Taoan Huang
University of Southern California
H-index: 6
North America-United States
Top articles of Taoan Huang
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Landscape surrogate: Learning decision losses for mathematical optimization under partial information
Advances in Neural Information Processing Systems
2024/2/13
Learning Backdoors for Mixed Integer Programs with Contrastive Learning
arXiv preprint arXiv:2401.10467
2024/1/19
Taoan Huang
H-Index: 2
Bistra Dilkina
H-Index: 22
Contrastive Predict-and-Search for Mixed Integer Linear Programs
2023/10/13
Synthesizing priority planning formulae for multi-agent pathfinding
Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment
2023/10/6
GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature
arXiv preprint arXiv:2310.02442
2023/10/3
The (Un) Scalability of Informed Heuristic Function Estimation in NP-Hard Search Problems
Transactions on Machine Learning Research
2023/8/29
Searching large neighborhoods for integer linear programs with contrastive learning
2023/7/3
Taoan Huang
H-Index: 2
Bistra Dilkina
H-Index: 22
Surco: Learning linear surrogates for combinatorial nonlinear optimization problems
2023/7/3
Deadline-aware multi-agent tour planning
Proceedings of the International Conference on Automated Planning and Scheduling
2023/7/1
Local branching relaxation heuristics for integer linear programs
2023/5/23
The (un) scalability of heuristic approximators for NP-Hard search problems
arXiv preprint arXiv:2209.03393
2022/9/7
Taoan Huang
H-Index: 2
Sven Koenig
H-Index: 44
A discussion on the scalability of heuristic approximators
Proceedings of the International Symposium on Combinatorial Search
2022/7/17
Taoan Huang
H-Index: 2
Sven Koenig
H-Index: 44
Learning a priority ordering for prioritized planning in multi-agent path finding
Proceedings of the International Symposium on Combinatorial Search
2022/7/17
Anytime multi-agent path finding via machine learning-guided large neighborhood search
Proceedings of the AAAI Conference on Artificial Intelligence
2022/6/28
Learning to resolve conflicts for multi-agent path finding with conflict-based search
Proceedings of the AAAI conference on artificial intelligence
2021/5/18
Learning node-selection strategies in bounded suboptimal conflict-based search for multi-agent path finding
International joint conference on autonomous agents and multiagent systems (AAMAS)
2021/1
Enhancing seismic resilience of water pipe networks
2020/6/15
Taoan Huang
H-Index: 2
Bistra Dilkina
H-Index: 22
Green security game with community engagement
arXiv preprint arXiv:2002.09126
2020/2/21
Dynamic trip-vehicle dispatch with scheduled and on-demand requests
2020/8/6
Co-Authors
