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Home/Authors/Yining Ma

Yining Ma

1

Affiliations

Affiliations

National University of Singapore

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

14

papers

617

total citations

papers (14)

Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer

NEURIPS 2021arXiv

Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee

NEURIPS 2021arXiv

Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt

NEURIPS 2023arXiv

Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation

NEURIPS 2022arXiv

MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning

NEURIPS 2023arXiv

SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning

Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement

NEURIPS 2023arXiv

ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning

Preference Optimization on Pareto Sets: On a Theory of Multi-Objective Optimization

MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization

NEURIPS 2025arXiv

Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling

SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy

Probing Neural Combinatorial Optimization Models

NEURIPS 2025arXiv