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ORCIDSaif Eddin G. Jabari
Person information
- affiliation: New York University Abu Dhabi, Division of Engineering, United Arab Emirates
- affiliation: New York University (NYU) Tandon School of Engineering, Department of Civil and Urban Engineering, Brooklyn, NY, USA
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2020 – today
- 2024
[j13]Yue Wang
, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari:
A Subspace Projective Clustering Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. IEEE Trans. Artif. Intell. 5(7): 3497-3509 (2024)- [c11]Yue Wang, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari:
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems. ANZCC 2024: 115-120 - [i28]Saif Eddin Jabari:
On countering adversarial perturbations in graphs using error correcting codes. CoRR abs/2406.14245 (2024) - [i27]Nishant Suresh Aswani, Saif Eddin Jabari, Muhammad Shafique:
Representing Neural Network Layers as Linear Operations via Koopman Operator Theory. CoRR abs/2409.01308 (2024) - [i26]Chuhan Yang, Fares B. Mehouachi, Mónica Menéndez, Saif Eddin Jabari:
Urban traffic analysis and forecasting through shared Koopman eigenmodes. CoRR abs/2409.04728 (2024) - 2023
- [c10]Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari:
Physical Backdoor Trigger Activation of Autonomous Vehicle Using Reachability Analysis. CDC 2023: 821-826 - [i25]Chuhan Yang, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari:
Generalized adaptive smoothing based neural network architecture for traffic state estimation. CoRR abs/2301.03439 (2023) - [i24]Bilal Thonnam Thodi, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari:
Learning-based solutions to nonlinear hyperbolic PDEs: Empirical insights on generalization errors. CoRR abs/2302.08144 (2023) - [i23]Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari:
Physical Backdoor Trigger Activation of Autonomous Vehicle using Reachability Analysis. CoRR abs/2303.13992 (2023) - [i22]Yue Wang, Wending Li, Michail Maniatakos, Saif Eddin Jabari:
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems. CoRR abs/2303.14197 (2023) - [i21]Bilal Thonnam Thodi, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari:
Fourier neural operator for learning solutions to macroscopic traffic flow models: Application to the forward and inverse problems. CoRR abs/2308.07051 (2023) - 2022
- [j12]DianChao Lin, Saif Eddin Jabari:
Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles. IEEE Trans. Intell. Transp. Syst. 23(6): 5138-5149 (2022) - [j11]Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez:
Incorporating Kinematic Wave Theory Into a Deep Learning Method for High-Resolution Traffic Speed Estimation. IEEE Trans. Intell. Transp. Syst. 23(10): 17849-17862 (2022) - [j10]Wenqing Li, Chuhan Yang, Saif Eddin Jabari:
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning. Transp. Sci. 56(1): 52-78 (2022) - [j9]Theodoros P. Pantelidis, Li Li, Tai-Yu Ma, Joseph Y. J. Chow, Saif Eddin G. Jabari:
A Node-Charge Graph-Based Online Carshare Rebalancing Policy with Capacitated Electric Charging. Transp. Sci. 56(3): 654-676 (2022) - [c9]Chuhan Yang, Bilal Thonnam Thodi, Saif Eddin Jabari:
Generalized Adaptive Smoothing Using Matrix Completion for Traffic State Estimation. ITSC 2022: 787-792 - [i20]Yue Wang, Wenqing Li, Esha Sarkar, Muhammad Shafique, Michail Maniatakos, Saif Eddin Jabari:
PiDAn: A Coherence Optimization Approach for Backdoor Attack Detection and Mitigation in Deep Neural Networks. CoRR abs/2203.09289 (2022) - [i19]A. Sai Venkata Ramana, Saif Eddin Jabari:
Stationary states in two lane traffic: insights from kinetic theory. CoRR abs/2206.03002 (2022) - 2021
- [j8]Jérôme G. M. Benoit, Saif Eddin G. Jabari:
On equilibrium Metropolis simulations on self-organized urban street networks. Appl. Netw. Sci. 6(1): 33 (2021) - [j7]Yue Wang, Esha Sarkar, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari:
Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-Based Traffic Congestion Control Systems. IEEE Trans. Inf. Forensics Secur. 16: 4772-4787 (2021) - [c8]Yue Wang, Michail Maniatakos, Saif Eddin Jabari:
A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems. CDC 2021: 4394-4399 - [c7]Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez:
Learning Traffic Speed Dynamics from Visualizations. ITSC 2021: 1239-1244 - [i18]Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez:
