Li, Shahin Nazarian, Massoud Pedram, 2016, 2016 17th International Symposium on Quality Electronic Design (ISQED).

Reinforced Adversarial Attacks on Deep Neural Networks Using ADMM

Yanzhi Wang, Kaidi Xu, Pu Zhao, 2018, 2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).

Improving contour accuracy of a 2-DOF planar parallel kinematic machine by smart structure based compensation method

Yanzhi Wang, Liping Wang, Tiemin Li, 2017, 2017 IEEE International Conference on Robotics and Automation (ICRA).

Performance prediction for multiple-threshold 7nm-FinFET-based circuits operating in multiple voltage regimes using a cross-layer simulation framework

Massoud Pedram, Yanzhi Wang, Qing Xie, 2014, 2014 SOI-3D-Subthreshold Microelectronics Technology Unified Conference (S3S).

Designing the Optimal Pricing Policy for Aggregators in the Smart Grid

Massoud Pedram, Yanzhi Wang, Xue Lin, 2014, 2014 Sixth Annual IEEE Green Technologies Conference.

A spike-based long short-term memory on a neurosynaptic processor

Qinru Qiu, Yanzhi Wang, Adam T. Moody, 2017, 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting

Yiran Chen, Yuangang Wang, Jingtong Hu, 2017, LCTES.

Balanced reconfiguration of storage banks in a hybrid electrical energy storage system

Naehyuck Chang, Massoud Pedram, Sangyoung Park, 2011, 2011 IEEE/ACM International Conference on Computer-Aided Design (ICCAD).

Multi-source energy harvesting management and optimization for non-volatile processors

Jingtong Hu, Yanzhi Wang, Yongpan Liu, 2015, 2015 Sixth International Green and Sustainable Computing Conference (IGSC).

FinCACTI: Architectural Analysis and Modeling of Caches with Deeply-Scaled FinFET Devices

Alireza Shafaei, Massoud Pedram, Yanzhi Wang, 2014, 2014 IEEE Computer Society Annual Symposium on VLSI.

PrinTracker: Fingerprinting 3D Printers using Commodity Scanners

Zhengxiong Li, Aditya Singh Rathore, Wenyao Xu, 2018, CCS.

Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients pdf

Chenchen Liu, Yanzhi Wang, Zirui Xu, 2018, ArXiv.