Makan Fardad

90 papers A* 3B 2C 14Misc 5Journal 36Unranked 30
YearRankTypeTitle / Venue / Authors
2025 J jnl
A unified DNN weight compression framework using reweighted optimization methods.
Intell. Syst. Appl.
Mengchen Fan, Tianyun Zhang, Xiaolong Ma, Jiacheng Guo, Zheng Zhan, Shanglin Zhou, Minghai Qin, Caiwen Ding, Baocheng Geng, Makan Fardad, Yanzhi Wang
2022 Misc conf
AdverSparse: An Adversarial Attack Framework for Deep Spatial-Temporal Graph Neural Networks.
ICASSP
Jiayu Li, Tianyun Zhang, Shengmin Jin, Makan Fardad, Reza Zafarani
2022 B conf
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting.
ICTAI
Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie
2022 J jnl
Graph sparsification with graph convolutional networks.
Int. J. Data Sci. Anal.
Jiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani
2022 — conf
Loss Attitude Aware Energy Management for Signal Detection.
IEEECONF
Baocheng Geng, Chen Quan, Tianyun Zhang, Makan Fardad, Pramod K. Varshney
2022 J jnl
StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs.
IEEE Trans. Neural Networks Learn. Syst.
Tianyun Zhang, Shaokai Ye, Xiaoyu Feng, Xiaolong Ma, Kaiqi Zhang, Zhengang Li, Jian Tang, Sijia Liu, Xue Lin, Yongpan Liu, Makan Fardad, Yanzhi Wang
2021 A* conf
A Unified DNN Weight Pruning Framework Using Reweighted Optimization Methods.
DAC
Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Caiwen Ding, Makan Fardad, Yanzhi Wang
2021 A* conf
Adversarial Attack Generation Empowered by Min-Max Optimization.
NeurIPS
Jingkang Wang, Tianyun Zhang, Sijia Liu, Pin-Yu Chen, Jiacen Xu, Makan Fardad, Bo Li
2021 J jnl
Compact Multi-level Sparse Neural Networks with Input Independent Dynamic Rerouting.
CoRR
Minghai Qin, Tianyun Zhang, Fei Sun, Yen-Kuang Chen, Makan Fardad, Yanzhi Wang, Yuan Xie
2020 J jnl
A Unified DNN Weight Compression Framework Using Reweighted Optimization Methods.
CoRR
Tianyun Zhang, Xiaolong Ma, Zheng Zhan, Shanglin Zhou, Minghai Qin, Fei Sun, Yen-Kuang Chen, Caiwen Ding, Makan Fardad, Yanzhi Wang
2020 C conf
On the Optimal Interdiction of Transportation Networks.
ACC
Tianyun Zhang, Makan Fardad
2020 — conf
SGCN: A Graph Sparsifier Based on Graph Convolutional Networks.
PAKDD (1)
Jiayu Li, Tianyun Zhang, Hao Tian, Shengmin Jin, Makan Fardad, Reza Zafarani
2019 J jnl
Beyond Adversarial Training: Min-Max Optimization in Adversarial Attack and Defense.
CoRR
Jingkang Wang, Tianyun Zhang, Sijia Liu, Pin-Yu Chen, Jiacen Xu, Makan Fardad, Bo Li
2019 A* conf
Generation of Low Distortion Adversarial Attacks via Convex Programming.
ICDM
Tianyun Zhang, Sijia Liu, Yanzhi Wang, Makan Fardad
2019 J jnl
Progressive DNN Compression: A Key to Achieve Ultra-High Weight Pruning and Quantization Rates using ADMM.
CoRR
Shaokai Ye, Xiaoyu Feng, Tianyun Zhang, Xiaolong Ma, Sheng Lin, Zhengang Li, Kaidi Xu, Wujie Wen, Sijia Liu, Jian Tang, Makan Fardad, Xue Lin, Yongpan Liu, Yanzhi Wang
2018 — conf
A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers.
ECCV (8)
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang
2018 J jnl
A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers.
CoRR
Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad, Yanzhi Wang
2018 J jnl
ADAM-ADMM: A Unified, Systematic Framework of Structured Weight Pruning for DNNs.
CoRR
Tianyun Zhang, Kaiqi Zhang, Shaokai Ye, Jiayu Li, Jian Tang, Wujie Wen, Xue Lin, Makan Fardad, Yanzhi Wang
2018 — conf
On the Induction of Cascading Failures in Transportation Networks.
CDC
Griffin Kearney, Makan Fardad
2018 J jnl
Progressive Weight Pruning of Deep Neural Networks using ADMM.
CoRR
Shaokai Ye, Tianyun Zhang, Kaiqi Zhang, Jiayu Li, Kaidi Xu, Yunfei Yang, Fuxun Yu, Jian Tang, Makan Fardad, Sijia Liu, Xiang Chen, Xue Lin, Yanzhi Wang
2018 — conf
Reinforced Adversarial Attacks on Deep Neural Networks Using ADMM.
GlobalSIP
Pu Zhao, Kaidi Xu, Tianyun Zhang, Makan Fardad, Yanzhi Wang, Xue Lin
2018 — conf
Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers.
