Wrist pulse signal acquisition and analysis for disease diagnosis: A review. - Chaoxun Guo; Zhixing Jiang; Haoze He; Yining Liao; David Zhang 001 (Comput. Biol. Medicine, 2022)

Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches. - Haoze He; Parijat Dube (CoRR, 2022)

RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning. - Haoze He; Parijat Dube (ICCV (Workshops), 2023)

Adjacent Leader Decentralized Stochastic Gradient Descent. - Haoze He; Jing Wang 178; Anna Choromanska (ECAI, 2024)

Multi-View Radar Autoencoder for Self-Supervised Automotive Radar Representation Learning. - Haoran Zhu; Haoze He; Anna Choromanska; Satish Ravindran; Binbin Shi; Lihui Chen (IV, 2024)

A randomized algorithm for simultaneously diagonalizing symmetric matrices by congruence. - Haoze He; Daniel Kressner (CoRR, 2024)

Sparse Matrix in Large Language Model Fine-tuning. - Haoze He; Juncheng Billy Li; Xuan Jiang; Heather Miller (CoRR, 2024)

A simple, randomized algorithm for diagonalizing normal matrices. - Haoze He; Daniel Kressner (CoRR, 2024)

Randomized methods for computing joint eigenvalues, with applications to multiparameter eigenvalue problems and root finding. - Haoze He; Daniel Kressner; Bor Plestenjak (CoRR, 2024)

Randomized Joint Diagonalization of Symmetric Matrices. - Haoze He; Daniel Kressner (SIAM J. Matrix Anal. Appl., 2024)

SMT: Fine-Tuning Large Language Models with Sparse Matrices. - Haoze He; Juncheng B. Li; Xuan Jiang; Heather Miller (ICLR, 2025)

Stochastic trace estimation for parameter-dependent matrices applied to spectral density approximation. - Fabio Matti; Haoze He; Daniel Kressner; Hei Yin Lam (CoRR, 2025)

Bridging Chaos Game Representations and k-mer Frequencies of DNA Sequences. - Haoze He; Lila Kari; Pablo Millan Arias (CoRR, 2025)

CloudAnoAgent: Anomaly Detection for Cloud Sites via LLM Agent with Neuro-Symbolic Mechanism. - Xinkai Zou; Xuan Jiang; Ruikai Huang; Haoze He; Parv Kapoor; Jiahua Zhao (CoRR, 2025)