Julien Monteil

39 papers A 4Journal 23Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Geometric Collaborative Filtering with Convergence. AISTATS Hisham Husain, Julien Monteil
2025	A	`conf`	In-context Learning for Addressing User Cold-start in Sequential Movie Recommenders. RecSys Xurong Liang, Vu Nguyen, Vuong Le, Paul Albert, Julien Monteil
2025	J	`jnl`	On the Mechanisms of Collaborative Learning in VAE Recommenders. CoRR Tung-Long Vuong, Julien Monteil, Hien Dang, Volodymyr Vaskovych, Trung Le, Vu Nguyen
2025	A	`conf`	Personalised Outfit Recommendation via History-aware Transformers. WSDM Myong Chol Jung, Julien Monteil, Philip Schulz, Volodymyr Vaskovych
2024	J	`jnl`	Geometric Collaborative Filtering with Convergence. CoRR Hisham Husain, Julien Monteil
2024	J	`jnl`	Learning Visual Hierarchies with Hyperbolic Embeddings. CoRR Ziwei Wang, Sameera Ramasinghe, Chenchen Xu, Julien Monteil, Loris Bazzani, Thalaiyasingam Ajanthan
2024	A	`conf`	MARec: Metadata Alignment for cold-start Recommendation. RecSys Julien Monteil, Volodymyr Vaskovych, Wentao Lu, Anirban Majumder, Anton van den Hengel
2024	J	`jnl`	MARec: Metadata Alignment for cold-start Recommendation. CoRR Julien Monteil, Volodymyr Vaskovych, Wentao Lu, Anirban Majumder, Anton van den Hengel
2024	J	`jnl`	Personalised Outfit Recommendation via History-aware Transformers. CoRR David Jung, Julien Monteil, Philip Schulz, Volodymyr Vaskovych
2022	J	`jnl`	On Model Selection for Scalable Time Series Forecasting in Transport Networks. IEEE Trans. Intell. Transp. Syst. Julien Monteil, Anton Dekusar, Claudio Gambella, Yassine Lassoued, Martin Mevissen
2021	J	`jnl`	Personalized optimization with user's feedback. Autom. Andrea Simonetto, Emiliano Dall'Anese, Julien Monteil, Andrey Bernstein
2020	J	`jnl`	Using deep learning to extend the range of air pollution monitoring and forecasting. J. Comput. Phys. Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha
2019	J	`jnl`	$\mathcal{L}_2$ and $\mathcal{L}_{\infty}$ Stability Analysis of Heterogeneous Traffic With Application to Parameter Optimization for the Control of Automated Vehicles. IEEE Trans. Control. Syst. Technol. Julien Monteil, Mélanie Bouroche, Douglas J. Leith
2019	J	`jnl`	A city-scale IoT-enabled ridesharing platform. CoRR Claudio Gambella, Julien Monteil, Anton Dekusar, Sergio Cabrero Barros, Andrea Simonetto, Yassine Lassoued
2019	J	`jnl`	Deep Learning to Scale up Time Series Traffic Prediction. CoRR Julien Monteil, Anton Dekusar, Claudio Gambella, Yassine Lassoued, Martin Mevissen
2019	J	`jnl`	On L∞ string stability of nonlinear bidirectional asymmetric heterogeneous platoon systems. Autom. Julien Monteil, Giovanni Russo, Robert Shorten
2019	—	`conf`	On the coexistence of human-driven and automated vehicles within platoon systems. ECC Julien Monteil, Giovanni Russo
2019	J	`jnl`	On the needs for MaaS platforms to handle competition in ridesharing mobility. CoRR Venktesh Pandey, Julien Monteil, Claudio Gambella, Andrea Simonetto
2019	J	`jnl`	Personalized Optimization with User's Feedback. CoRR Andrea Simonetto, Emiliano Dall'Anese, Julien Monteil, Andrey Bernstein
2018	J	`jnl`	A Hidden Markov Model for Route and Destination Prediction. CoRR Yassine Lassoued, Julien Monteil, Yingqi Gu, Giovanni Russo, Robert Shorten, Martin Mevissen
2018	J	`jnl`	Bayesian Classifier for Route Prediction with Markov Chains. CoRR Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
2018	—	`conf`	Bayesian classifier for Route prediction with Markov chains. ITSC Jonathan P. Epperlein, Julien Monteil, Mingming Liu, Yingqi Gu, Sergiy Zhuk, Robert Shorten
2018	J	`jnl`	Context-dependent reconfiguration of autonomous vehicles in mixed traffic. J. Softw. Evol. Process. José Miguel Horcas, Julien Monteil, Mélanie Bouroche, Mónica Pinto, Lidia Fuentes, Siobhán Clarke
2018	J	`jnl`	On L CoRR Julien Monteil, Giovanni Russo, Robert Shorten
2018	J	`jnl`	Scaling up Deep Learning for PDE-based Models. CoRR Philipp Haehnel, Jakub Marecek, Julien Monteil, Fearghal O'Donncha
2017	—	`conf`	A hidden Markov model for route and destination prediction. ITSC Yassine Lassoued, Julien Monteil, Yingqi Gu, Giovanni Russo, Robert Shorten, Martin Mevissen
2017	J	`jnl`	On the Design of Nonlinear Distributed Control Protocols for Platooning Systems. IEEE Control. Syst. Lett. Julien Monteil, Giovanni Russo
2016	—	`conf`	A convex optimisation approach to traffic signal control. ITSC Víctor Valls, Julien Monteil, Mélanie Bouroche
2016	—	`conf`	Adaptive PID feedback control for the longitudinal dynamics of driver-assisted vehicles in mixed traffic. ITSC Julien Monteil, Jacques Sau, Mélanie Bouroche
2016	J	`jnl`	L CoRR Julien Monteil, Mélanie Bouroche, Douglas J. Leith
2016	—	`conf`	Robust parameter estimation of car-following models considering practical non-identifiability. ITSC Julien Monteil, Mélanie Bouroche
2016	—	`conf`	Towards autonomic urban traffic control with collaborative multi-policy reinforcement learning. ITSC Ivana Dusparic, Julien Monteil, Vinny Cahill
2015	—	`conf`	Increasing Information in Socio-Technical MAS Considered Contentious. SASO Workshops Vivek Nallur, Julien Monteil, Tyler Sammons, Mélanie Bouroche, Siobhán Clarke
2015	—	`conf`	Real Time Estimation of Drivers' Behaviour. ITSC Julien Monteil, Niall O'Hara, Vinny Cahill, Mélanie Bouroche
2015	—	`conf`	Towards Evaluating the Benefits of Inter-vehicle Coordination. ITSC Niall O'Hara, Marco Slot, Julien Monteil, Vinny Cahill, Mélanie Bouroche
2014	—	`conf`	Can C-ITS lead to the emergence of Traffic Management 2.0? ITSC Romain Billot, Nour-Eddin El Faouzi, Maxime Guériau, Julien Monteil
2014	—	`—`	Investigating the effects of cooperative vehicles on highway traffic flow homogenization: analytical and simulation studies. Julien Monteil
2014	J	`jnl`	Linear and Weakly Nonlinear Stability Analyses of Cooperative Car-Following Models. IEEE Trans. Intell. Transp. Syst. Julien Monteil, Romain Billot, Jacques Sau, Nour-Eddin El Faouzi
2014	J	`jnl`	Real-Time Estimation of Pollution Emissions and Dispersion from Highway Traffic. Comput. Aided Civ. Infrastructure Eng. Samitha Samaranayake, Steven D. Glaser, David Holstius, Julien Monteil, Ken Tracton, Edmund Seto, Alexandre M. Bayen