Jingyan Sui

According to our database, Jingyan Sui authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Designing faster mixed integer linear programming algorithm via learning the optimal path.

Ruizhi Liu, Liming Xu, Xulin Huang, Jingyan Sui, Shizhe Ding, Boyang Xia, Chungong Yu, Dongbo Bu

CoRR, January, 2026

2025

Rethinking All Evidence: Enhancing Trustworthy Retrieval-Augmented Generation via Conflict-Driven Summarization.

Juan Chen, Baolong Bi, Wei Zhang, Jingyan Sui, Xiaofei Zhu, Yuanzhuo Wang, Lingrui Mei, Shenghua Liu

CoRR, July, 2025

A survey on deep learning-based algorithms for the traveling salesman problem.

Jingyan Sui, Shizhe Ding, Xulin Huang, Yue Yu, Ruizhi Liu, Boyang Xia, Zhenxin Ding, Liming Xu, Haicang Zhang, Chungong Yu, Dongbo Bu

Frontiers Comput. Sci., June, 2025

2024

NeuralGLS: learning to guide local search with graph convolutional network for the traveling salesman problem.

Jingyan Sui, Shizhe Ding, Boyang Xia, Ruizhi Liu, Dongbo Bu

Neural Comput. Appl., 2024

NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design.

Ruizhi Liu, Zhisheng Zeng, Shizhe Ding, Jingyan Sui, Xingquan Li, Dongbo Bu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Multilevel Temporal-Spectral Fusion Network for Multivariate Time Series Classification.

Xulin Huang, Shizhe Ding, Xinru Zhang, Jingyan Sui, Yue Yu, Dongbo Bu

Proceedings of the International Joint Conference on Neural Networks, 2024

Accurate Interpolation of Scattered Data Via Learning Relation Graph.

Shizhe Ding, Boyang Xia, Jingyan Sui, Dongbo Bu

Proceedings of the IEEE International Conference on Acoustics, 2024

2021

Learning 3-opt heuristics for traveling salesman problem via deep reinforcement learning.

Jingyan Sui, Shizhe Ding, Ruizhi Liu, Liming Xu, Dongbo Bu

Proceedings of the Asian Conference on Machine Learning, 2021