ICLR (Workshop)
Tianyun Zhang, Shaokai Ye, Yipeng Zhang, Yanzhi Wang, Makan Fardad
2018 J jnl
Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers.
CoRR
Tianyun Zhang, Shaokai Ye, Yipeng Zhang, Yanzhi Wang, Makan Fardad
2017 J jnl
A Memristor-Based Optimization Framework for AI Applications.
CoRR
Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney
2017 J jnl
On Optimality of Sparse Long-Range Links in Circulant Consensus Networks.
IEEE Trans. Autom. Control.
Makan Fardad
2017 — conf
On a linear programming approach to the optimal seeding of cascading failures.
CDC
Makan Fardad, Griffin Kearney
2016 — conf
On a framework for analysis and design of cascades on Boolean networks.
CDC
Griffin Kearney, Makan Fardad
2016 Misc conf
Optimal energy allocation and storage control for distributed estimation with sensor collaboration.
CISS
Sijia Liu, Yanzhi Wang, Makan Fardad, Pramod K. Varshney
2016 J jnl
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters.
CoRR
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2016 J jnl
Optimized Sensor Collaboration for Estimation of Temporally Correlated Parameters.
IEEE Trans. Signal Process.
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2016 J jnl
Sensor Selection for Estimation with Correlated Measurement Noise.
IEEE Trans. Signal Process.
Sijia Liu, Sundeep Prabhakar Chepuri, Makan Fardad, Engin Masazade, Geert Leus, Pramod K. Varshney
2015 — conf
On consensus-based community detection.
CDC
Makan Fardad
2015 Misc conf
On optimal sensor collaboration for distributed estimation with individual power constraints.
ACSSC
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2015 C conf
On the optimality of sparse long-range links in circulant consensus networks.
ACC
Makan Fardad
2015 Misc conf
Sensor selection with correlated measurements for target tracking in wireless sensor networks.
ICASSP
Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney
2015 J jnl
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation.
IEEE Trans. Signal Process.
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2015 C conf
Sparsity-promoting sensor management for estimation: An energy balance point of view.
FUSION
Sijia Liu, Feishe Chen, Aditya Vempaty, Makan Fardad, Lixin Shen, Pramod K. Varshney
2014 J jnl
Algorithms for Leader Selection in Stochastically Forced Consensus Networks.
IEEE Trans. Autom. Control.
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2014 J jnl
Design of Optimal Sparse Interconnection Graphs for Synchronization of Oscillator Networks.
IEEE Trans. Autom. Control.
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2014 J jnl
Energy-Aware Sensor Selection in Field Reconstruction.
IEEE Signal Process. Lett.
Sijia Liu, Aditya Vempaty, Makan Fardad, Engin Masazade, Pramod K. Varshney
2014 C conf
On optimal link creation for facilitation of consensus in social networks.
ACC
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2014 — conf
On optimal link removals for controllability degradation in dynamical networks.
CDC
Makan Fardad, Amit Diwadkar, Umesh Vaidya
2014 B conf
On optimal sensor collaboration topologies for linear coherent estimation.
ISIT
Sijia Liu, Makan Fardad, Swarnendu Kar, Pramod K. Varshney
2014 C conf
On the design of optimal structured and sparse feedback gains via sequential convex programming.
ACC
Makan Fardad, Mihailo R. Jovanovic
2014 — conf
On the properties of optimal weak links in consensus networks.
CDC
Makan Fardad, Xi Zhang, Fu Lin, Mihailo R. Jovanovic
2014 J jnl
Optimal Periodic Sensor Scheduling in Networks of Dynamical Systems.
IEEE Trans. Signal Process.
Sijia Liu, Makan Fardad, Pramod K. Varshney, Engin Masazade
2014 J jnl
Sparsity-Aware Sensor Collaboration for Linear Coherent Estimation.
CoRR
Sijia Liu, Swarnendu Kar, Makan Fardad, Pramod K. Varshney
2014 Misc conf
Sparsity-aware field estimation via ordinary Kriging.
ICASSP
Sijia Liu, Engin Masazade, Makan Fardad, Pramod K. Varshney
2014 — conf
Vulnerability analysis of large-scale dynamical networks to coordinated attacks.
AuCC
Sai Pushpak, Amit Diwadkar, Makan Fardad, Umesh Vaidya
2013 J jnl
Algorithms for leader selection in stochastically forced consensus networks
CoRR
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2013 J jnl
Design of Optimal Sparse Feedback Gains via the Alternating Direction Method of Multipliers.
IEEE Trans. Autom. Control.
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2013 J jnl
Design of optimal sparse interconnection graphs for synchronization of oscillator networks
CoRR
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2013 C conf
On new characterizations of social influence in social networks.
ACC
Makan Fardad, Fu Lin, Xi Zhang, Mihailo R. Jovanovic
2013 — conf
On optimal periodic sensor scheduling for field estimation in wireless sensor networks.
GlobalSIP
Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney
2013 — conf
On optimal sensor placement for mitigation of vulnerabilities to cyber attacks in large-scale networks.
