| 2025 | CPAIOR | Multi-task Representation Learning for Mixed Integer Linear Programming. | Junyang Cai, Taoan Huang, Bistra Dilkina |
| 2024 | AAAI | Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search. | Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig |
| 2024 | ECAI | Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning. | Junyang Cai, Taoan Huang, Bistra Dilkina |
| 2024 | ICML | GenCO: Generating Diverse Designs with Combinatorial Constraints. | Aaron M. Ferber, Arman Zharmagambetov, Taoan Huang, Bistra Dilkina, Yuandong Tian |
| 2024 | ICML | Contrastive Predict-and-Search for Mixed Integer Linear Programs. | Taoan Huang, Aaron M. Ferber, Arman Zharmagambetov, Yuandong Tian, Bistra Dilkina |
| 2023 | CPAIOR | Local Branching Relaxation Heuristics for Integer Linear Programs. | Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner |
| 2023 | ICML | SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems. | Aaron M. Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian |
| 2023 | ICML | Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning. | Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner |
| 2022 | AAAI | Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search. | Taoan Huang, Jiaoyang Li, Sven Koenig, Bistra Dilkina |
| 2022 | SoCS | A Discussion on the Scalability of Heuristic Approximators (Extended Abstract). | Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon |
| 2022 | SoCS | Learning a Priority Ordering for Prioritized Planning in Multi-Agent Path Finding. | Shuyang Zhang, Jiaoyang Li, Taoan Huang, Sven Koenig, Bistra Dilkina |
| 2021 | AAAI | Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search. | Taoan Huang, Sven Koenig, Bistra Dilkina |
| 2020 | IJCAI | When to Follow the Tip: Security Games with Strategic Informants. | Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang |
| 2019 | UAI | Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests. | Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang |