conftrace_

neural solver

19 papers

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Co-occurring keywords

combinatorial optimization (1039) partial differential equation (222) traveling salesman problem (57) neural network solver (6) fluid dynamics (38) math word problem (104) graph neural network (3962) expression tree (13) tree generation (5) physics-informed neural network (97)

Papers

UCPO: A Universal Constrained Combinatorial Optimization Method via Preference Optimization AAAI 2026
DualOpt: A Dual Divide-and-Optimize Algorithm for the Large-scale Traveling Salesman Problem AAAI 2025
Neural Solver of Dichromatic Reflection Model for Specular Highlight Removal ICCV 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NIPS 2024
GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024
LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024
Boosting Generalization in Parametric PDE Neural Solvers through Adaptive Conditioning NIPS 2024
Towards Generalizable Neural Solvers for Vehicle Routing Problems via Ensemble with Transferrable Local Policy IJCAI 2024
Neural Physical Simulation with Multi-Resolution Hash Grid Encoding AAAI 2024
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems NIPS 2024
Learning Plaintext-Ciphertext Cryptographic Problems via ANF-based SAT Instance Representation NIPS 2024
Learning to Solve Quadratic Unconstrained Binary Optimization in a Classification Way NIPS 2024
Self-Supervised Learning with Lie Symmetries for Partial Differential Equations NIPS 2023
NeuralStagger: Accelerating Physics-constrained Neural PDE Solver with Spatial-temporal Decomposition ICML 2023
Lie Point Symmetry and Physics-Informed Networks NIPS 2023
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark NIPS 2023
Adversarial Examples for Evaluating Math Word Problem Solvers EMNLP 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving IJCNLP 2021
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving ACL 2021