Zhiguang Cao
~Zhiguang_Cao1
31
论文总数
15.5
年均投稿
平均评分
接收情况18/31
会议分布
ICLR
19
NeurIPS
9
ICML
3
发表论文 (31 篇)
202525 篇
4
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
ICML 2025Poster
4
Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP
NeurIPS 2025Poster
4
UniteFormer: Unifying Node and Edge Modalities in Transformers for Vehicle Routing Problems
NeurIPS 2025Spotlight
4
Hybrid-Balance GFlowNet for Solving Vehicle Routing Problems
NeurIPS 2025Spotlight
4
Rethinking Neural Multi-Objective Combinatorial Optimization via Neat Weight Embedding
ICLR 2025Poster
3
A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver
ICML 2025Poster
5
Coupling Category Alignment for Graph Domain Adaptation
ICLR 2025withdrawn
4
Continuous Spiking Graph ODE Networks
ICLR 2025withdrawn
4
Meta-Black-Box-Optimization through Offline Q-function Learning
ICML 2025Poster
4
Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling
NeurIPS 2025Poster
5
Neural Multi-Objective Combinatorial Optimization via Graph-Image Multimodal Fusion
ICLR 2025Poster
4
Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models
ICLR 2025Rejected
3
From Global Assessment to Local Selection: Efficiently Solving Traveling Salesman Problems of All Sizes
ICLR 2025Rejected
4
Decision-making with speculative opponent model-aided value function factorization
ICLR 2025Rejected
3
Adversarial Generative Flow Network for Solving Vehicle Routing Problems
ICLR 2025Poster
4
Probing Neural Combinatorial Optimization Models
NeurIPS 2025Spotlight
5
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems
ICLR 2025Poster
4
Meta-Black-Box-Optimization through Offline Q-function Learning with Mamba Architecture
ICLR 2025withdrawn
4
ML4MILP: A Benchmark Dataset for Machine Learning-based Mixed-Integer Linear Programming
ICLR 2025withdrawn
4
LLaMoCo: Instruction Tuning of Large Language Models for Optimization Code Generation
ICLR 2025Rejected
4
Large Language Models as End-to-end Combinatorial Optimization Solvers
NeurIPS 2025Poster
4
Unveiling Neural Combinatorial Optimization Model Representations Through Probing
ICLR 2025Rejected
4
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity & Hierarchy in Efficiently Layered Decoder
ICLR 2025Rejected
4
Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling
ICLR 2025Poster
-
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
ICLR 2025desk_rejected
20246 篇
4
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling
ICLR 2024Poster
3
Enhancing the Cross-Size Generalization for Solving Vehicle Routing Problems via Continual Learning
ICLR 2024Rejected
4
Collaboration! Towards Robust Neural Methods for Vehicle Routing Problems
ICLR 2024Rejected
4
ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution
NeurIPS 2024Poster
4
Collaboration! Towards Robust Neural Methods for Routing Problems
NeurIPS 2024Poster
4
Learning to Handle Complex Constraints for Vehicle Routing Problems
NeurIPS 2024Poster