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ORCIDBistra Dilkina
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Publications
- 2024
[c85]Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig:
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search. AAAI 2024: 17514-17522- [i41]Junyang Cai, Taoan Huang, Bistra Dilkina:
Learning Backdoors for Mixed Integer Programs with Contrastive Learning. CoRR abs/2401.10467 (2024) - 2023
- [c84]Taoan Huang, Vikas Shivashankar, Michael Caldara, Joseph W. Durham, Jiaoyang Li, Bistra Dilkina, Sven Koenig:
Deadline-Aware Multi-Agent Tour Planning. ICAPS 2023: 189-197 - [c82]Taoan Huang
, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner:
Local Branching Relaxation Heuristics for Integer Linear Programs. CPAIOR 2023: 96-113 - [c79]Aaron M. Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian:
SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems. ICML 2023: 10034-10052 - [c78]Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner:
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning. ICML 2023: 13869-13890 - [c76]Arman Zharmagambetov, Brandon Amos, Aaron M. Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian:
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information. NeurIPS 2023 - [i39]Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner:
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning. CoRR abs/2302.01578 (2023) - [i36]Arman Zharmagambetov, Brandon Amos, Aaron M. Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian:
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information. CoRR abs/2307.08964 (2023) - [i35]Aaron M. Ferber, Arman Zharmagambetov, Taoan Huang, Bistra Dilkina, Yuandong Tian:
GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature. CoRR abs/2310.02442 (2023) - [i33]Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig:
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search. CoRR abs/2312.16767 (2023) - 2022
- [c74]Taoan Huang, Jiaoyang Li, Sven Koenig, Bistra Dilkina:
Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search. AAAI 2022: 9368-9376 - [c70]Shuyang Zhang, Jiaoyang Li, Taoan Huang, Sven Koenig, Bistra Dilkina:
Learning a Priority Ordering for Prioritized Planning in Multi-Agent Path Finding. SOCS 2022: 208-216 - [i32]Aaron M. Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian:
SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems. CoRR abs/2210.12547 (2022) - [i31]Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner:
Local Branching Relaxation Heuristics for Integer Linear Programs. CoRR abs/2212.08183 (2022) - 2021
- [c68]Taoan Huang, Sven Koenig, Bistra Dilkina:
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search. AAAI 2021: 11246-11253 - [c66]Taoan Huang, Bistra Dilkina, Sven Koenig:
Learning Node-Selection Strategies in Bounded-Suboptimal Conflict-Based Search for Multi-Agent Path Finding. AAMAS 2021: 611-619 - 2020
- [c58]Taoan Huang, Bistra Dilkina:
Enhancing Seismic Resilience of Water Pipe Networks. COMPASS 2020: 44-52 - [i22]Taoan Huang, Bistra Dilkina, Sven Koenig:
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search. CoRR abs/2012.06005 (2020)
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