Julien Monteil

Centre National de la Recherche Scientifique — France

Engineering · Physical Sciences

17h-index1.2kcitations62works0.82yr avg
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Research Topics

Traffic control and management(35), Transportation Planning and Optimization(29), Traffic Prediction and Management Techniques(18), Autonomous Vehicle Technology and Safety(8), Vehicular Ad Hoc Networks (VANETs)(7)

Publications62 total

In-context Learning for Addressing User Cold-start in Sequential Movie Recommenders
2025
A Queuing Model for Short Time Scale Sleep Mode Evaluation in 5G Base Stations
2025
Personalised Outfit Recommendation via History-aware Transformers
2025· 2 citedOpen Access
Learning Visual Hierarchies in Hyperbolic Space for Image Retrieval
arXiv (Cornell University)·2024Open Access
MARec: Metadata Alignment for cold-start Recommendation
2024· 3 citedOpen Access
Geometric Collaborative Filtering with Convergence
arXiv (Cornell University)·2024Open Access
Personalized optimization with user’s feedback
Automatica·2021· 9 citedOpen Access
Incentives for Ridesharing: A Case Study of Welfare and Traffic Congestion
Journal of Advanced Transportation·2021· 12 citedOpen Access
From homogeneous to heterogeneous traffic flows: <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si5.svg"><mml:msub><mml:mi mathvariant="script">L</mml:mi><mml:mi mathvariant="bold">p</mml:mi></mml:msub></mml:math> String stability under uncertain model parameters
Transportation Research Part B Methodological·2021· 76 cited
On Model Selection for Scalable Time Series Forecasting in Transport Networks
IEEE Transactions on Intelligent Transportation Systems·2021· 2 citedOpen Access
Using deep learning to extend the range of air pollution monitoring and forecasting
Journal of Computational Physics·2020· 48 citedOpen Access
On model selection for scalable time series forecasting in transport\n networks
arXiv (Cornell University)·2019Open Access
On the needs for MaaS platforms to handle competition in ridesharing mobility
Transportation Research Part C Emerging Technologies·2019· 54 citedOpen Access
Steady-state analysis of second-order traffic models and application to traffic flow control
Transportmetrica B Transport Dynamics·2019· 3 cited
On the coexistence of human-driven and automated vehicles within platoon systems
2019· 10 cited
On <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" overflow="scroll" id="d1e2876" altimg="si4.gif"><mml:msub><mml:mrow><mml:mi mathvariant="script">L</mml:mi></mml:mrow><mml:mrow><mml:mi>∞</mml:mi></mml:mrow></mml:msub></mml:math> string stability of nonlinear bidirectional asymmetric heterogeneous platoon systems
Automatica·2019· 57 cited
Real-time city-scale ridesharing via linear assignment problems
Transportation Research Part C Emerging Technologies·2019· 181 citedOpen Access
Deep Learning to Scale up Time Series Traffic Prediction
arXiv (Cornell University)·2019· 2 citedOpen Access
Bayesian classifier for Route prediction with Markov chains
2018· 15 cited
Scaling up Deep Learning for PDE-based Models
arXiv (Cornell University)·2018· 2 citedOpen Access
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Frequent Co-authors

Nour‐Eddin El Faouzi(11), Mélanie Bouroche(11), Jacques Sau(10), Romain Billot(6), Romain Billot(6), Claudio Gambella(5), Giovanni Russo(5), Robert Shorten(5), Andrea Simonetto(4), Yassine Lassoued(4), Martin Mevissen(4), Maxime Guériau(3), Frédéric Armetta(3), Salima Hassas(3), Vinny Cahill(3), Yingqi Gu(3), Anton Dekusar(3), Douglas J. Leith(2), Jakub Mareček(2), Fearghal O’Donncha(2)