Jianan Zhou
7 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
vehicle routing problem
(4)
combinatorial optimization
(2)
adversarial learning
(1)
ensemble learning
(1)
adversarial training
(1)
neural network optimization
(1)
out-of-distribution generalization
(1)
sparsity
(1)
traveling salesman problem
(1)
adversarial perturbation
(1)
zero-shot generalization
(1)
pseudo label
(1)
few-shot setting
(1)
generalization performance
(1)
vehicle routing
(1)
time window
(1)
lagrangian multiplier
(1)
out-of-distribution data
(1)
static embedding
(1)
hierarchical gating
(1)
Papers
Rethinking Light Decoder-based Solvers for Vehicle Routing Problems
ICLR 2025
SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy
ICML 2025
Collaboration! Towards Robust Neural Methods for Routing Problems
NeurIPS 2024
Learning to Handle Complex Constraints for Vehicle Routing Problems
NeurIPS 2024
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
ICML 2024
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
ICML 2023
Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks
NeurIPS 2022