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2020 – today
- 2025
[j2]Jingyan Sui, Shizhe Ding, Xulin Huang, Yue Yu, Ruizhi Liu, Boyang Xia, Zhenxin Ding, Liming Xu, Haicang Zhang, Chungong Yu, Dongbo Bu:
A survey on deep learning-based algorithms for the traveling salesman problem. Frontiers Comput. Sci. 19(6): 196322 (2025)- 2024
- [j1]Jingyan Sui, Shizhe Ding, Boyang Xia, Ruizhi Liu, Dongbo Bu:
NeuralGLS: learning to guide local search with graph convolutional network for the traveling salesman problem. Neural Comput. Appl. 36(17): 9687-9706 (2024) - [c4]Shizhe Ding, Boyang Xia, Jingyan Sui, Dongbo Bu:
Accurate Interpolation of Scattered Data Via Learning Relation Graph. ICASSP 2024: 7290-7294 - [c3]Xulin Huang, Shizhe Ding, Xinru Zhang, Jingyan Sui, Yue Yu, Dongbo Bu:
Multilevel Temporal-Spectral Fusion Network for Multivariate Time Series Classification. IJCNN 2024: 1-7 - [c2]Ruizhi Liu, Zhisheng Zeng, Shizhe Ding, Jingyan Sui, Xingquan Li, Dongbo Bu:
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design. NeurIPS 2024 - 2021
- [c1]Jingyan Sui, Shizhe Ding, Ruizhi Liu, Liming Xu, Dongbo Bu:
Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning. ACML 2021: 1301-1316
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