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ORCIDZhongwang Zhang
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2020 – today
- 2024
[j1]Zhongwang Zhang
, Zhi-Qin John Xu:
Implicit Regularization of Dropout. IEEE Trans. Pattern Anal. Mach. Intell. 46(6): 4206-4217 (2024)- [c4]Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu:
Stochastic Modified Equations and Dynamics of Dropout Algorithm. ICLR 2024 - [i13]Zhongwang Zhang, Zhiwei Wang, Junjie Yao, Zhangchen Zhou, Xiaolong Li, Weinan E, Zhi-Qin John Xu:
Anchor function: a type of benchmark functions for studying language models. CoRR abs/2401.08309 (2024) - [i12]Zhiwei Wang, Lulu Zhang, Zhongwang Zhang, Zhi-Qin John Xu:
Loss Jump During Loss Switch in Solving PDEs with Neural Networks. CoRR abs/2405.03095 (2024) - [i11]Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu:
Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing. CoRR abs/2405.05409 (2024) - [i10]Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu:
Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation. CoRR abs/2405.15302 (2024) - [i9]Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai:
Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. CoRR abs/2406.18035 (2024) - 2023
- [i8]Zhongwang Zhang, Zhi-Qin John Xu:
Loss Spike in Training Neural Networks. CoRR abs/2305.12133 (2023) - [i7]Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu:
Stochastic Modified Equations and Dynamics of Dropout Algorithm. CoRR abs/2305.15850 (2023) - [i6]Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu:
Optimistic Estimate Uncovers the Potential of Nonlinear Models. CoRR abs/2307.08921 (2023) - 2022
- [c3]Weijin Wang, Jin Li, Yilei Wang, Zhongwang Zhang:
RETSR: An Effective Review-Enhanced and Time-Aware Sequential Recommendation Framework. ICTAI 2022: 826-831 - [i5]Zhongwang Zhang, Zhi-Qin John Xu:
Implicit regularization of dropout. CoRR abs/2207.05952 (2022) - [i4]Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu:
Linear Stability Hypothesis and Rank Stratification for Nonlinear Models. CoRR abs/2211.11623 (2022) - 2021
- [c2]Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu:
Embedding Principle of Loss Landscape of Deep Neural Networks. NeurIPS 2021: 14848-14859 - [i3]Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu:
Embedding Principle of Loss Landscape of Deep Neural Networks. CoRR abs/2105.14573 (2021) - [i2]Zhongwang Zhang, Hanxu Zhou, Zhi-Qin John Xu:
A variance principle explains why dropout finds flatter minima. CoRR abs/2111.01022 (2021) - [i1]Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu:
Embedding Principle: a hierarchical structure of loss landscape of deep neural networks. CoRR abs/2111.15527 (2021) - 2020
- [c1]Xueli Zheng, Zhongwang Zhang, Xinyang Yan, Zhongjiang Yan, Mao Yang, Bo Li:
A Distributed Reservation and Contention Combined TDMA Protocol for Wireless Avionics Intra-communication Networks. IoTaaS 2020: 311-328
Coauthor Index
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