Saif Eddin Jabari

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 45

Top Topics

Adaptive Smoothing

Transferable Utility

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Yue Wang, Wenqing Li, Michail Maniatakos, Saif Eddin Jabari
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems. ANZCC (2024)
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) (2024)
Saif Eddin Jabari
On countering adversarial perturbations in graphs using error correcting codes. CoRR (2024)
Chuhan Yang, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari
Generalized adaptive smoothing based neural network architecture for traffic state estimation. CoRR (2023)
Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari
Physical Backdoor Trigger Activation of Autonomous Vehicle Using Reachability Analysis. CDC (2023)
Bilal Thonnam Thodi, Sai Venkata Ramana Ambadipudi, Saif Eddin Jabari
Learning-based solutions to nonlinear hyperbolic PDEs: Empirical insights on generalization errors. CoRR (2023)
Wenqing Li, Yue Wang, Muhammad Shafique, Saif Eddin Jabari
Physical Backdoor Trigger Activation of Autonomous Vehicle using Reachability Analysis. CoRR (2023)
Yue Wang, Wending Li, Michail Maniatakos, Saif Eddin Jabari
Optimal Smoothing Distribution Exploration for Backdoor Neutralization in Deep Learning-based Traffic Systems. CoRR (2023)
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 (2023)
DianChao Lin, Saif Eddin Jabari
Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
A. Sai Venkata Ramana, Saif Eddin Jabari
Stationary states in two lane traffic: insights from kinetic theory. CoRR (2022)
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning. Transp. Sci. 56 (1) (2022)
Chuhan Yang, Bilal Thonnam Thodi, Saif Eddin Jabari
Generalized Adaptive Smoothing Using Matrix Completion for Traffic State Estimation. ITSC (2022)
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) (2022)
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 (2022)
Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez
Learning Traffic Speed Dynamics from Visualizations. CoRR (2021)
Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Mónica Menéndez
Learning Traffic Speed Dynamics from Visualizations. ITSC (2021)
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 (2021)
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 (2021)
Yue Wang, Michail Maniatakos, Saif Eddin Jabari
A Trigger Exploration Method for Backdoor Attacks on Deep Learning-Based Traffic Control Systems. CDC (2021)
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning. CoRR (2020)
Li Li, DianChao Lin, Saif Eddin Jabari
A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. ITSC (2020)
Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari
Noticeability Versus Impact in Traffic Signal Tampering. CoRR (2020)
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
Short-Term Traffic Forecasting Using High-Resolution Traffic Data. CoRR (2020)
Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip
Sparse Travel Time Estimation from Streaming Data. Transp. Sci. 54 (1) (2020)
DianChao Lin, Saif Eddin Jabari
Pay for Intersection Priority: A Free Market Mechanism for Connected Vehicles. CoRR (2020)
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 (2020)
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 (2020)
Yue Wang, Esha Sarkar, Michail Maniatakos, Saif Eddin Jabari
Watch your back: Backdoor Attacks in Deep Reinforcement Learning-based Autonomous Vehicle Control Systems. CoRR (2020)
Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo, Mónica Menéndez, Saif Eddin Jabari
Traffic Data Imputation Using Deep Convolutional Neural Networks. IEEE Access 8 (2020)
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
Short-Term Traffic Forecasting Using High-Resolution Traffic Data. ITSC (2020)
DianChao Lin, Saif Eddin Jabari
Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective. CoRR (2020)
Bilal Thonnam Thodi, Timothy Mulumba, Saif Eddin Jabari
Noticeability Versus Impact in Traffic Signal Tampering. IEEE Access 8 (2020)
Li Li, Saif Eddin Jabari
Backpressure Control with Estimated Queue Lengths for Urban Network Traffic. CoRR (2020)
Li Li, DianChao Lin, Saif Eddin Jabari
A User-Based Charge and Subsidy Scheme for Single O-D Network Mobility Management. CoRR (2020)
DianChao Lin, Saif Eddin Jabari
Comparative Analysis of Economic Instruments in Intersection Operation: A User-Based Perspective. ITSC (2020)
Ouafa Benkraouda, Bilal Thonnam Thodi, Hwasoo Yeo, Mónica Menéndez, Saif Eddin Jabari
Traffic Data Imputation using Deep Convolutional Neural Networks. CoRR (2020)
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)
DianChao Lin, Li Li, Saif Eddin Jabari
Pay to change lanes: A cooperative lane-changing strategy for connected/automated driving. CoRR (2019)
Wenqing Li, Yue Wang, Saif Eddin Jabari
Fault isolation based on online sparse optimization of streaming faulty data. CDC (2019)
DianChao Lin, Saif Eddin Jabari
Transferable Utility Games based Intersection Control for Connected Vehicles. ITSC (2019)
Saif Eddin Jabari, Nikolaos M. Freris, Deepthi Mary Dilip
Sparse Travel Time Estimation from Streaming Data. CoRR (2018)
Li Li, Saif Eddin Jabari
Position weighted backpressure intersection control for connected urban networks. CoRR (2018)
Fangfang Zheng, Saif Eddin Jabari, Henry X. Liu, DianChao Lin
Traffic state estimation using stochastic Lagrangian dynamics. CoRR (2018)
Deepthi Mary Dilip, DianChao Lin, Saif Eddin Jabari
Learning Traffic Flow Dynamics using Random Fields. CoRR (2018)