Jianan Zhou
7 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICML (3)
NIPS (3)
ICLR (1)
Top co-authors
Keywords
combinatorial optimization
(1)
adversarial learning
(1)
ensemble learning
(1)
adversarial training
(1)
neural network optimization
(1)
adversarial perturbation
(1)
pseudo label
(1)
generalization performance
(1)
vehicle routing
(1)
vehicle routing problem
(1)
meta-learning framework
(1)
neural network
(1)
complementary label
(1)
neural network heuristic
(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
NIPS 2024
MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts
ICML 2024
Learning to Handle Complex Constraints for Vehicle Routing Problems
NIPS 2024
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems
ICML 2023
Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks
NIPS 2022