Jinbiao Chen
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (11)
π
Grand Slam
π₯
Unstoppable
(5)
Conferences
NIPS (4)
ICLR (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
combinatorial optimization
(3)
neural network
(2)
robust optimization
(1)
domain generalization
(1)
preference learning
(1)
attention mechanism
(1)
knowledge distillation
(1)
graph attention
(1)
regret minimization
(1)
constraint satisfaction
(1)
multi-objective optimization
(1)
traveling salesman problem
(1)
neural solver
(1)
model fine-tuning
(1)
pareto front
(1)
pareto optimization
(1)
vehicle routing
(1)
vehicle routing problem
(1)
diversity enhancement
(1)
multi-objective combinatorial optimization
(1)
Papers
UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization
AAAI 2026
Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
ICLR 2025
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
ICLR 2025
BOPO: Neural Combinatorial Optimization via Best-anchored and Objective-guided Preference Optimization
ICML 2025
Neural Combinatorial Optimization for Robust Routing Problem with Uncertain Travel Times
NIPS 2024
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
NIPS 2023
Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization
NIPS 2023
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
NIPS 2022