Tong Xialiang

5 papers · 2021–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) 🏆 Grand Slam

Conferences

ICML (2) AAAI (1) ICLR (1) NIPS (1)

Top co-authors

Mingxuan Yuan (5) Zhenkun Wang (3) Qingfu Zhang (3) Fu Luo (2) Fei Liu (2) Xi Lin (2) Xiaotian Hao (1) Jianye Hao (1) Shunyu Yao (1) Zhigang Li (1)

Keywords

combinatorial optimization (1) hierarchical reinforcement learning (1) evolutionary algorithm (1) vehicle routing (1) large language model (1) dynamic optimization (1) pickup and delivery (1) order dispatching (1) automated heuristic design (1) heuristic set (1) instance generalization (1)

Papers

EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design AAAI 2026

Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems ICLR 2025

Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model ICML 2024

DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems ICML 2024

A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems NIPS 2021