Grid Differentiated Services: A Reinforcement Learning Approach. - Julien Perez; Cécile Germain-Renaud; Balázs Kégl; Charles Loomis (CCGRID, 2008)

Utility-Based Reinforcement Learning for Reactive Grids. - Julien Perez; Cécile Germain-Renaud; Balázs Kégl; Charles Loomis (ICAC, 2008)

Grid Coevolution for Adaptive Simulations: Application to the Building of Opening Books in the Game of Go. - Pierre Audouard; Guillaume Chaslot; Jean-Baptiste Hoock; Julien Perez; Arpad Rimmel; Olivier Teytaud (EvoWorkshops, 2009)

Toward autonomic grids: analyzing the job flow with affinity streaming. - Xiangliang Zhang 001; Cyril Furtlehner; Julien Perez; Cécile Germain-Renaud; Michèle Sebag (KDD, 2009)

Combiner connaissances expertes, hors-ligne, transientes et en ligne pour l'exploration Monte-Carlo. Apprentissage et MC. - Guillaume Chaslot; L. Chatriot; Christophe Fiter; Sylvain Gelly; Jean-Baptiste Hoock; Julien Perez; Arpad Rimmel; Olivier Teytaud (Rev. d'Intelligence Artif., 2009)

A Principled Method for Exploiting Opening Books. - Romaric Gaudel; Jean-Baptiste Hoock; Julien Perez; Nataliya Sokolovska; Olivier Teytaud (Computers and Games, 2010)

Multi-objective Reinforcement Learning for Responsive Grids. - Julien Perez; Cécile Germain-Renaud; Balázs Kégl; Charles Loomis (J. Grid Comput., 2010)

User-centric Content Distribution Network architecture. - Hai Anh Tran; Abdelhamid Mellouk; Said Hoceini; Julien Perez (ICUMT, 2012)

A robust, adaptive and hierarchical knowledge dissemination architecture. - Sami Souihi; Julien Perez; Said Hoceini; Abdelhamid Mellouk (GLOBECOM, 2013)

QoE-Based Server Selection for Content Distribution Networks. - Hai Anh Tran; Said Hoceini; Abdelhamid Mellouk; Julien Perez; Sherali Zeadally (IEEE Trans. Computers, 2014)

XRCE Personal Language Analytics Engine for Multilingual Author Profiling: Notebook for PAN at CLEF 2015. - Scott Nowson; Julien Perez; Caroline Brun; Shachar Mirkin; Claude Roux (CLEF (Working Notes), 2015)

Motivating Personality-aware Machine Translation. - Shachar Mirkin; Scott Nowson; Caroline Brun; Julien Perez (EMNLP, 2015)

Accelerating Stochastic Gradient Descent via Online Learning to Sample. - Guillaume Bouchard; Théo Trouillon; Julien Perez; Adrien Gaidon (CoRR, 2015)

A Recurrent and Compositional Model for Personality Trait Recognition from Short Texts. - Fei Liu 023; Julien Perez; Scott Nowson (PEOPLES@COLING, 2016)

XRCE at SemEval-2016 Task 5: Feedbacked Ensemble Modeling on Syntactico-Semantic Knowledge for Aspect Based Sentiment Analysis. - Caroline Brun; Julien Perez; Claude Roux (SemEval@NAACL-HLT, 2016)

Dialog state tracking, a machine reading approach using a memory-enhanced neural network. - Julien Perez (CoRR, 2016)

Spectral decomposition method of dialog state tracking via collective matrix factorization. - Julien Perez (Dialogue Discourse, 2016)

Energy-aware probing period dimensioning algorithms for mobile WSN-HEAP. - Nouha Sghaier; Julien Perez; Brice Augustin; Abdelhamid Mellouk (Int. J. Sens. Networks, 2016)

A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts. - Fei Liu 023; Julien Perez; Scott Nowson (EACL (1), 2017)

Gated End-to-End Memory Networks. - Fei Liu 023; Julien Perez (EACL (1), 2017)

Dialog state tracking, a machine reading approach using Memory Network. - Julien Perez; Fei Liu 023 (EACL (1), 2017)

