Haoze He

21 papers A* 1A 1C 1Journal 16Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bridging Chaos Game Representations and
CoRR
Haoze He, Lila Kari, Pablo Millan Arias
2025 — conf
Bridging Chaos Game Representations and k-mer Frequencies of DNA Sequences.
UCNC
Haoze He, Lila Kari, Pablo Millan Arias
2025 J jnl
CloudAnoAgent: Anomaly Detection for Cloud Sites via LLM Agent with Neuro-Symbolic Mechanism.
CoRR
Xinkai Zou, Xuan Jiang, Ruikai Huang, Haoze He, Parv Kapoor, Jiahua Zhao
2025 J jnl
RAST-MoE-RL: A Regime-Aware Spatio-Temporal MoE Framework for Deep Reinforcement Learning in Ride-Hailing.
CoRR
Yuhan Tang, Kangxin Cui, Jung Ho Park, Yibo Zhao, Xuan Jiang, Haoze He, Dingyi Zhuang, Shenhao Wang, Jiangbo Yu, Harilaos N. Koutsopoulos, Jinhua Zhao
2025 J jnl
RJD-BASE: Multi-Modal Spectral Clustering via Randomized Joint Diagonalization.
CoRR
Haoze He, Artemis Pados, Daniel Kressner
2025 J jnl
Randomized methods for computing joint eigenvalues, with applications to multiparameter eigenvalue problems and root finding.
Numer. Algorithms
Haoze He, Daniel Kressner, Bor Plestenjak
2025 A* conf
SMT: Fine-Tuning Large Language Models with Sparse Matrices.
ICLR
Haoze He, Juncheng B. Li, Xuan Jiang, Heather Miller
2025 J jnl
Stochastic trace estimation for parameter-dependent matrices applied to spectral density approximation.
CoRR
Fabio Matti, Haoze He, Daniel Kressner, Hei Yin Lam
2024 J jnl
A randomized algorithm for simultaneously diagonalizing symmetric matrices by congruence.
CoRR
Haoze He, Daniel Kressner
2024 J jnl
A simple, randomized algorithm for diagonalizing normal matrices.
CoRR
Haoze He, Daniel Kressner
2024 A conf
Adjacent Leader Decentralized Stochastic Gradient Descent.
ECAI
Haoze He, Jing Wang, Anna Choromanska
2024 J jnl
Adjacent Leader Decentralized Stochastic Gradient Descent.
CoRR
Haoze He, Jing Wang, Anna Choromanska
2024 C conf
Multi-View Radar Autoencoder for Self-Supervised Automotive Radar Representation Learning.
IV
Haoran Zhu, Haoze He, Anna Choromanska, Satish Ravindran, Binbin Shi, Lihui Chen
2024 J jnl
Randomized Joint Diagonalization of Symmetric Matrices.
SIAM J. Matrix Anal. Appl.
Haoze He, Daniel Kressner
2024 J jnl
Randomized methods for computing joint eigenvalues, with applications to multiparameter eigenvalue problems and root finding.
CoRR
Haoze He, Daniel Kressner, Bor Plestenjak
2024 J jnl
Sparse Matrix in Large Language Model Fine-tuning.
CoRR
Haoze He, Juncheng Billy Li, Xuan Jiang, Heather Miller
2023 — conf
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment Via Submodular Partitioning.
ICCV (Workshops)
Haoze He, Parijat Dube
2022 J jnl
Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches.
CoRR
Haoze He, Parijat Dube
2022 J jnl
RCD-SGD: Resource-Constrained Distributed SGD in Heterogeneous Environment via Submodular Partitioning.
CoRR
Haoze He, Parijat Dube
2022 J jnl
Randomized Joint Diagonalization of Symmetric Matrices.
CoRR
Haoze He, Daniel Kressner
2022 J jnl
Wrist pulse signal acquisition and analysis for disease diagnosis: A review.
Comput. Biol. Medicine
Chaoxun Guo, Zhixing Jiang, Haoze He, Yining Liao, David Zhang