| Learning to resolve conflicts for multi-agent path finding with conflict-based search T Huang, S Koenig, B Dilkina Proceedings of the AAAI conference on artificial intelligence 35 (13), 11246 …, 2021 | 31 | 2021 |
| Learning node-selection strategies in bounded suboptimal conflict-based search for multi-agent path finding T Huang, B Dilkina, S Koenig International joint conference on autonomous agents and multiagent systems …, 2021 | 27 | 2021 |
| Anytime multi-agent path finding via machine learning-guided large neighborhood search T Huang, J Li, S Koenig, B Dilkina Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9368-9376, 2022 | 22 | 2022 |
| Surco: Learning linear surrogates for combinatorial nonlinear optimization problems AM Ferber, T Huang, D Zha, M Schubert, B Steiner, B Dilkina, Y Tian International Conference on Machine Learning, 10034-10052, 2023 | 12 | 2023 |
| Searching large neighborhoods for integer linear programs with contrastive learning T Huang, AM Ferber, Y Tian, B Dilkina, B Steiner International Conference on Machine Learning, 13869-13890, 2023 | 10 | 2023 |
| Learning a priority ordering for prioritized planning in multi-agent path finding S Zhang, J Li, T Huang, S Koenig, B Dilkina Proceedings of the International Symposium on Combinatorial Search 15 (1 …, 2022 | 10 | 2022 |
| Green security game with community engagement T Huang, W Shen, D Zeng, T Gu, R Singh, F Fang The 19th International Conference on Autonomous Agents and MultiAgent …, 2020 | 9 | 2020 |
| Dynamic trip-vehicle dispatch with scheduled and on-demand requests T Huang, B Fang, X Bei, F Fang Uncertainty in artificial intelligence, 250-260, 2020 | 8* | 2020 |
| Deadline-aware multi-agent tour planning T Huang, V Shivashankar, M Caldara, J Durham, J Li, B Dilkina, S Koenig Proceedings of the International Conference on Automated Planning and …, 2023 | 7 | 2023 |
| When to follow the tip: security games with strategic informants W Shen, W Chen, T Huang, R Singh, F Fang Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020 | 5 | 2020 |
| Enhancing seismic resilience of water pipe networks T Huang, B Dilkina Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable …, 2020 | 5 | 2020 |
| Landscape surrogate: Learning decision losses for mathematical optimization under partial information A Zharmagambetov, B Amos, A Ferber, T Huang, B Dilkina, Y Tian Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| Local branching relaxation heuristics for integer linear programs T Huang, A Ferber, Y Tian, B Dilkina, B Steiner International Conference on Integration of Constraint Programming …, 2023 | 2 | 2023 |
| A discussion on the scalability of heuristic approximators S Pendurkar, T Huang, S Koenig, G Sharon Proceedings of the International Symposium on Combinatorial Search 15 (1 …, 2022 | 2 | 2022 |
| Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search T Phan, T Huang, B Dilkina, S Koenig Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17514 …, 2024 | 1 | 2024 |
| The (un) scalability of heuristic approximators for NP-Hard search problems S Pendurkar, T Huang, S Koenig, G Sharon arXiv preprint arXiv:2209.03393, 2022 | 1 | 2022 |
| Learning Backdoors for Mixed Integer Programs with Contrastive Learning J Cai, T Huang, B Dilkina arXiv preprint arXiv:2401.10467, 2024 | | 2024 |
| Contrastive Predict-and-Search for Mixed Integer Linear Programs T Huang, AM Ferber, A Zharmagambetov, Y Tian, B Dilkina | | 2023 |
| Synthesizing priority planning formulae for multi-agent pathfinding S Wang, V Bulitko, T Huang, S Koenig, R Stern Proceedings of the AAAI Conference on Artificial Intelligence and …, 2023 | | 2023 |
| GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature A Ferber, A Zharmagambetov, T Huang, B Dilkina, Y Tian arXiv preprint arXiv:2310.02442, 2023 | | 2023 |
Bistra DilkinaAssoc. Professor of Computer Science and co-Director of the Center for AI in Society, USCVerified email at usc.edu
