Zhenkun Wang

Assistant Professor, Southern University of Science and Technology

5 papers at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition

#5415 · Zhe Zhao, Zhiheng Gong, Pengkun Wang, HaiBin Wen, Cankun Guo, Bo Xue, Xi Lin, Zhenkun Wang, Qingfu Zhang, Yang Wang

Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees

#800 · Fu Luo, Yaoxin Wu, Zhi Zheng, Zhenkun Wang

Poster Session 3

2 papers

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver

#709 · Yuepeng Zheng, Fu Luo, Zhenkun Wang, Yaoxin Wu, Yu Zhou

This paper proposes the Multi-Task Learning with Knowledge Distillation (MTL-KD) to train a single heavy decoder model without labeled data to solve various VRP variants.

Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning

#806 · Yuanyao Chen, Rongsheng Chen, Fu Luo, Zhenkun Wang

Poster Session 4

1 paper

Thursday, December 4, 2025 · 4:30 PM → 7:30 PM

Exhibit Hall C,D,E

Learning to Insert for Constructive Neural Vehicle Routing Solver

#3711 · Fu Luo, Xi Lin, Mengyuan Zhong, Fei Liu, Zhenkun Wang, Jianyong Sun, Qingfu Zhang