When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Qian, Li, Lei, Li, Qian, Wu, Jianghua, Wang, Akang, Sun, Ruoyu, Luo, Xiaodong, Chang, Tsung-Hui, Shi, Qingjiang |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Feature Augmentation of GNNs for ILPs: Local Uniqueness Suffices
by: Han, Qingyu, et al.
Published: (2025)
by: Han, Qingyu, et al.
Published: (2025)
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
by: Chen, Qian, et al.
Published: (2024)
by: Chen, Qian, et al.
Published: (2024)
On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks
by: Wu, Chenyang, et al.
Published: (2024)
by: Wu, Chenyang, et al.
Published: (2024)
Mixed-Integer Linear Optimization via Learning-Based Two-Layer Large Neighborhood Search
by: Liu, Wenbo, et al.
Published: (2024)
by: Liu, Wenbo, et al.
Published: (2024)
An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling
by: Yang, Linxin, et al.
Published: (2024)
by: Yang, Linxin, et al.
Published: (2024)
ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-k-Cut Problems
by: Qiu, Yeqing, et al.
Published: (2024)
by: Qiu, Yeqing, et al.
Published: (2024)
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
by: Gao, Xi, et al.
Published: (2024)
by: Gao, Xi, et al.
Published: (2024)
Relax-and-Cut for Temporal SCUC Decomposition
by: Xiong, Jinxin, et al.
Published: (2025)
by: Xiong, Jinxin, et al.
Published: (2025)
Successive Fixing for Large-Scale SCUC Using First-Order Methods
by: Xiong, Jinxin, et al.
Published: (2025)
by: Xiong, Jinxin, et al.
Published: (2025)
Smoothing Binary Optimization: A Primal-Dual Perspective
by: Liu, Wenbo, et al.
Published: (2025)
by: Liu, Wenbo, et al.
Published: (2025)
Solving Quadratic Programs via Deep Unrolled Douglas-Rachford Splitting
by: Xiong, Jinxin, et al.
Published: (2025)
by: Xiong, Jinxin, et al.
Published: (2025)
A Robust Compressed Push-Pull Method for Decentralized Nonconvex Optimization
by: Liao, Yiwei, et al.
Published: (2024)
by: Liao, Yiwei, et al.
Published: (2024)
PDHG-Unrolled Learning-to-Optimize Method for Large-Scale Linear Programming
by: Li, Bingheng, et al.
Published: (2024)
by: Li, Bingheng, et al.
Published: (2024)
Global relaxation-based LP-Newton method for multiple hyperparameter selection in support vector classification with feature selection
by: Qian, Yaru, et al.
Published: (2023)
by: Qian, Yaru, et al.
Published: (2023)
Promoting Fair Online Resource Allocation with Indivisible Units
by: Averbakh, Igor, et al.
Published: (2026)
by: Averbakh, Igor, et al.
Published: (2026)
Parallel Graver Basis Extraction for Nonlinear Integer Optimization
by: Liu, Wenbo, et al.
Published: (2024)
by: Liu, Wenbo, et al.
Published: (2024)
A decomposition method in the multivariate feedback particle filter via tensor product Hermite polynomials
by: Wang, Ruoyu, et al.
Published: (2025)
by: Wang, Ruoyu, et al.
Published: (2025)
A Novel Mixed-Integer Linear Programming Formulation for Continuous-Time Inventory Routing
by: Wang, Akang, et al.
Published: (2023)
by: Wang, Akang, et al.
Published: (2023)
An efficient sieving based secant method for sparse optimization problems with least-squares constraints
by: Li, Qian, et al.
Published: (2023)
by: Li, Qian, et al.
Published: (2023)
A matrix-free interior point continuous trajectory for linearly constrained convex programming
by: Qian, Xun, et al.
Published: (2024)
by: Qian, Xun, et al.
Published: (2024)
Error Estimates of the Gain Approximation by Hermite-Galerkin Method in Feedback Particle Filter
by: Wang, Ruoyu, et al.
Published: (2026)
by: Wang, Ruoyu, et al.
Published: (2026)
Robust and Flexible Microtransit Design: Chance-Constrained Dial-a-Ride Problem with Soft Time Windows
by: Li, Hongli, et al.
Published: (2025)
by: Li, Hongli, et al.
