publications

2026

1. OPINE-World: Programmatic World Modeling with Ontology-error-Prioritized Interactive Exploration for ARC-AGI-3

   David Courtis, Wenhao Li, and Scott Sanner

   arXiv preprint, 2026

   arXiv Blog X LinkedIn
2. Structure-Aware Graph Hypernetworks for Neural Program Synthesis

   Wenhao Li, Yudong Xu, Elias Boutros Khalil, and 1 more author

   In The Fourteenth International Conference on Learning Representations, 2026

   OpenReview Poster
3. Certifiable Boolean Reasoning Is Universal

   Wenhao Li, Anastasis Kratsios, Hrad Ghoukasian, and 1 more author

   arXiv preprint, 2026

   arXiv
4. Large Neighborhood Search meets Iterative Neural Constraint Heuristics

   Yudong Xu, Wenhao Li, Scott Sanner, and 1 more author

   In The 23rd International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2026

2025

1. Tackling the Abstraction and Reasoning Corpus with Vision Transformers: the Importance of 2D Representation, Positions, and Objects

   Wenhao Li, Yudong Xu, Scott Sanner, and 1 more author

   Transactions on Machine Learning Research, 2025

   TMLR Code X 🔥 248K views · 1.3K likes
2. End-to-End Synthesis of Neural Programs in Weight Space

   Wenhao Li, Yudong Xu, Elias Boutros Khalil, and 1 more author

   In Workshop on Neural Network Weights as a New Data Modality, 2025
3. Self-Supervised Transformers as Iterative Solution Improvers for Constraint Satisfaction

   Yudong Xu, Wenhao Li, Scott Sanner, and 1 more author

   In Forty-second International Conference on Machine Learning, 2025

2024

1. LLMs and the Abstraction and Reasoning Corpus: Successes, Failures, and the Importance of Object-based Representations

   Yudong Xu, Wenhao Li, Pashootan Vaezipoor, and 2 more authors

   Transactions on Machine Learning Research, 2024