Dillon Ze Chen

According to our database, Dillon Ze Chen authored at least 22 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning Bilevel Policies over Symbolic World Models for Long-Horizon Planning.

Dillon Z. Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

CoRR, May, 2026

Satisficing and Optimal Generalised Planning via Goal Regression.

Dillon Z. Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Satisficing and Optimal Generalised Planning via Goal Regression (Extended Version).

Dillon Z. Chen, Till Hofmann, Toryn Q. Klassen, Sheila A. McIlraith

CoRR, November, 2025

Symmetry-Invariant Novelty Heuristics via Unsupervised Weisfeiler-Leman Features.

Dillon Z. Chen

CoRR, August, 2025

Weisfeiler-Leman Features for Planning: A 1,000,000 Sample Size Hyperparameter Study.

Dillon Z. Chen

CoRR, August, 2025

Language Models For Generalised PDDL Planning: Synthesising Sound and Programmatic Policies.

Dillon Z. Chen, Johannes Zenn, Tristan Cinquin, Sheila A. McIlraith

CoRR, August, 2025

Relational GNNs Cannot Learn C₂ Features for Planning.

Dillon Z. Chen

CoRR, June, 2025

Effective Data Generation and Feature Selection in Learning for Planning.

Mingyu Hao, Dillon Z. Chen, Felipe W. Trevizan, Sylvie Thiébaux

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

An Operator-Centric Trustable Decision-Making Tool for Planning Ground Logistic Operations of Beluga Aircraft.

Rebecca Eifler, Nika Beriachvili, Arthur Bit-Monnot, Dillon Z. Chen, Jan Eisenhut, Jörg Hoffmann, Sylvie Thiébaux, Florent Teichteil-Königsbuch

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

Weisfeiler-Leman Features for Planning: A 1, 000, 000 Sample Size Hyperparameter Study.

Dillon Z. Chen

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

AI Planning: A Primer and Survey (Preliminary Report).

Dillon Z. Chen, Pulkit Verma, Siddharth Srivastava, Michael Katz, Sylvie Thiébaux

CoRR, 2024

Graph Learning for Planning: The Story Thus Far and Open Challenges.

Dillon Z. Chen, Mingyu Hao, Sylvie Thiébaux, Felipe W. Trevizan

CoRR, 2024

WLPlan: Relational Features for Symbolic Planning.

Dillon Z. Chen

CoRR, 2024

Deep Learning for Generalised Planning with Background Knowledge.

Dillon Z. Chen, Rostislav Horcík, Gustav Sír

CoRR, 2024

Novelty Heuristics, Multi-Queue Search, and Portfolios for Numeric Planning.

Dillon Z. Chen, Sylvie Thiébaux

Proceedings of the Seventeenth International Symposium on Combinatorial Search, 2024

Graph Learning for Numeric Planning.

Dillon Z. Chen, Sylvie Thiébaux

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning.

Dillon Z. Chen, Felipe W. Trevizan, Sylvie Thiébaux

Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling, 2024

Learning Domain-Independent Heuristics for Grounded and Lifted Planning.

Dillon Ze Chen, Sylvie Thiébaux, Felipe W. Trevizan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

𝒩-WL: A New Hierarchy of Expressivity for Graph Neural Networks.

Qing Wang, Dillon Ze Chen, Asiri Wijesinghe, Shouheng Li, Muhammad Farhan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Heuristic Search for Multi-Objective Probabilistic Planning.

Dillon Ze Chen, Felipe W. Trevizan, Sylvie Thiébaux

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Flexible FOND HTN Planning: A Complexity Analysis.

Dillon Ze Chen, Pascal Bercher

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

2021

Fully Observable Nondeterministic HTN Planning - Formalisation and Complexity Results.

Dillon Ze Chen, Pascal Bercher

Proceedings of the Thirty-First International Conference on Automated Planning and Scheduling, 2021