| 2026 | AAAI | Nested Depth Search. | Junkang Li, Tristan Cazenave, Swann Legras, Arthur Queffelec, Vronique Ventos |
| 2025 | ECAI | Pareto-NRPA: A Novel Monte-Carlo Search Algorithm for Multi-Objective Optimization. | No Lallouet, Tristan Cazenave, Cyrille Enderli |
| 2025 | ICML | Exploring Large Action Sets with Hyperspherical Embeddings using von Mises-Fisher Sampling. | Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Tho Bontempelli, Thomas Bouaba, Tristan Cazenave |
| 2024 | ECAI | Enhancing Reinforcement Learning Through Guided Search. | Jrme Arjonilla, Abdallah Saffidine, Tristan Cazenave |
| 2024 | ICAART | Lazy Nested Monte Carlo Search for Coalition Structure Generation. | Milo Roucairol, Jrme Arjonilla, Abdallah Saffidine, Tristan Cazenave |
| 2024 | PPSN | Learning a Prior for Monte Carlo Search by Replaying Solutions to Combinatorial Problems. | Tristan Cazenave |
| 2024 | PPSN | Improving Continuous Monte Carlo Tree Search for Identifying Parameters in Hybrid Gene Regulatory Networks. | Romain Michelucci, Denis Pallez, Tristan Cazenave, Jean-Paul Comet |
| 2023 | AAAI | Warm-Starting Nested Rollout Policy Adaptation with Optimal Stopping. | Chen Dang, Cristina Bazgan, Tristan Cazenave, Morgan Chopin, Pierre-Henri Wuillemin |
| 2023 | ICCCI | Solving the Hydrophobic-Polar Model with Nested Monte Carlo Search. | Milo Roucairol, Tristan Cazenave |
| 2023 | IJCAI | Topological Planning with Post-unique and Unary Actions. | Guillaume Prvost, Stphane Cardon, Tristan Cazenave, Christophe Guettier, ric Jacopin |
| 2023 | RecSys | On the Consistency of Average Embeddings for Item Recommendation. | Walid Bendada, Guillaume Salha-Galvan, Romain Hennequin, Thomas Bouaba, Tristan Cazenave |
| 2023 | SIGIR | A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services. | Walid Bendada, Guillaume Salha-Galvan, Thomas Bouaba, Tristan Cazenave |
| 2023 | SoCS | Hybrid Search with Graph Neural Networks for Constraint-Based Navigation Planning [Extended Abstract]. | Marc-Emmanuel Coupvent des Graviers, Kevin Osanlou, Christophe Guettier, Tristan Cazenave |
| 2022 | AAAI | Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks. | Kevin Osanlou, Jeremy Frank, Andrei Bursuc, Tristan Cazenave, Eric Jacopin, Christophe Guettier, J. Benton |
| 2022 | COCOON | Refutation of Spectral Graph Theory Conjectures with Monte Carlo Search. | Milo Roucairol, Tristan Cazenave |
| 2022 | IJCAI | Generalisation of Alpha-Beta Search for AND-OR Graphs With Partially Ordered Values. | Junkang Li, Bruno Zanuttini, Tristan Cazenave, Vronique Ventos |
| 2020 | ECAI | Monte Carlo Vehicle Routing. | Tristan Cazenave, Jean-Yves Lucas, Hyoseok Kim, Thomas Triboulet |
| 2019 | IROS | Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search. | Kevin Osanlou, Andrei Bursuc, Christophe Guettier, Tristan Cazenave, Eric Jacopin |
| 2018 | IJCAI | Spatial Average Pooling for Computer Go. | Tristan Cazenave |
| 2017 | IJCAI | Memorizing the Playout Policy. | Tristan Cazenave, Eustache Diemert |
| 2017 | IJCAI | Applying Anytime Heuristic Search to Cost-Optimal HTN Planning. | Alexandre Menif, Christophe Guettier, Eric Jacopin, Tristan Cazenave |
| 2017 | IJCAI | Distributed Nested Rollout Policy for SameGame. | Benjamin Ngrevergne, Tristan Cazenave |
| 2016 | AAAI | Nested Monte Carlo Search for Two-Player Games. | Tristan Cazenave, Abdallah Saffidine, Michael John Schofield, Michael Thielscher |
| 2016 | IJCAI | Nested Rollout Policy Adaptation with Selective Policies. | Tristan Cazenave |
| 2016 | KI | Improved Diversity in Nested Rollout Policy Adaptation. | Stefan Edelkamp, Tristan Cazenave |
| 2015 | IJCAI | Generalized Rapid Action Value Estimation. | Tristan Cazenave |
| 2015 | IJCAI | Multi-agent Retrograde Analysis. | Tristan Cazenave |
| 2015 | IJCAI | Sequential Halving for Partially Observable Games. | Tom Pepels, Tristan Cazenave, Mark H. M. Winands |
| 2014 | ECAI | Small and Large MCTS Playouts Applied to Chinese Dark Chess Stochastic Game. | Nicolas Jouandeau, Tristan Cazenave |
| 2014 | ECAI | SHPE: HTN Planning for Video Games. | Alexandre Menif, Eric Jacopin, Tristan Cazenave |
| 2014 | ECAI | Minimizing Simple and Cumulative Regret in Monte-Carlo Tree Search. | Tom Pepels, Tristan Cazenave, Mark H. M. Winands, Marc Lanctot |
| 2013 | IJCAI | Automated Generation of New Concepts from General Game Playing. | Yuichiro Sato, Tristan Cazenave |
| 2012 | ECAI | Multiple-Outcome Proof Number Search. | Abdallah Saffidine, Tristan Cazenave |
| 2010 | COLING | Comparing Sanskrit Texts for Critical Editions. | Marc Csernel, Tristan Cazenave |
| 2010 | ECAI | Nested Monte-Carlo Expression Discovery. | Tristan Cazenave |
| 2010 | ICTAI | Partial Move A*. | Tristan Cazenave |
| 2009 | IJCAI | Nested Monte-Carlo Search. | Tristan Cazenave |
| 2007 | CIBCB | Overestimation for Multiple Sequence Alignment. | Tristan Cazenave |
| 2004 | ECAI | Generalized Widening. | Tristan Cazenave |
| 2001 | IJCAI | Iterative Widening. | Tristan Cazenave |
| 1998 | ECAI | Metaprogramming Forced Moves. | Tristan Cazenave |
| 1998 | FlAIRS | Strategic Evaluation in Complex Domains. | Tristan Cazenave |