UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs. - Xi Han 002; Fei Hou 001; Hong Qin 001 (ICML, 2024)

2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification. - Jingwei Zhang; Anh Tien Nguyen; Xi Han 002; Vincent Quoc-Huy Trinh; Hong Qin 001; Dimitris Samaras; Mahdi S. Hosseini (CVPR, 2025)

LBMamba: Locally Bi-directional Mamba. - Jingwei Zhang; Xi Han 002; Hong Qin 001; Mahdi S. Hosseini; Dimitris Samaras (Trans. Mach. Learn. Res., 2025)

GeoMaNO: Geometric Mamba Neural Operator for Partial Differential Equations. - Xi Han 002; Jingwei Zhang; Dimitris Samaras; Fei Hou 001; Hong Qin 001 (CoRR, 2025)

NeuraLSP: An Efficient and Rigorous Neural Left Singular Subspace Preconditioner for Conjugate Gradient Methods. - Alexander Benanti; Xi Han 002; Hong Qin 001 (CoRR, 2026)