Provable Domain Generalization via Invariant-Feature Subspace Recovery. - Haoxiang Wang 003; Haozhe Si; Bo Li 026; Han Zhao 002 (ICML, 2022)

Fully Self-Supervised Depth Estimation from Defocus Clue. - Haozhe Si; Bin Zhao 001; Dong Wang 028; Yunpeng Gao; Mulin Chen; Zhigang Wang 002; Xuelong Li 001 (CVPR, 2023)

Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms. - Haoxiang Wang 003; Gargi Balasubramaniam; Haozhe Si; Bo Li 026; Han Zhao 002 (CoRR, 2023)

Enhancing Compositional Generalization via Compositional Feature Alignment. - Haoxiang Wang 003; Haozhe Si; Huajie Shao; Han Zhao 002 (Trans. Mach. Learn. Res., 2024)

Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization. - Yuen Chen; Haozhe Si; Guojun Zhang; Han Zhao 002 (UAI, 2025)

Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data. - Haozhe Si; Yuxuan Wan; Minh Do; Deepak Vasisht; Han Zhao 002; Hendrik F. Hamann (CoRR, 2025)