Shahin Nazarian

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 83

Top Venues

CoRR

ISQED

ACM Great Lakes Symposium on VLSI

DATE

Publications

Shukai Duan, Heng Ping, Nikos Kanakaris, Xiongye Xiao, Peiyu Zhang, Panagiotis Kyriakis, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Shahin Nazarian, Theodore L. Willke, Paul Bogdan
A structure-aware framework for learning device placements on computation graphs. CoRR (2024)
Anzhe Cheng, Heng Ping, Zhenkun Wang, Xiongye Xiao, Chenzhong Yin, Shahin Nazarian, Mingxi Cheng, Paul Bogdan
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks. ICASSP (2024)
Junyao Zhang, Paul Bogdan, Shahin Nazarian
A Majority Logic Synthesis Framework For Single Flux Quantum Circuits. CoRR (2023)
Anzhe Cheng, Zhenkun Wang, Chenzhong Yin, Mingxi Cheng, Heng Ping, Xiongye Xiao, Shahin Nazarian, Paul Bogdan
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks. CoRR (2023)
Shukai Duan, Nikos Kanakaris, Xiongye Xiao, Heng Ping, Chenyu Zhou, Nesreen K. Ahmed, Guixiang Ma, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
Leveraging Reinforcement Learning and Large Language Models for Code Optimization. CoRR (2023)
Junyao Zhang, Paul Bogdan, Shahin Nazarian
C-SAR: SAT Attack Resistant Logic Locking for RSFQ Circuits. CoRR (2023)
Chenzhong Yin, Mingxi Cheng, Xiongye Xiao, Xinghe Chen, Shahin Nazarian, Andrei Irimia, Paul Bogdan
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives. CoRR (2023)
Mingxi Cheng, Tingyang Sun, Shahin Nazarian, Paul Bogdan
Trustworthiness Evaluation and Trust-Aware Design of CNN Architectures. CoLLAs (2022)
Yao Xiao, Guixiang Ma, Nesreen K. Ahmed, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan
End-to-end Mapping in Heterogeneous Systems Using Graph Representation Learning. CoRR (2022)
Jingyu He, Yao Xiao, Corina Bogdan, Shahin Nazarian, Paul Bogdan
A Design Methodology for Energy-Aware Processing in Unmanned Aerial Vehicles. ACM Trans. Design Autom. Electr. Syst. 27 (1) (2022)
Guixiang Ma, Yao Xiao, Mihai Capota, Theodore L. Willke, Shahin Nazarian, Paul Bogdan, Nesreen K. Ahmed
Learning Code Representations Using Multifractal-based Graph Networks. IEEE BigData (2021)
Mingxi Cheng, Shahin Nazarian, Paul Bogdan
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text. CoRR (2021)
Yao Xiao, Shahin Nazarian, Paul Bogdan
Plasticity-on-Chip Design: Exploiting Self-Similarity for Data Communications. IEEE Trans. Computers 70 (6) (2021)
Mustafa Munir, Aswin Gopikanna, Arash Fayyazi, Massoud Pedram, Shahin Nazarian
qMC: A Formal Model Checking Verification Framework For Superconducting Logic. ACM Great Lakes Symposium on VLSI (2021)
Mingxi Cheng, Junyao Zhang, Shahin Nazarian, Jyotirmoy Deshmukh, Paul Bogdan
Trust-aware Control for Intelligent Transportation Systems. CoRR (2021)
Shahin Nazarian
Practice Problems for Hardware Engineers. CoRR (2021)
Mingxi Cheng, Chenzhong Yin, Junyao Zhang, Shahin Nazarian, Jyotirmoy Deshmukh, Paul Bogdan
A General Trust Framework for Multi-Agent Systems. AAMAS (2021)
Guixiang Ma, Yao Xiao, Theodore L. Willke, Nesreen K. Ahmed, Shahin Nazarian, Paul Bogdan
A Distributed Graph-Theoretic Framework for Automatic Parallelization in Multi-core Systems. MLSys (2021)
Mingxi Cheng, Junyao Zhang, Shahin Nazarian, Jyotirmoy Deshmukh, Paul Bogdan
Trust-aware Control for Intelligent Transportation Systems. IV (2021)
Arash Fayyazi, Shahin Nazarian, Massoud Pedram
Logic Verification of Ultra-Deep Pipelined Beyond-CMOS Technologies. CoRR (2020)
Mohammad Saeed Abrishami, Amir Erfan Eshratifar, David Eigen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Efficient Training of Deep Convolutional Neural Networks by Augmentation in Embedding Space. ISQED (2020)
Mohammad Saeed Abrishami, Massoud Pedram, Shahin Nazarian
