Haopu Shang
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Optimization
(2)
Artificial Intelligence
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
combinatorial optimization
(2)
evolutionary algorithm
(2)
neural network pruning
(1)
black-box optimization
(1)
transfer learning
(1)
learning to rank
(1)
selective classification
(1)
multi-objective optimization
(1)
generalization bound
(1)
traveling salesman problem
(1)
deep neural network
(1)
ensemble method
(1)
surrogate model
(1)
neural solver
(1)
homogeneous instances
(1)
filter pruning
(1)
offline optimization
(1)
model-based optimization
(1)
cooperative coevolution
(1)
vehicle routing problem
(1)
Papers
Neural Solver Selection for Combinatorial Optimization
ICML 2025
Offline Model-Based Optimization by Learning to Rank
ICLR 2025
Confidence-aware Contrastive Learning for Selective Classification
ICML 2024
Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy
IJCAI 2024
Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting
IJCAI 2023
Neural Network Pruning by Cooperative Coevolution
IJCAI 2022