Approximate Graph Propagation. - Hanzhi Wang 001; Mingguo He; Zhewei Wei; Sibo Wang 001; Ye Yuan 001; Xiaoyong Du 001; Ji-Rong Wen (KDD, 2021)

BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation. - Mingguo He; Zhewei Wei; Zengfeng Huang; Hongteng Xu (NeurIPS, 2021)

Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited. - Mingguo He; Zhewei Wei; Ji-Rong Wen (NeurIPS, 2022)

PolyFormer: Scalable Node-wise Filters via Polynomial Graph Transformer. - Jiahong Ma; Mingguo He; Zhewei Wei (KDD, 2024)

Spectral Heterogeneous Graph Convolutions via Positive Noncommutative Polynomials. - Mingguo He; Zhewei Wei; Shikun Feng; Zhengjie Huang; Weibin Li; Yu Sun 029; Dianhai Yu (WWW, 2024)

Rethinking Link Prediction for Directed Graphs. - Mingguo He; Yuhe Guo; Yanping Zheng; Zhewei Wei; Stephan Günnemann; Xiaokui Xiao (CoRR, 2025)