Publications

2026

1. IEEE TCYB

   HEQP: A Hypergraph Neural Network-Based Evolutionary Method for Large-Scale QCQPs

   Zhixiao Xiong, Huigen Ye, Hua Xu, and 1 more author

   IEEE Transactions on Cybernetics, 2026

   DOI

2024

1. NeuralQP

   NeuralQP: A General Hypergraph-based Optimization Framework for Large-scale QCQPs

   Zhixiao Xiong, Fangyu Zong, Huigen Ye, and 1 more author

   arXiv preprint arXiv:2410.03720, 2024

   arXiv
2. CurBench

   CurBench: Curriculum Learning Benchmark

   Yuwei Zhou, Zirui Pan, Xin Wang, and 8 more authors

   In Forty-first International Conference on Machine Learning, 2024

   Website