Jiwoo Son
5 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
π
Conference Polyglot
(3)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
ICML (2)
AISTATS (1)
Top co-authors
Keywords
combinatorial optimization
(1)
deep reinforcement learning
(1)
transformer architecture
(1)
reinforcement learning
(1)
attention mechanism
(1)
vehicle routing problem
(1)
neural decoder
(1)
sequential planning
(1)
scale adaptation
(1)
guided exploration
(1)
graph neural network
(1)
min-max routing
(1)
multi-agent traveling salesman
(1)
equitable workload distribution
(1)
sequential generation
(1)
equity context
(1)
equity-aware design
(1)
profile embedding
(1)
Papers
USPR: Learning a Unified Solver for Profiled Routing
AAAI 2026
Ant Colony Sampling with GFlowNets for Combinatorial Optimization
AISTATS 2025
Neural Genetic Search in Discrete Spaces
ICML 2025
Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
AAAI 2024
Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization
ICML 2023