Taoan Huang
10 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🏃 Academic Marathon (5)
🐝
Cross-Pollinator
(4)
🌈
Renaissance Researcher
(7)
🌍
Conference Polyglot
(5)
💎
Century Club
(10)
🔥
Unstoppable
(6)
🚀
Conference Pioneer
Conferences
ICML (4)
AAAI (3)
IJCAI (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
multi-agent path finding
(3)
large neighborhood search
(3)
combinatorial optimization
(3)
anytime algorithm
(2)
surrogate model
(2)
gradient-based method
(1)
online planning
(1)
online learning
(1)
extensive-form game
(1)
multi-armed bandit
(1)
mathematical optimization
(1)
value function
(1)
portfolio optimization
(1)
thompson sampling
(1)
end-to-end learning
(1)
stackelberg equilibrium
(1)
graph attention network
(1)
nonlinear optimization
(1)
security game
(1)
integer linear programming
(1)
Papers
Adaptive Anytime Multi-Agent Path Finding Using Bandit-Based Large Neighborhood Search
AAAI 2024
Contrastive Predict-and-Search for Mixed Integer Linear Programs
ICML 2024
GenCO: Generating Diverse Designs with Combinatorial Constraints
ICML 2024
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
NIPS 2023
SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems
ICML 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
ICML 2023
Anytime Multi-Agent Path Finding via Machine Learning-Guided Large Neighborhood Search
AAAI 2022
Learning to Resolve Conflicts for Multi-Agent Path Finding with Conflict-Based Search
AAAI 2021
When to Follow the Tip: Security Games with Strategic Informants
IJCAI 2020
Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests
UAI 2019