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Xialiang Tong

Evolution of Heuristics: Towards Efficient Automatic Algorithm Design Using Large Language Model
2024 · Liu, Fei, Tong, Xialiang, et al. · arXiv (Cornell University) · 207
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A Systematic Survey on Large Language Models for Algorithm Design
2026 · Fei Liu, Yiming Yao, et al. · ACM Computing Surveys · 106
Heuristics for Vehicle Routing Problem: A Survey and Recent Advances
2023 · Liu, Fei, Lu, Chengyu, et al. · arXiv (Cornell University) · 69
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A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems
2021 · Yi Ma, Xiaotian Hao, et al. · neural information processing systems · 64
A Multi-Graph Attributed Reinforcement Learning based Optimization Algorithm for Large-scale Hybrid Flow Shop Scheduling Problem
2021 · Fei Ni, Jianye Hao, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 56
Large Language Model for Multi-objective Evolutionary Optimization
2023 · Liu, Fei, Lin, Xi, et al. · arXiv (Cornell University) · 50
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Large Language Model for Multiobjective Evolutionary Optimization
2025 · Fei Liu, Xi Lin, et al. · Lecture notes in computer science · 42
Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization
2024 · Fei Liu, Xi Lin, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 35
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Self-Improved Learning for Scalable Neural Combinatorial Optimization
2024 · Luo, Fu, Lin, Xi, et al. · arXiv (Cornell University) · 33
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UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems
2024 · Zhi Zheng, Changliang Zhou, et al. · neural information processing systems · 33
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Instance-Conditioned Adaptation for Large-Scale Generalization of Neural Routing Solver
2026 · Changliang Zhou, Xi Lin, et al. · IEEE Transactions on Intelligent Transportation Systems · 27
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Bilevel learning for large-scale flexible flow shop scheduling
2022 · Longkang Li, Xiaojin Fu, et al. · Computers & Industrial Engineering · 27
Learning to Pack
2021 · Qianwen Zhu, Xihan Li, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 19
Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing
2024 · Fei Liu, Qingfu Zhang, et al. · IEEE Transactions on Evolutionary Computation · 18
EoH-S: Evolution of Heuristic Set Using LLMs for Automated Heuristic Design
2026 · Fei Liu, Yilu Liu, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 16
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Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search
2025 · Liu, Fei, Zhang, Qingfu, et al. · arXiv (Cornell University) · 15
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Integrated Scheduling Optimization for Automated Container Terminal: A Reinforcement Learning-Based Approach
2025 · Qi Wang, Xialiang Tong, et al. · IEEE Transactions on Intelligent Transportation Systems · 10
Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
2025 · Hu, Qinglong, Tong, Xialiang, et al. · arXiv (Cornell University) · 9
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Exact algorithms for the multiple depot vehicle scheduling problem with heterogeneous vehicles, split loads and toll-by-weight scheme
2022 · Jiliu Li, Hu Qin, et al. · Computers & Industrial Engineering · 8
Introduction to The Dynamic Pickup and Delivery Problem Benchmark -- ICAPS 2021 Competition
2022 · Hao, Jianye, Lu, Jiawen, et al. · arXiv (Cornell University) · 8
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DPN: Decoupling Partition and Navigation for Neural Solvers of Min-max Vehicle Routing Problems
2024 · Zheng, Zhi, Yao, Shunyu, et al. · arXiv (Cornell University) · 6
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A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industry
2019 · Lei Chen, Xialiang Tong, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 6
A Data-Driven Column Generation Algorithm For Bin Packing Problem in Manufacturing Industry
2022 · Duan, Jiahui, Tong, Xialiang, et al. · arXiv (Cornell University) · 5
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Hybrid variable neighborhood search for automated warehouse scheduling
2022 · Ivan Davydov, Yury Kochetov, et al. · Optimization Letters · 4
Prompt Learning for Generalized Vehicle Routing
2024 · Fei Liu, Xi Lin, et al. · International Joint Conference on Artificial Intelligence · 3
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Works count: 44
Citation count: 1,040
H-index: 16
I10-index: 20
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