CSM-NN: Current Source Model Based Logic Circuit Simulation - A Neural Network Approach. CoRR (2020)
Guixiang Ma, Yao Xiao, Theodore L. Willke, Nesreen K. Ahmed, Shahin Nazarian, Paul Bogdan
A Vertex Cut based Framework for Load Balancing and Parallelism Optimization in Multi-core Systems. CoRR (2020)
Xiqian Wang, Jiajin Xi, Yinghao Wang, Paul Bogdan, Shahin Nazarian
Efficient Task Mapping for Manycore Systems. CoRR (2020)
Mingxi Cheng, Ji Li, Paul Bogdan, Shahin Nazarian
H₂O-Cloud: A Resource and Quality of Service-Aware Task Scheduling Framework for Warehouse-Scale Data Centers. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Ghasem Pasandi, Mackenzie Peterson, Moisés Herrera, Shahin Nazarian, Massoud Pedram
Deep-PowerX: a deep learning-based framework for low-power approximate logic synthesis. ISLPED (2020)
Ghasem Pasandi, Mackenzie Peterson, Moisés Herrera, Shahin Nazarian, Massoud Pedram
Deep-PowerX: A Deep Learning-Based Framework for Low-Power Approximate Logic Synthesis. CoRR (2020)
Mohammad Saeed Abrishami, Hao Ge, Justin F. Calderon, Massoud Pedram, Shahin Nazarian
NN-PARS: A Parallelized Neural Network Based Circuit Simulation Framework. CoRR (2020)
Mohammad Saeed Abrishami, Amir Erfan Eshratifar, David Eigen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Efficient Training of Deep Convolutional Neural Networks by Augmentation in Embedding Space. CoRR (2020)
Yinghua Hu, Kaixin Yang, Shahin Nazarian, Pierluigi Nuzzo
SANSCrypt: A Sporadic-Authentication-Based Sequential Logic Encryption Scheme. VLSI-SOC (2020)
Mohammad Saeed Abrishami, Hao Ge, Justin F. Calderon, Massoud Pedram, Shahin Nazarian
NN-PARS: A Parallelized Neural Network Based Circuit Simulation Framework. ISQED (2020)
Yinghua Hu, Kaixin Yang, Shahin Nazarian, Pierluigi Nuzzo
SANSCrypt: A Sporadic-Authentication-Based Sequential Logic Encryption Scheme. CoRR (2020)
Shahin Nazarian, Paul Bogdan
S4oC: A Self-Optimizing, Self-Adapting Secure System-on-Chip Design Framework to Tackle Unknown Threats - A Network Theoretic, Learning Approach. ISCAS (2020)
Shahin Nazarian, Paul Bogdan
S4oC: A Self-optimizing, Self-adapting Secure System-on-Chip Design Framework to Tackle Unknown Threats - A Network Theoretic, Learning Approach. CoRR (2020)
Mingxi Cheng, Shahin Nazarian, Paul Bogdan
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text. WWW (2020)
Xiqian Wang, Jiajin Xi, Yinghao Wang, Paul Bogdan, Shahin Nazarian
An Efficient Task Mapping for Manycore Systems. ISCAS (2020)
Mingxi Cheng, Shahin Nazarian, Paul Bogdan
There Is Hope After All: Quantifying Opinion and Trustworthiness in Neural Networks. Frontiers Artif. Intell. 3 (2020)
Yinghua Hu, Kaixin Yang, Shahin Nazarian, Pierluigi Nuzzo
SANSCrypt: Sporadic-Authentication-Based Sequential Logic Encryption. VLSI-SoC (Selected Papers) (2020)
Arash Fayyazi, Soheil Shababi, Pierluigi Nuzzo, Shahin Nazarian, Massoud Pedram
Deep Learning-Based Circuit Recognition Using Sparse Mapping and Level-Dependent Decaying Sum Circuit Representations. DATE (2019)
Ghasem Pasandi, Shahin Nazarian, Massoud Pedram
Approximate Logic Synthesis: A Reinforcement Learning-Based Technology Mapping Approach. ISQED (2019)
Paul Bogdan, Fan Chen, Aryan Deshwal, Janardhan Rao Doppa, Biresh Kumar Joardar, Hai (Helen) Li, Shahin Nazarian, Linghao Song, Yao Xiao
Taming extreme heterogeneity via machine learning based design of autonomous manycore systems. CODES+ISSS (2019)
Arash Fayyazi, Souvik Kundu, Shahin Nazarian, Peter A. Beerel, Massoud Pedram
CSrram: Area-Efficient Low-Power Ex-Situ Training Framework for Memristive Neuromorphic Circuits Based on Clustered Sparsity. ISVLSI (2019)
Ghasem Pasandi, Shahin Nazarian, Massoud Pedram
Approximate Logic Synthesis: A Reinforcement Learning-Based Technology Mapping Approach. CoRR (2019)
