Jinbiao Chen
8 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Grand Slam
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
combinatorial optimization
(4)
multi-objective optimization
(2)
multi-objective combinatorial optimization
(2)
neural network
(2)
traveling salesman problem
(2)
attention mechanism
(1)
knowledge distillation
(1)
graph representation
(1)
graph attention
(1)
regret minimization
(1)
constraint satisfaction
(1)
spatial structure
(1)
node embedding
(1)
neural combinatorial optimization
(1)
neural solver
(1)
model fine-tuning
(1)
multimodal fusion
(1)
pareto front
(1)
pareto optimization
(1)
vehicle routing
(1)
Papers
UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization
AAAI 2026
BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization
ICML 2025
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
ICLR 2025
Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
ICLR 2025
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
NeurIPS 2024
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
NeurIPS 2023
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
NeurIPS 2023
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
NeurIPS 2022