Mingguo He

According to our database, Mingguo He authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials.

Mingguo He, Zhewei Wei, Shikun Feng, Zhengjie Huang, Weibin Li, Yu Sun, Dianhai Yu

Proceedings of the ACM on Web Conference 2024, 2024

PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer.

Jiahong Ma, Mingguo He, Zhewei Wei

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2022

Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited.

Mingguo He, Zhewei Wei, Ji-Rong Wen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation.

Mingguo He, Zhewei Wei, Zengfeng Huang, Hongteng Xu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Approximate Graph Propagation.

Hanzhi Wang, Mingguo He, Zhewei Wei, Sibo Wang, Ye Yuan, Xiaoyong Du, Ji-Rong Wen

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021