Ghasem Pasandi, Raghav Mehta, Massoud Pedram, Shahin Nazarian
Hybrid Cell Assignment and Sizing for Power, Area, Delay-Product Optimization of SRAM Arrays. IEEE Trans. Circuits Syst. II Express Briefs (12) (2019)
Alvin D. Wong, Kevin Su, Hang Sun, Arash Fayyazi, Massoud Pedram, Shahin Nazarian
VeriSFQ: A Semi-formal Verification Framework and Benchmark for Single Flux Quantum Technology. ISQED (2019)
Shahin Nazarian, Arash Fayyazi, Massoud Pedram
qCG: A Low-Power Multi-Domain SFQ Logic Design and Verification Framework. ICCD (2019)
Yao Xiao, Shahin Nazarian, Paul Bogdan
Self-Optimizing and Self-Programming Computing Systems: A Combined Compiler, Complex Networks, and Machine Learning Approach. IEEE Trans. Very Large Scale Integr. Syst. 27 (6) (2019)
Alvin D. Wong, Kevin Su, Hang Sun, Arash Fayyazi, Massoud Pedram, Shahin Nazarian
VeriSFQ - A Semi-formal Verification Framework and Benchmark for Single Flux Quantum Technology. CoRR (2019)
Ghasem Pasandi, Raghav Mehta, Massoud Pedram, Shahin Nazarian
Hybrid Cell Assignment and Sizing for Power, Area, Delay Product Optimization of SRAM Arrays. CoRR (2019)
Karunveer Singh, Rishabh Gupta, Vikram Gupta, Arash Fayyazi, Massoud Pedram, Shahin Nazarian
A Hybrid Framework for Functional Verification using Reinforcement Learning and Deep Learning. ACM Great Lakes Symposium on VLSI (2019)
Ming Yan, Yuntao Song, Yiyu Feng, Ghasem Pasandi, Massoud Pedram, Shahin Nazarian
kNN-CAM: A k-Nearest Neighbors-based Configurable Approximate Floating Point Multiplier. ISQED (2019)
Ji Li, Zihao Yuan, Zhe Li, Ao Ren, Caiwen Ding, Jeffrey Draper, Shahin Nazarian, Qinru Qiu, Bo Yuan, Yanzhi Wang
Normalization and dropout for stochastic computing-based deep convolutional neural networks. Integr. 65 (2019)
Mohammad Saeed Abrishami, Massoud Pedram, Shahin Nazarian
CSM-NN: Current Source Model Based Logic Circuit Simulation - A Neural Network Approach. ICCD (2019)
Mingxi Cheng, Ji Li, Paul Bogdan, Shahin Nazarian
H2O-Cloud: A Resource and Quality of Service-Aware Task Scheduling Framework for Warehouse-Scale Data Centers. CoRR (2019)
Arash Fayyazi, Souvik Kundu, Shahin Nazarian, Peter A. Beerel, Massoud Pedram
SpRRAM: A Predefined Sparsity Based Memristive Neuromorphic Circuit for Low Power Application. CoRR (2018)
Yao Xiao, Shahin Nazarian, Paul Bogdan
Prometheus: Processing-in-memory heterogeneous architecture design from a multi-layer network theoretic strategy. DATE (2018)
Tiansong Cui, Ji Li, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
An Exploration of Applying Gate-Length-Biasing Techniques to Deeply-Scaled FinFETs Operating in Multiple Voltage Regimes. IEEE Trans. Emerg. Top. Comput. 6 (2) (2018)
Fanchao Wang, Hanbin Zhu, Pranjay Popli, Yao Xiao, Paul Bogdan, Shahin Nazarian
Accelerating Coverage Directed Test Generation for Functional Verification: A Neural Network-based Framework. ACM Great Lakes Symposium on VLSI (2018)
Raghav Mehta, Yuyang Huang, Mingxi Cheng, Shrey Bagga, Nishant Mathur, Ji Li, Jeffrey Draper, Shahin Nazarian
High performance training of deep neural networks using pipelined hardware acceleration and distributed memory. ISQED (2018)
Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang
Prediction-based fast thermoelectric generator reconfiguration for energy harvesting from vehicle radiators. DATE (2018)
Mingxi Cheng, Ji Li, Shahin Nazarian
DRL-cloud: Deep reinforcement learning-based resource provisioning and task scheduling for cloud service providers. ASP-DAC (2018)
Hanchen Yang, Feiyang Kang, Caiwen Ding, Ji Li, Jaemin Kim, Donkyu Baek, Shahin Nazarian, Xue Lin, Paul Bogdan, Naehyuck Chang
Prediction-Based Fast Thermoelectric Generator Reconfiguration for Energy Harvesting from Vehicle Radiators. CoRR (2018)
