Guillaume Habault

22 papers A* 1A 1B 1C 3Journal 3Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Sample-Level Prototypical Federated Learning. IEEE Trans. Pattern Anal. Mach. Intell. Chuizheng Meng, Jianke Yang, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
2025	—	`conf`	CartoMapQA: A Fundamental Benchmark Dataset Evaluating Vision-Language Models on Cartographic Map Understanding. SIGSPATIAL/GIS Huy Quang Ung, Guillaume Habault, Yasutaka Nishimura, Hao Niu, Roberto Legaspi, Tomoki Oya, Ryoichi Kojima, Masato Taya, Chihiro Ono, Atsunori Minamikawa, Yan Liu
2025	J	`jnl`	CartoMapQA: A Fundamental Benchmark Dataset Evaluating Vision-Language Models on Cartographic Map Understanding. CoRR Huy Quang Ung, Guillaume Habault, Yasutaka Nishimura, Hao Niu, Roberto Legaspi, Tomoki Oya, Ryoichi Kojima, Masato Taya, Chihiro Ono, Atsunori Minamikawa, Yan Liu
2024	C	`conf`	Mixture of Projection Experts for Multivariate Long-Term Time Series Forecasting. ICMLA Hao Niu, Guillaume Habault, Defu Cao, Yizhou Zhang, Roberto Legaspi, Huy Quang Ung, James Enouen, Shinya Wada, Chihiro Ono, Atsunori Minamikawa, Yan Liu
2023	—	`conf`	A Classical Machine Learning Method for Locomotion and Transportation Recognition using both Motion and Location Data. UbiComp/ISWC Adjunct Guillaume Habault, Huy Quang Ung, Shinya Wada
2023	B	`conf`	ICDAR'23: Intelligent Cross-Data Analysis and Retrieval. ICMR Guillaume Habault, Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Yuta Nakashima, Cathal Gurrin
2023	—	`ed.`	Proceedings of the 4th ACM Workshop on Intelligent Cross-Data Analysis and Retrieval, ICDAR 2023, Thessaloniki, Greece, June 12-15, 2023 ICDAR@ICMR Guillaume Habault, Minh-Son Dao, Michael Alexander Riegler, Duc-Tien Dang-Nguyen, Yuta Nakashima, Cathal Gurrin
2023	A	`conf`	Time-delayed Multivariate Time Series Predictions. SDM Hao Niu, Guillaume Habault, Roberto Legaspi, Chuizheng Meng, Defu Cao, Shinya Wada, Chihiro Ono, Yan Liu
2022	—	`conf`	Mu2ReST: Multi-resolution Recursive Spatio-Temporal Transformer for Long-Term Prediction. PAKDD (1) Hao Niu, Chuizheng Meng, Defu Cao, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
2022	A*	`conf`	Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data. IJCAI Chuizheng Meng, Hao Niu, Guillaume Habault, Roberto Legaspi, Shinya Wada, Chihiro Ono, Yan Liu
2021	—	`conf`	Influence of Land Use information over performance when predicting spatiotemporal electricity load demand. IEEE BigData Guillaume Habault, Shinya Wada, Chihiro Ono
2021	C	`conf`	Is Adding More Modalities Better in a Multimodal Spatio-temporal Prediction Scenario? A Case Study on Japan Air Quality. MobiQuitous Yutaro Mishima, Guillaume Habault, Shinya Wada
2020	—	`conf`	Elucidating the extent by which population staying patterns help improve electricity load demand predictions. IEEE BigData Guillaume Habault, Shinya Wada, Rui Kimura, Chihiro Ono
2019	—	`conf`	Detecting errors in short-term electricity demand forecast using people dynamics. IEEE BigData Guillaume Habault, Yasutaka Nishimura, Kiyohito Yoshihara, Chihiro Ono
2018	—	`conf`	Delivery Management System Based on Vehicles Monitoring and a Machine-Learning Mechanism. VTC Fall Guillaume Habault, Yuya Taniguchi, Naoaki Yamanaka
2017	—	`conf`	An efficient electric vehicle charging architecture based on LoRa communication. SmartGridComm Ange Ouya, Blanca Martínez de Aragón, Cécile Bouette, Guillaume Habault, Nicolas Montavont, Georgios Z. Papadopoulos
2017	J	`jnl`	Monitoring Traffic Optimization in a Smart Grid. IEEE Trans. Ind. Informatics Guillaume Habault, Maxime Lefrançois, François Lemercier, Nicolas Montavont, Periklis Chatzimisios, Georgios Z. Papadopoulos
2016	—	`conf`	Defining a Distributed Architecture for Smart Energy Aware Systems. CSDM Guillaume Habault, Jani Hursti, Jean-Marie Bonnin
2016	C	`conf`	Effective communicating optimization for V2G with electric bus. INDIN Toshichika Shiobara, Guillaume Habault, Jean-Marie Bonnin, Hiroaki Nishi
2015	—	`—`	Service-based Networking for M2M Communications. (Réseaux basés sur les services disponibles et appliqués aux communications de machine à machine). Guillaume Habault
2014	—	`conf`	Service-based network selection proposal for complex heterogeneous environments. GLOBECOM Workshops Guillaume Habault, Laurent Toutain, Nicolas Montavont, Philippe Bertin
2013	—	`conf`	Lightweight service announcement: The case for Wi-Fi M2M service providers. IEEE ANTS Guillaume Habault, Patrick Maillé, Laurent Toutain, Alexander Pelov, Nicolas Montavont, Philippe Bertin