ECC
Umesh Vaidya, Makan Fardad
2013 J jnl
Optimal Periodic Sensor Scheduling in Large-Scale Dynamical Networks
CoRR
Sijia Liu, Makan Fardad, Engin Masazade, Pramod K. Varshney
2012 — conf
Identification of sparse communication graphs in consensus networks.
Allerton Conference
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2012 — conf
On the optimal dissemination of information in social networks.
CDC
Makan Fardad, Xi Zhang, Fu Lin, Mihailo R. Jovanovic
2012 C conf
On the optimal synchronization of oscillator networks via sparse interconnection graphs.
ACC
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2012 J jnl
Optimal Control of Vehicular Formations With Nearest Neighbor Interactions.
IEEE Trans. Autom. Control.
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2012 — conf
Performance of leader-follower networks in directed trees and lattices.
CDC
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2012 C conf
Sparse feedback synthesis via the alternating direction method of multipliers.
ACC
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2012 J jnl
Sparsity-Promoting Extended Kalman Filtering for Target Tracking in Wireless Sensor Networks.
IEEE Signal Process. Lett.
Engin Masazade, Makan Fardad, Pramod K. Varshney
2011 — conf
Algorithms for leader selection in large dynamical networks: Noise-corrupted leaders.
CDC/ECC
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2011 — conf
Algorithms for leader selection in large dynamical networks: Noise-free leaders.
CDC/ECC
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2011 J jnl
Augmented Lagrangian Approach to Design of Structured Optimal State Feedback Gains.
IEEE Trans. Autom. Control.
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2011 J jnl
Design of Optimal Sparse Feedback Gains via the Alternating Direction Method of Multipliers
CoRR
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2011 J jnl
Design of optimal controllers for spatially invariant systems with finite communication speed.
Autom.
Makan Fardad, Mihailo R. Jovanovic
2011 J jnl
Optimal Control of Vehicular Formations with Nearest Neighbor Interactions
CoRR
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2011 C conf
Sparsity-promoting optimal control for a class of distributed systems.
ACC
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2010 — conf
On the dual decomposition of linear quadratic optimal control problems for vehicular formations.
CDC
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2010 — conf
On the optimal localized feedback design for multi-vehicle systems.
CDC
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2010 C conf
On the optimal localized feedback design for vehicular platoons.
ACC
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2009 J jnl
A Necessary and Sufficient Frequency Domain Criterion for the Passivity of SISO Sampled-Data Systems.
IEEE Trans. Autom. Control.
Makan Fardad, Bassam Bamieh
2009 C conf
Damping mechanisms in dynamic mode atomic force microscopy applications.
ACC
Makan Fardad, Mihailo R. Jovanovic, Murti V. Salapaka
2009 — conf
On the optimal design of structured feedback gains for interconnected systems.
CDC
Makan Fardad, Fu Lin, Mihailo R. Jovanovic
2009 — conf
Synthesis of H2 optimal static structured controllers: Primal and dual formulations.
Allerton
Fu Lin, Makan Fardad, Mihailo R. Jovanovic
2009 C conf
The operator algebra of almost Toeplitz matrices and the optimal control of large-scale systems.
ACC
Makan Fardad
2008 J jnl
An Extension of the Argument Principle and Nyquist Criterion to a Class of Systems With Unbounded Generators.
IEEE Trans. Autom. Control.
Makan Fardad, Bassam Bamieh
2008 J jnl
Frequency Analysis and Norms of Distributed Spatially Periodic Systems.
IEEE Trans. Autom. Control.
Makan Fardad, Mihailo R. Jovanovic, Bassam Bamieh
2008 — conf
On the state-space design of optimal controllers for distributed systems with finite communication speed.
CDC
Makan Fardad, Mihailo R. Jovanovic
2008 J jnl
Perturbation Methods in Stability and Norm Analysis of Spatially Periodic Systems.
SIAM J. Control. Optim.
Makan Fardad, Bassam Bamieh
2008 C conf
Perturbation analysis of eigenvalues of a class of self-adjoint operators.
ACC
Rashad Moarref, Makan Fardad, Mihailo R. Jovanovic
2007 — conf
Connection between almost everywhere stability of an ODE and advection PDE.
CDC
Rajeev Rajaram, Umesh Vaidya, Makan Fardad
2006 — conf
On Stability and the Spectrum Determined Growth Condition for Spatially Periodic Systems.
CDC
Makan Fardad, Bassam Bamieh
2005 C conf
A perturbation approach to the H
ACC
Makan Fardad, Bassam Bamieh
2005 — conf
The Nyquist Stability Criterion For A Class Of Spatially Periodic Systems.
CDC/ECC
Makan Fardad, Bassam Bamieh
2004 — conf
A frequency domain analysis and synthesis of the passivity of sampled-data systems.
CDC
Makan Fardad, Bassam Bamieh
2004 — conf
A perturbation analysis of parametric resonance and periodic control in spatially distributed systems.
CDC
Makan Fardad, Bassam Bamieh
2001 — conf
A framework for destabilization of dynamical systems and mixing enhancement.
CDC
Bassam Bamieh, Igor Mezic, Makan Fardad