Incorporating Kinematic Wave Theory into a Deep Learning Method for High-Resolution Traffic Speed Estimation. CoRR abs/2102.02906 (2021) - [i17]Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez:
Learning Traffic Speed Dynamics from Visualizations. CoRR abs/2105.01423 (2021) - 2020
- [j6]Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari:
Noticeability Versus Impact in Traffic Signal Tampering. IEEE Access 8: 86149-86161 (2020) - [j5]Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo, Mónica Menéndez, Saif Eddin Jabari:
Traffic Data Imputation Using Deep Convolutional Neural Networks. IEEE Access 8: 104740-104752 (2020) - [j4]Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip:
Sparse Travel Time Estimation from Streaming Data. Transp. Sci. 54(1): 1-20 (2020) - [c6]Li Li, DianChao Lin, Saif Eddin Jabari:
A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. ITSC 2020: 1-6 - [c5]Wenqing Li, Chuhan Yang, Saif Eddin Jabari:
Short-Term Traffic Forecasting Using High-Resolution Traffic Data. ITSC 2020: 1-6 - [c4]DianChao Lin, Saif Eddin Jabari:
Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective. ITSC 2020: 1-6 - [i16]DianChao Lin, Saif Eddin Jabari:
Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles. CoRR abs/2001.01813 (2020) - [i15]Wenqing Li, Chuhan Yang, Saif Eddin Jabari:
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning. CoRR abs/2001.02492 (2020) - [i14]Theodoros Pantelidis, Li Li, Tai-Yu Ma, Joseph Y. J. Chow, Saif Eddin Jabari:
Node-charge graph-based online carshare rebalancing with capacitated electric charging. CoRR abs/2001.07282 (2020) - [i13]Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari:
Noticeability Versus Impact in Traffic Signal Tampering. CoRR abs/2002.03119 (2020) - [i12]Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo, Mónica Menéndez, Saif Eddin Jabari:
Traffic Data Imputation using Deep Convolutional Neural Networks. CoRR abs/2002.04406 (2020) - [i11]Yue Wang, Esha Sarkar, Michail Maniatakos, Saif Eddin Jabari:
Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems. CoRR abs/2003.07859 (2020) - [i10]Li Li, DianChao Lin, Saif Eddin Jabari:
A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. CoRR abs/2006.08766 (2020) - [i9]DianChao Lin, Saif Eddin Jabari:
Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective. CoRR abs/2006.08773 (2020) - [i8]Wenqing Li, Chuhan Yang, Saif Eddin Jabari:
Short-Term Traffic Forecasting Using High-Resolution Traffic Data. CoRR abs/2006.12292 (2020) - [i7]Li Li, Saif Eddin Jabari:
Backpressure Control with Estimated Queue Lengths for Urban Network Traffic. CoRR abs/2006.15549 (2020) - [i6]Li Li, Theodoros Pantelidis, Joseph Y. J. Chow, Saif Eddin Jabari:
A Real-Time Dispatching Strategy for Shared Automated Electric Vehicles with Performance Guarantees. CoRR abs/2006.15615 (2020)
2010 – 2019
- 2019
- [j3]Saif Eddin G. Jabari, Deepthi Mary Dilip, DianChao Lin, Bilal Thonnam Thodi:
Learning Traffic Flow Dynamics Using Random Fields. IEEE Access 7: 130566-130577 (2019) - [j2]Jérôme G. M. Benoit, Saif Eddin G. Jabari:
On the perturbation of self-organized urban street networks. Appl. Netw. Sci. 4(1): 49:1-49:20 (2019) - [c3]Wenqing Li, Yue Wang, Saif Eddin Jabari:
Fault isolation based on online sparse optimization of streaming faulty data. CDC 2019: 2934-2939 - [c2]Li Li, DianChao Lin, Theodoros Pantelidis, Joseph Y. J. Chow, Saif Eddin Jabari:
An Agent-based Simulation for Shared Automated Electric Vehicles with Vehicle Relocation. ITSC 2019: 3308-3313 - [c1]DianChao Lin, Saif Eddin Jabari:
Transferable Utility Games based Intersection Control for Connected Vehicles. ITSC 2019: 3496-3501 - [i5]DianChao Lin, Li Li, Saif Eddin Jabari:
Pay to change lanes: A cooperative lane-changing strategy for connected/automated driving. CoRR abs/1903.04620 (2019) - 2018
- [i4]Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip:
Sparse Travel Time Estimation from Streaming Data. CoRR abs/1804.08130 (2018) - [i3]Fangfang Zheng, Saif Eddin Jabari, Henry X. Liu, DianChao Lin:
Traffic state estimation using stochastic Lagrangian dynamics. CoRR abs/1806.02692 (2018) - [i2]Deepthi Mary Dilip, DianChao Lin, Saif Eddin Jabari:
Learning Traffic Flow Dynamics using Random Fields. CoRR abs/1806.08764 (2018) - [i1]Li Li, Saif Eddin Jabari:
Position weighted backpressure intersection control for connected urban networks. CoRR abs/1810.11406 (2018) - 2016
- [j1]Saif Eddin G. Jabari, Laura Wynter:
Sensor placement with time-to-detection guarantees. EURO J. Transp. Logist. 5(4): 415-433 (2016)
Coauthor Index
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