Zheng Zhang
University of California, Santa Barbara
H-index: 24
North America-United States
Top articles of Zheng Zhang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models | Yifan Yang Jiajun Zhou Ngai Wong Zheng Zhang | 2024/2/18 | |
Deepzero: Scaling up zeroth-order optimization for deep model training | Aochuan Chen Yimeng Zhang Jinghan Jia James Diffenderfer Jiancheng Liu | 2024/5 | |
PID Control-Based Self-Healing to Improve the Robustness of Large Language Models | Transactions on Machine Learning Research | Zhuotong Chen Zihu Wang Yifan Yang Qianxiao Li Zheng Zhang | 2024/3/31 |
Distributionally Robust Circuit Design Optimization under Variation Shifts | Yifan Pan Zichang He Nanlin Guo Zheng Zhang | 2023/10 | |
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design | Ziyue Liu Yixing Li Jing Hu Xinling Yu Shinyu Shiau | 2023/6 | |
Distributionally robust variational quantum algorithms with shifted noise | arXiv preprint arXiv:2308.14935 | Zichang He Bo Peng Yuri Alexeev Zheng Zhang | 2023/8/28 |
Real-Time FJ/MAC PDE Solvers via Tensorized, Back-Propagation-Free Optical PINN Training | Machine Learning with New Compute Paradigms at NeurIPS 2023 | Yequan Zhao Xian Xiao Xinling Yu Ziyue Liu Zhixiong Chen | 2023/12/31 |
Tensorized Optical Multimodal Fusion Network | Yequan Zhao Xian Xiao Geza Kurczveil Raymond G Beausoleil Zheng Zhang | 2023/5 | |
Tensor-Compressed Back-Propagation-Free Training for (Physics-Informed) Neural Networks | Yequan Zhao Xinling Yu Zhixiong Chen Ziyue Liu Sijia Liu | 2023/8 | |
PIFON-EPT: MR-based electrical property tomography using physics-informed Fourier networks | IEEE Journal on Multiscale and Multiphysics Computational Techniques | Xinling Yu José EC Serrallés Ilias I Giannakopoulos Ziyue Liu Luca Daniel | 2023/12/22 |
Particle-based online bayesian sampling | arXiv preprint arXiv:2302.14796 | Yifan Yang Chang Liu Zheng Zhang | 2023/2/28 |
Quantization-Aware and Tensor-Compressed Training of Transformers for Natural Language Understanding | Zi Yang Samridhi Choudhary Siegfried Kunzmann Zheng Zhang | 2023/8 | |
Tensor shape search for efficient compression of tensorized data and neural networks | Applied Soft Computing | Ryan Solgi Zichang He William Jiahua Liang Zheng Zhang Hugo A Loaiciga | 2023/12/1 |
Fairness In a Non-Stationary Environment From an Optimal Control Perspective | Zhuotong Chen Qianxiao Li Zheng Zhang | 2023/7/9 | |
Asymptotically Fair Participation in Machine Learning Models: an Optimal Control Perspective | arXiv preprint arXiv:2311.10223 | Zhuotong Chen Qianxiao Li Zheng Zhang | 2023/11/16 |
A gradient-based approach for online robust deep neural network training with noisy labels | arXiv preprint arXiv:2306.05046 | Yifan Yang Alec Koppel Zheng Zhang | 2023/6/8 |
Online, Informative MCMC Thinning with Kernelized Stein Discrepancy | arXiv preprint arXiv:2201.07130 | Cole Hawkins Alec Koppel Zheng Zhang | 2022/1/18 |
A Quantum-Inspired Hamiltonian Monte Carlo Method for Missing Data Imputation | DIDEM KOCHAN ZHENG ZHANG XIU YANG | 2022/8 | |
Parallel Tensor Network Simulator QTensor | APS March Meeting Abstracts | Danylo Lykov Angela Chen Huaxuan Chen Kristopher Keipert Zheng Zhang | 2022 |
TT-PINN: A Tensor-Compressed Neural PDE Solver for Edge Computing | Ziyue Liu Xinling Yu Zheng Zhang | 2022/7 |
Co-Authors