Yuankun Xue, Ji Li, Shahin Nazarian, Paul Bogdan
Fundamental Challenges Toward Making the IoT a Reachable Reality: A Model-Centric Investigation. ACM Trans. Design Autom. Electr. Syst. 22 (3) (2017)
Mahdi Nazemi, Shahin Nazarian, Massoud Pedram
High-Performance FPGA Implementation of Equivariant Adaptive Separation via Independence Algorithm for Independent Component Analysis. CoRR (2017)
Yao Xiao, Yuankun Xue, Shahin Nazarian, Paul Bogdan
A load balancing inspired optimization framework for exascale multicore systems: A complex networks approach. ICCAD (2017)
Ji Li, Xue Lin, Shahin Nazarian, Massoud Pedram
CTS2M: concurrent task scheduling and storage management for residential energy consumers under dynamic energy pricing. IET Cyper-Phys. Syst.: Theory & Appl. 2 (3) (2017)
Woojoo Lee, Kyuseung Han, Yanzhi Wang, Tiansong Cui, Shahin Nazarian, Massoud Pedram
TEI-power: Temperature Effect Inversion-Aware Dynamic Thermal Management. ACM Trans. Design Autom. Electr. Syst. 22 (3) (2017)
Hongjia Li, Ji Li, Wang Yao, Shahin Nazarian, Xue Lin, Yanzhi Wang
Fast and energy-aware resource provisioning and task scheduling for cloud systems. ISQED (2017)
Tiansong Cui, Shuang Chen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Optimal Control of PEVs with a Charging Aggregator Considering Regulation Service Provisioning. ACM Trans. Cyber Phys. Syst. 1 (4) (2017)
Mahdi Nazemi, Shahin Nazarian, Massoud Pedram
High-performance FPGA implementation of equivariant adaptive separation via independence algorithm for Independent Component Analysis. ASAP (2017)
Soheil Nazar Shahsavani, Alireza Shafaei, Shahin Nazarian, Massoud Pedram
A thermally-aware energy minimization methodology for global interconnects. DATE (2017)
Tiansong Cui, Shuang Chen, Yanzhi Wang, Qi Zhu, Shahin Nazarian, Massoud Pedram
An optimal energy co-scheduling framework for smart buildings. Integr. 58 (2017)
Huimei Cheng, Ji Li, Jeffrey T. Draper, Shahin Nazarian, Yanzhi Wang
Deadline-Aware Joint Optimization of Sleep Transistor and Supply Voltage for FinFET Based Embedded Systems. ACM Great Lakes Symposium on VLSI (2017)
Ji Li, Yanzhi Wang, Xue Lin, Shahin Nazarian, Massoud Pedram
Negotiation-based resource provisioning and task scheduling algorithm for cloud systems. ISQED (2016)
Tiansong Cui, Shuang Chen, Yanzhi Wang, Qi Zhu, Shahin Nazarian, Massoud Pedram
Optimal co-scheduling of HVAC control and battery management for energy-efficient buildings considering state-of-health degradation. ASP-DAC (2016)
Tiansong Cui, Ji Li, Alireza Shafaei, Shahin Nazarian, Massoud Pedram
An efficient timing analysis model for 6T FinFET SRAM using current-based method. ISQED (2016)
Luhao Wang, Tiansong Cui, Shahin Nazarian, Yanzhi Wang, Massoud Pedram
Standard cell library based layout characterization and power analysis for 10nm gate-all-around (GAA) transistors. SoCC (2016)
Woojoo Lee, Yanzhi Wang, Donghwa Shin, Shahin Nazarian, Massoud Pedram
Design and optimization of a reconfigurable power delivery network for large-area, DVS-enabled OLED displays. ISLPED (2015)
Ji Li, Qing Xie, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Leakage power reduction for deeply-scaled FinFET circuits operating in multiple voltage regimes using fine-grained gate-length biasing technique. DATE (2015)
Tiansong Cui, Yanzhi Wang, Shuang Chen, Qi Zhu, Shahin Nazarian, Massoud Pedram
Optimal control of PEVs for energy cost minimization and frequency regulation in the smart grid accounting for battery state-of-health degradation. DAC (2015)
Ji Li, Yanzhi Wang, Xue Lin, Shahin Nazarian, Massoud Pedram
Negotiation-based task scheduling and storage control algorithm to minimize user's electric bills under dynamic prices. ASP-DAC (2015)