Published: (2025)
Real time filtering algorithms
by: Qin, Chang, et al.
Published: (2026)
by: Qin, Chang, et al.
Published: (2026)
State estimations and noise identifications with intermittent corrupted observations via Bayesian variational inference
by: Sun, Peng, et al.
Published: (2026)
by: Sun, Peng, et al.
Published: (2026)
A Learning-Based Inexact ADMM for Solving Quadratic Programs
by: Gao, Xi, et al.
Published: (2025)
by: Gao, Xi, et al.
Published: (2025)
Adam Converges Without Any Modification On Update Rules
by: Zhang, Yushun, et al.
Published: (2026)
by: Zhang, Yushun, et al.
Published: (2026)
Fully Distributed Adaptive Nash Equilibrium Seeking Algorithm for Constrained Noncooperative Games with Prescribed Performance
by: Qian, Sichen
Published: (2024)
by: Qian, Sichen
Published: (2024)
A Single-Loop Smoothed Gradient Descent-Ascent Algorithm for Nonconvex-Concave Min-Max Problems
by: Zhang, Jiawei, et al.
Published: (2020)
by: Zhang, Jiawei, et al.
Published: (2020)
Frank-Wolfe meets Shapley-Folkman: a systematic approach for solving nonconvex separable problems with linear constraints
by: Dubois-Taine, Benjamin, et al.
Published: (2024)
by: Dubois-Taine, Benjamin, et al.
Published: (2024)
Equilibria for Time-inconsistent Singular Control Problems
by: Liang, Zongxia, et al.
Published: (2023)
by: Liang, Zongxia, et al.
Published: (2023)
Broximal Alignment for Global Non-Convex Optimization
by: Gruntkowska, Kaja, et al.
Published: (2026)
by: Gruntkowska, Kaja, et al.
Published: (2026)
A robust SVM-based approach with feature selection and outliers detection for classification problems
by: Baldomero-Naranjo, Marta, et al.
Published: (2024)
by: Baldomero-Naranjo, Marta, et al.
Published: (2024)
Acceleration via Perturbations on Low-resolution Ordinary Differential Equations
by: Li, Xudong, et al.
Published: (2025)
by: Li, Xudong, et al.
Published: (2025)
Approximation algorithms for integer programming with resource augmentation
by: Brinkop, Hauke, et al.
Published: (2025)
by: Brinkop, Hauke, et al.
Published: (2025)
Collaborative electric vehicle routing with meet points
by: Zhou, Fangting, et al.
Published: (2023)
by: Zhou, Fangting, et al.
Published: (2023)
Exactly or Approximately Wasserstein Distributionally Robust Estimation According to Wasserstein Radii Being Small or Large
by: Ding, Xiao, et al.
Published: (2025)
by: Ding, Xiao, et al.
Published: (2025)
Designing optimal subsidy schemes and recycling plans for sustainable treatment of construction and demolition waste
by: Yu, Lei, et al.
Published: (2025)
by: Yu, Lei, et al.
Published: (2025)
Modeling the Curbside Congestion Effects of Ride-hailing Services for Morning Commute using Bi-modal Two-Tandem Bottlenecks
by: Deng, Yao, et al.
Published: (2025)
by: Deng, Yao, et al.
Published: (2025)
Krasovskiĭ Stability Theorem for FDEs in the Extended Sense
by: Feng, Qian, et al.
Published: (2025)
by: Feng, Qian, et al.
Published: (2025)
Dual Privacy Guarantees for Distributed Nash Equilibrium Seeking in Aggregative Games
by: Meng, Qingtan, et al.
Published: (2026)
by: Meng, Qingtan, et al.
Published: (2026)
Similar Items
-
Feature Augmentation of GNNs for ILPs: Local Uniqueness Suffices
by: Han, Qingyu, et al.
Published: (2025) -
SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization
by: Chen, Qian, et al.
Published: (2024) -
On Representing Convex Quadratically Constrained Quadratic Programs via Graph Neural Networks
by: Wu, Chenyang, et al.
Published: (2024) -
Mixed-Integer Linear Optimization via Learning-Based Two-Layer Large Neighborhood Search
by: Liu, Wenbo, et al.
Published: (2024) -
An Efficient Unsupervised Framework for Convex Quadratic Programs via Deep Unrolling
by: Yang, Linxin, et al.
Published: (2024)