← Authors

Jinbiao Chen

8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (3) πŸ—ΊοΈ Taxonomy Completionist (11) πŸ† Grand Slam πŸ”₯ Unstoppable (5)

Conferences

NIPS (4) ICLR (2) AAAI (1) ICML (1)

Top co-authors

Jiahai Wang (8) Zizhen Zhang (6) Zhiguang Cao (5) Yaoxin Wu (3) Debing Wang (2) Te Ye (2) Yining Ma (2) Hanzhang Qin (1) Zhanhong Fang (1) Yue-Jiao Gong (1)

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