Taoan Huang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Integer Program

Heuristic Function

Top Venues

Publications

Weiran Shen, Minbiao Han, Weizhe Chen, Taoan Huang, Rohit Singh, Haifeng Xu, Fei Fang
An extensive study of security games with strategic informants. Artif. Intell. 334 (2024)
Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search. AAAI (2024)
Junyang Cai, Taoan Huang, Bistra Dilkina
Learning Backdoors for Mixed Integer Programs with Contrastive Learning. CoRR (2024)
Weimin Huang, Taoan Huang, Aaron M. Ferber, Bistra Dilkina
Distributional MIPLIB: a Multi-Domain Library for Advancing ML-Guided MILP Methods. CoRR (2024)
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)
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning. CoRR (2023)
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
Local Branching Relaxation Heuristics for Integer Linear Programs. CPAIOR (2023)
Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search. CoRR (2023)
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning. ICML (2023)
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)
Taoan Huang, Vikas Shivashankar, Michael Caldara, Joseph W. Durham, Jiaoyang Li, Bistra Dilkina, Sven Koenig
Deadline-Aware Multi-Agent Tour Planning. ICAPS (2023)
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 (2023)
Shuwei Wang, Vadim Bulitko, Taoan Huang, Sven Koenig, Roni Stern
Synthesizing Priority Planning Formulae for Multi-Agent Pathfinding. AIIDE (2023)
Aaron M. Ferber, Arman Zharmagambetov, Taoan Huang, Bistra Dilkina, Yuandong Tian
GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature. CoRR (2023)
Sumedh Pendurkar, Taoan Huang, Brendan Juba, Jiapeng Zhang, Sven Koenig, Guni Sharon
The (Un)Scalability of Informed Heuristic Function Estimation in NP-Hard Search Problems. Trans. Mach. Learn. Res. 2023 (2023)
Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon
The (Un)Scalability of Heuristic Approximators for NP-Hard Search Problems. CoRR (2022)
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 (2022)
Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon
A Discussion on the Scalability of Heuristic Approximators (Extended Abstract). SOCS (2022)
Shuyang Zhang, Jiaoyang Li, Taoan Huang, Sven Koenig, Bistra Dilkina
Learning a Priority Ordering for Prioritized Planning in Multi-Agent Path Finding. SOCS (2022)
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
Local Branching Relaxation Heuristics for Integer Linear Programs. CoRR (2022)
Taoan Huang, Jiaoyang Li, Sven Koenig, Bistra Dilkina
Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search. AAAI (2022)
Taoan Huang, Sven Koenig, Bistra Dilkina
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search. AAAI (2021)
Taoan Huang, Bistra Dilkina, Sven Koenig
Learning Node-Selection Strategies in Bounded-Suboptimal Conflict-Based Search for Multi-Agent Path Finding. AAMAS (2021)
Taoan Huang, Bistra Dilkina
Enhancing Seismic Resilience of Water Pipe Networks. COMPASS (2020)
Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang
When to Follow the Tip: Security Games with Strategic Informants. IJCAI (2020)
Taoan Huang, Weiran Shen, David Zeng, Tianyu Gu, Rohit Singh, Fei Fang
Green Security Game with Community Engagement. CoRR (2020)
Taoan Huang, Weiran Shen, David Zeng, Tianyu Gu, Rohit Singh, Fei Fang
Green Security Game with Community Engagement. AAMAS (2020)
Taoan Huang, Bistra Dilkina, Sven Koenig
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search. CoRR (2020)
Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests. UAI (2019)
Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests. CoRR (2019)
Taoan Huang, Bohui Fang, Hoon Oh, Xiaohui Bei, Fei Fang
Optimal Trip-Vehicle Dispatch with Multi-Type Requests. AAMAS (2019)