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AIM Faculty & Staff
Haizhao Yang
Haizhao Yang
Associate Professor, Department of Mathematics
Latest Papers
Curse of dimensionality in neural network optimization
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Information and Inference: A Journal of the IMA
Author(s): Na, Sanghoon, Yang, Haizhao
UMD Author(s): Haizhao Yang
Finite expression methods for discovering physical laws from data
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Communications in Mathematical Sciences
Author(s): Jiang, Zhongyi, Wang, Chunmei, Yang, Haizhao
UMD Author(s): Haizhao Yang
Deep learning via neural energy descent
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Communications in Computational Physics
Author(s): Hao, Wenrui, Wang, Chunmei, Xu, Xingjian, et. al
UMD Author(s): Haizhao Yang
Spectral clustering via orthogonalization-free methods
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Communications in Mathematical Sciences
Author(s): Pang, Qiyuan, Yang, Haizhao
UMD Author(s): Haizhao Yang
ReSearch: A Multi-Stage Machine Learning Framework for Earth Science Data Discovery
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arXiv preprint arXiv:2601.14176
Author(s): Sun, Youran, Wen, Yixin, Yang, Haizhao
UMD Author(s): Haizhao Yang
DRIFT: Detecting Representational Inconsistencies for Factual Truthfulness
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arXiv preprint arXiv:2601.14210
Author(s): Bhatnagar, Rohan, Sun, Youran, Zhang, Chi Andrew, et. al
UMD Author(s): Haizhao Yang
FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model for Dynamical Simulation
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ADVANCED THEORY AND SIMULATIONS
Author(s): Zezheng Song, Jiaxin Yuan, Haizhao Yang
UMD Author(s): Haizhao Yang
LLMs Meet Finance: Fine-Tuning Foundation Models for the Open FinLLM Leaderboard
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arXiv
UMD Author(s): Haizhao Yang
NESTEROV'S ACCELERATED JACOBI-TYPE METHODS FOR LARGE-SCALE SYMMETRIC POSITIVE SEMIDEFINITE LINEAR SYSTEMS
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SIAM Journal on Scientific Computing
UMD Author(s): Haizhao Yang