Taoan Huang

36 papers A* 10A 5B 3C 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 — conf
Multi-task Representation Learning for Mixed Integer Linear Programming.
CPAIOR (1)
Junyang Cai, Taoan Huang, Bistra Dilkina
2024 A* conf
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search.
AAAI
Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig
2024 J jnl
An extensive study of security games with strategic informants.
Artif. Intell.
Weiran Shen, Minbiao Han, Weizhe Chen, Taoan Huang, Rohit Singh, Haifeng Xu, Fei Fang
2024 A* conf
Contrastive Predict-and-Search for Mixed Integer Linear Programs.
ICML
Taoan Huang, Aaron M. Ferber, Arman Zharmagambetov, Yuandong Tian, Bistra Dilkina
2024 J jnl
Distributional MIPLIB: a Multi-Domain Library for Advancing ML-Guided MILP Methods.
CoRR
Weimin Huang, Taoan Huang, Aaron M. Ferber, Bistra Dilkina
2024 A* conf
GenCO: Generating Diverse Designs with Combinatorial Constraints.
ICML
Aaron M. Ferber, Arman Zharmagambetov, Taoan Huang, Bistra Dilkina, Yuandong Tian
2024 A conf
Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning.
ECAI
Junyang Cai, Taoan Huang, Bistra Dilkina
2024 J jnl
Learning Backdoors for Mixed Integer Programs with Contrastive Learning.
CoRR
Junyang Cai, Taoan Huang, Bistra Dilkina
2024 J jnl
Multi-task Representation Learning for Mixed Integer Linear Programming.
CoRR
Junyang Cai, Taoan Huang, Bistra Dilkina
2023 J jnl
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search.
CoRR
Thomy Phan, Taoan Huang, Bistra Dilkina, Sven Koenig
2023 A* conf
Deadline-Aware Multi-Agent Tour Planning.
ICAPS
Taoan Huang, Vikas Shivashankar, Michael Caldara, Joseph W. Durham, Jiaoyang Li, Bistra Dilkina, Sven Koenig
2023 J jnl
GenCO: Generating Diverse Solutions to Design Problems with Combinatorial Nature.
CoRR
Aaron M. Ferber, Arman Zharmagambetov, Taoan Huang, Bistra Dilkina, Yuandong Tian
2023 A* conf
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information.
NeurIPS
Arman Zharmagambetov, Brandon Amos, Aaron M. Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian
2023 J jnl
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information.
CoRR
Arman Zharmagambetov, Brandon Amos, Aaron M. Ferber, Taoan Huang, Bistra Dilkina, Yuandong Tian
2023 B conf
Local Branching Relaxation Heuristics for Integer Linear Programs.
CPAIOR
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
2023 A* conf
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning.
ICML
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
2023 J jnl
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning.
CoRR
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
2023 A* conf
SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems.
ICML
Aaron M. Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian
2023 — conf
Synthesizing Priority Planning Formulae for Multi-Agent Pathfinding.
AIIDE
Shuwei Wang, Vadim Bulitko, Taoan Huang, Sven Koenig, Roni Stern
2023 J jnl
The (Un)Scalability of Informed Heuristic Function Estimation in NP-Hard Search Problems.
Trans. Mach. Learn. Res.
Sumedh Pendurkar, Taoan Huang, Brendan Juba, Jiapeng Zhang, Sven Koenig, Guni Sharon
2022 B conf
A Discussion on the Scalability of Heuristic Approximators (Extended Abstract).
SOCS
Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon
2022 A* conf
Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search.
AAAI
Taoan Huang, Jiaoyang Li, Sven Koenig, Bistra Dilkina
2022 B conf
Learning a Priority Ordering for Prioritized Planning in Multi-Agent Path Finding.
SOCS
Shuyang Zhang, Jiaoyang Li, Taoan Huang, Sven Koenig, Bistra Dilkina
2022 J jnl
Local Branching Relaxation Heuristics for Integer Linear Programs.
CoRR
Taoan Huang, Aaron M. Ferber, Yuandong Tian, Bistra Dilkina, Benoit Steiner
2022 J jnl
SurCo: Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems.
CoRR
Aaron M. Ferber, Taoan Huang, Daochen Zha, Martin Schubert, Benoit Steiner, Bistra Dilkina, Yuandong Tian
2022 J jnl
The (Un)Scalability of Heuristic Approximators for NP-Hard Search Problems.
CoRR
Sumedh Pendurkar, Taoan Huang, Sven Koenig, Guni Sharon
2021 A conf
Learning Node-Selection Strategies in Bounded-Suboptimal Conflict-Based Search for Multi-Agent Path Finding.
AAMAS
Taoan Huang, Bistra Dilkina, Sven Koenig
2021 A* conf
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search.
AAAI
Taoan Huang, Sven Koenig, Bistra Dilkina
2020 C conf
Enhancing Seismic Resilience of Water Pipe Networks.
COMPASS
Taoan Huang, Bistra Dilkina
2020 A conf
Green Security Game with Community Engagement.
AAMAS
Taoan Huang, Weiran Shen, David Zeng, Tianyu Gu, Rohit Singh, Fei Fang
2020 J jnl
Green Security Game with Community Engagement.
CoRR
Taoan Huang, Weiran Shen, David Zeng, Tianyu Gu, Rohit Singh, Fei Fang
2020 J jnl
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search.
CoRR
Taoan Huang, Bistra Dilkina, Sven Koenig
2020 A* conf
When to Follow the Tip: Security Games with Strategic Informants.
IJCAI
Weiran Shen, Weizhe Chen, Taoan Huang, Rohit Singh, Fei Fang
2019 A conf
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests.
UAI
Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang
2019 J jnl
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests.
CoRR
Taoan Huang, Bohui Fang, Xiaohui Bei, Fei Fang
2019 A conf
Optimal Trip-Vehicle Dispatch with Multi-Type Requests.
AAMAS
Taoan Huang, Bohui Fang, Hoon Oh, Xiaohui Bei, Fei Fang