Hybrid Feature Factored System for Scoring Extracted Passage Relevance in Regulatory Filings. - Denys Proux; Claude Roux; Ágnes Sándor; Julien Perez (DSMM@SIGMOD, 2017)

Non-Markovian Control with Gated End-to-End Memory Policy Networks. - Julien Perez; Tomi Silander (CoRR, 2017)

ReviewQA: a relational aspect-based opinion reading dataset. - Quentin Grail; Julien Perez (CoRR, 2018)

Implicit Discourse Relation Classification with Syntax-Aware Contextualized Word Representations. - Diana Nicoleta Popa; Julien Perez; James Henderson 001; Éric Gaussier (FLAIRS, 2019)

Dialog System Technology Challenge 7. - Koichiro Yoshino; Chiori Hori; Julien Perez; Luis Fernando D'Haro; Lazaros Polymenakos; R. Chulaka Gunasekara; Walter S. Lasecki; Jonathan K. Kummerfeld; Michel Galley; Chris Brockett; Jianfeng Gao 001; Bill Dolan; et al. (CoRR, 2019)

Overview of the sixth dialog system technology challenge: DSTC6. - Chiori Hori; Julien Perez; Ryuichiro Higashinaka; Takaaki Hori; Y-Lan Boureau; Michimasa Inaba; Yuiko Tsunomori; Tetsuro Takahashi; Koichiro Yoshino; Seokhwan Kim (Comput. Speech Lang., 2019)

Learning Visual Representations with Caption Annotations. - Mert Bülent Sariyildiz; Julien Perez; Diane Larlus (ECCV (8), 2020)

Globalizing BERT-based Transformer Architectures for Long Document Summarization. - Quentin Grail; Julien Perez; Éric Gaussier (EACL, 2021)

Demonstration-Conditioned Reinforcement Learning for Few-Shot Imitation. - Christopher R. Dance; Julien Perez; Théo Cachet (ICML, 2021)

Learning Reachable Manifold and Inverse Mapping for a Redundant Robot manipulator. - Seungsu Kim; Julien Perez (ICRA, 2021)

Towards syntax-aware token embeddings. - Diana Nicoleta Popa; Julien Perez; James Henderson 001; Éric Gaussier (Nat. Lang. Eng., 2021)

A Hierarchical Scheme for Adapting Learned Quadruped Locomotion. - Michel Aractingi; Pierre-Alexandre Léziart; Thomas Flayols; Julien Perez; Tomi Silander; Philippe Souères (Humanoids, 2023)

Safety-Aware Unsupervised Skill Discovery. - Sunin Kim; Jaewoon Kwon; Taeyoon Lee; Younghyo Park; Julien Perez (ICRA, 2023)

LARG, Language-based Automatic Reward and Goal Generation. - Julien Perez; Denys Proux; Claude Roux; Michael Niemaz (CoRR, 2023)

Controlling the Solo12 Quadruped Robot with Deep Reinforcement Learning. - Michel Aractingi; Pierre-Alexandre Léziart; Thomas Flayols; Julien Perez; Tomi Silander; Philippe Souères (CoRR, 2023)

Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation. - Paul Jansonnie; Bingbing Wu; Julien Perez; Jan Peters 001 (Humanoids, 2024)

SLIM: Skill Learning with Multiple Critics. - David Emukpere; Bingbing Wu; Julien Perez; Jean-Michel Renders (ICRA, 2024)

Attention-Based Cloth Manipulation from Model-free Topological Representation. - Kevin Galassi; Bingbing Wu; Julien Perez; Gianluca Palli; Jean-Michel Renders (ICRA, 2024)

DiffVersify: a Scalable Approach to Differentiable Pattern Mining with Coverage Regularization. - Thibaut Chataing; Julien Perez; Marc Plantevit; Céline Robardet (ECML/PKDD (6), 2024)

AKD : Adversarial Knowledge Distillation For Large Language Models Alignment on Coding tasks. - Ilyas Oulkadda; Julien Perez (CoRR, 2025)