PPaperPicks

Yining Ma

13 papers at tracked venues · 13 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

NeurIPS ×4SIGKDD ×4ICLR ×2ICML ×2AAAI ×1

Frequent coauthors

Zhiguang Cao
×8
Yue-Jiao Gong
×5
Hongshu Guo
×4
Zeyuan Ma
×4
Jianan Zhou
×4
Jie Zhang
×4
Yaoxin Wu
×3
Jiacheng Chen
×2
Xinglin Zhang
×2
Cathy Wu
×2
Jieyi Bi
×2
Yong Liang Goh
×2

Papers

  1. ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning
    AAAI 2025 ·
    Hongshu Guo
    ,
    Zeyuan Ma
    ,
    Jiacheng Chen
    , Yining Ma,
    Zhiguang Cao
    ,
    Xinglin Zhang
    ,
    Yue-Jiao Gong
  2. DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
    NeurIPS 2025 ·
    Hongshu Guo
    ,
    Zeyuan Ma
    , Yining Ma,
    Xinglin Zhang
    ,
    Wei-Neng Chen
    ,
    Yue-Jiao Gong
  3. Diversity Optimization for Travelling Salesman Problem via Deep Reinforcement Learning
    SIGKDD 2025 ·
    Qi Li
    ,
    Zhiguang Cao
    , Yining Ma,
    Yaoxin Wu
    ,
    Yue-Jiao Gong
  4. Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
    ICLR 2025 ·
    Sirui Li
    ,
    Wenbin Ouyang
    , Yining Ma,
    Cathy Wu
  5. MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
    NeurIPS 2025 ·
    Zeyuan Ma
    ,
    Yue-Jiao Gong
    ,
    Hongshu Guo
    ,
    Wenjie Qiu
    ,
    Sijie Ma
    ,
    Hongqiao Lian
    ,
    Jiajun Zhan
    ,
    Kaixu Chen
    ,
    Chen Wang
    ,
    Zhiyang Huang
    ,
    Zechuan Huang
    ,
    Guojun Peng
    ,
    Ran Cheng
    , Yining Ma
  6. Probing Neural Combinatorial Optimization Models
    NeurIPS 2025 ·
    Zhiqin Zhang
    , Yining Ma,
    Zhiguang Cao
    ,
    Hoong Chuin Lau
  7. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
    ,
    Chuanbo Hua
    ,
    Junyoung Park
    ,
    Laurin Luttmann
    , Yining Ma,
    Fanchen Bu
    ,
    Jiarui Wang
    ,
    Haoran Ye
    ,
    Minsu Kim
    ,
    Sanghyeok Choi
    ,
    Nayeli Gast Zepeda
    ,
    André Hottung
    ,
    Jianan Zhou
    ,
    Jieyi Bi
    ,
    Yu Hu
    ,
    Fei Liu
    ,
    Hyeonah Kim
    ,
    Jiwoo Son
    ,
    Haeyeon Kim
    ,
    Davide Angioni
    ,
    Wouter Kool
    ,
    Zhiguang Cao
    ,
    Qingfu Zhang
    ,
    Joungho Kim
    ,
    Jie Zhang
    ,
    Kijung Shin
    ,
    Cathy Wu
    ,
    Sungsoo Ahn
    ,
    Guojie Song
    ,
    Changhyun Kwon
    ,
    Kevin Tierney
    ,
    Lin Xie
    ,
    Jinkyoo Park
  8. SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
    ICML 2025 ·
    Yong Liang Goh
    ,
    Zhiguang Cao
    , Yining Ma,
    Jianan Zhou
    ,
    Mohammed Haroon Dupty
    ,
    Wee Sun Lee
  9. Disentangled Multi-interest Representation Learning for Sequential Recommendation
    SIGKDD 2024 ·
    Yingpeng Du
    ,
    Ziyan Wang
    ,
    Zhu Sun
    , Yining Ma,
    Hongzhi Liu
    ,
    Jie Zhang
  10. Hierarchical Neural Constructive Solver for Real-world TSP Scenarios
    SIGKDD 2024 ·
    Yong Liang Goh
    ,
    Zhiguang Cao
    , Yining Ma,
    Yanfei Dong
    ,
    Mohammed Haroon Dupty
    ,
    Wee Sun Lee
  11. Learning to Handle Complex Constraints for Vehicle Routing Problems
    NeurIPS 2024 ·
    Jieyi Bi
    , Yining Ma,
    Jianan Zhou
    ,
    Wen Song
    ,
    Zhiguang Cao
    ,
    Yaoxin Wu
    ,
    Jie Zhang
  12. MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
    ICML 2024 ·
    Jianan Zhou
    ,
    Zhiguang Cao
    ,
    Yaoxin Wu
    ,
    Wen Song
    , Yining Ma,
    Jie Zhang
    ,
    Chi Xu
  13. SYMBOL: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning
    ICLR 2024 ·
    Jiacheng Chen
    ,
    Zeyuan Ma
    ,
    Hongshu Guo
    , Yining Ma,
    Jie Zhang
    ,
    Yue-Jiao Gong