Yining Ma
13 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (19) π Renaissance Researcher (5) π Conference Polyglot (5) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(5)
π
Triple Crown
π
Grand Slam
π€
Dynamic Duo
(10)
π
Century Club
(13)
π₯
Unstoppable
(5)
Conferences
NIPS (7)
ICLR (2)
ICML (2)
AAAI (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
vehicle routing problem
(2)
traveling salesman problem
(2)
black-box optimization
(2)
domain generalization
(1)
hyperparameter optimization
(1)
attention mechanism
(1)
knowledge distillation
(1)
neural architecture
(1)
graph attention
(1)
fault tolerance
(1)
adversarial attack
(1)
neural combinatorial optimization
(1)
zero-shot generalization
(1)
proximal policy optimization
(1)
evolutionary algorithm
(1)
pareto front
(1)
pareto optimization
(1)
vehicle routing
(1)
multitask reinforcement learning
(1)
Papers
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
ICLR 2025
ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning
AAAI 2025
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
ICML 2025
SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
ICLR 2024
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
ICML 2024
Learning to Handle Complex Constraints for Vehicle Routing Problems
NIPS 2024
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning
NIPS 2023
Neural Multi-Objective Combinatorial Optimization with Diversity Enhancement
NIPS 2023
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt
NIPS 2023
Efficient Neural Neighborhood Search for Pickup and Delivery Problems
IJCAI 2022
Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
NIPS 2022
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
NIPS 2021
Fault-Tolerant Federated Reinforcement Learning with Theoretical Guarantee
NIPS 2021