影响力指数

63.31/100

前 3.9%

全站排名 #2,516

发表论文11 篇

平均评分5.6

年均产出3.7 篇/年

Jianan Zhou

Postdoc@Nanyang Technological University·新加坡·OpenReview

研究方向

Neural Combinatorial Optimization · Learning to Optimize · Vehicle Routing Problem

Towards Efficient Constraint Handling in Neural Solvers for Routing Problems

ICLR 2026Poster

Generalizable Heuristic Generation Through LLMs with Meta-Optimization

ICLR 2026Poster

An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems

ICLR 2026Poster

Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation

NeurIPS 2025Poster

Rethinking Light Decoder-based Solvers for Vehicle Routing Problems

ICLR 2025Poster

SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity and Hierarchy

ICML 2025Poster

SHIELD: Multi-task Multi-distribution Vehicle Routing Solver with Sparsity & Hierarchy in Efficiently Layered Decoder

ICLR 2025Rejected

RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark

ICLR 2025Desk Rejected

合作者 (20)

博士导师6 篇

Mohammed Haroon Dupty