Tiansong Cui, Bowen Chen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Layout Characterization and Power Density Analysis for Shorted-Gate and Independent-Gate 7nm FinFET Standard Cells. ACM Great Lakes Symposium on VLSI (2015)
Chenxiao Guan, Yanzhi Wang, Xue Lin, Shahin Nazarian, Massoud Pedram
Reinforcement learning-based control of residential energy storage systems for electric bill minimization. CCNC (2015)
Ji Li, Yanzhi Wang, Tiansong Cui, Shahin Nazarian, Massoud Pedram
Negotiation-based task scheduling to minimize user's electricity bills under dynamic energy prices. OnlineGreenComm (2014)
Woojoo Lee, Yanzhi Wang, Tiansong Cui, Shahin Nazarian, Massoud Pedram
Dynamic thermal management for FinFET-based circuits exploiting the temperature effect inversion phenomenon. ISLPED (2014)
Tiansong Cui, Yanzhi Wang, Xue Lin, Shahin Nazarian, Massoud Pedram
Semi-analytical current source modeling of FinFET devices operating in near/sub-threshold regime with independent gate control and considering process variation. ASP-DAC (2014)
Xue Lin, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
An improved logical effort model and framework applied to optimal sizing of circuits operating in multiple supply voltage regimes. ISQED (2014)
Yue Fu, Yanzhi Wang, Xue Lin, Shahin Nazarian, Massoud Pedram
Energy optimal sizing of FinFET standard cells operating in multiple voltage regimes using adaptive independent gate control. ACM Great Lakes Symposium on VLSI (2014)
Tiansong Cui, Shuang Chen, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
An efficient semi-analytical current source model for FinFET devices in near/sub-threshold regime considering multiple input switching and stack effect. ISQED (2014)
Tiansong Cui, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
An electricity trade model for microgrid communities in smart grid. ISGT (2014)
Tiansong Cui, Qing Xie, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
7nm FinFET standard cell layout characterization and power density prediction in near- and super-threshold voltage regimes. IGCC (2014)
Qing Xie, Tiansong Cui, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
Semi-analytical current source modeling of near-threshold operating logic cells considering process variations. ICCD (2013)
Yang Li, Yanzhi Wang, Shahin Nazarian, Massoud Pedram
A nested game-based optimization framework for electricity retailers in the smart grid with residential users and PEVs. OnlineGreenComm (2013)
Tiansong Cui, Yanzhi Wang, Siyu Yue, Shahin Nazarian, Massoud Pedram
A game-theoretic price determination algorithm for utility companies serving a community in smart grid. ISGT (2013)
Tiansong Cui, Hadi Goudarzi, Safar Hatami, Shahin Nazarian, Massoud Pedram
Concurrent optimization of consumer's electrical energy bill and producer's power generation cost under a dynamic pricing model. ISGT (2012)
Mohammad Mirza-Aghatabar, Melvin A. Breuer, Sandeep K. Gupta, Shahin Nazarian
Theory of redundancy for logic circuits to maximize yield/area. ISQED (2012)
Tiansong Cui, Yanzhi Wang, Hadi Goudarzi, Shahin Nazarian, Massoud Pedram
Profit maximization for utility companies in an oligopolistic energy market with dynamic prices. OnlineGreenComm (2012)
Shahin Nazarian, Hanif Fatemi, Massoud Pedram
Accurate Timing and Noise Analysis of Combinational and Sequential Logic Cells Using Current Source Modeling. IEEE Trans. Very Large Scale Integr. Syst. 19 (1) (2011)
Debasish Das, William Scott, Shahin Nazarian, Hai Zhou
An efficient current-based logic cell model for crosstalk delay analysis. ISQED (2009)
Hanif Fatemi, Shahin Nazarian, Massoud Pedram
A Current-based Method for Short Circuit Power Calculation under Noisy Input Waveforms. ASP-DAC (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shahin Nazarian