Taoan Huang
10 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Deep Learning
(4)
Core Methods
(4)
Artificial Intelligence
(3)
Computer Science
(3)
Foundations
(3)
Learning Types
(3)
Application Areas
(2)
Core AI
(2)
Data Science & Analytics
(1)
Robotics
(1)
Applications
(1)
Keywords
combinatorial optimization
(3)
multi-agent path finding
(3)
large neighborhood search
(3)
contrastive learning
(2)
surrogate model
(2)
anytime algorithm
(2)
online planning
(1)
multi-armed bandit
(1)
value function
(1)
generative model
(1)
thompson sampling
(1)
extensive-form game
(1)
mathematical optimization
(1)
optimization
(1)
stackelberg equilibrium
(1)
integer linear programming
(1)
portfolio optimization
(1)
end-to-end learning
(1)
graph attention network
(1)
gradient-based method
(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
NeurIPS 2023
Searching Large Neighborhoods for Integer Linear Programs with Contrastive Learning
ICML 2023
SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems
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