Zhongwang Zhang

According to our database, Zhongwang Zhang authored at least 21 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

WebSailor: Navigating Super-human Reasoning for Web Agent.

Kuan Li, Zhongwang Zhang, Huifeng Yin, Liwen Zhang, Litu Ou, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Dingchu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Jingren Zhou

CoRR, July, 2025

Scalable Complexity Control Facilitates Reasoning Ability of LLMs.

Liangkai Hang, Junjie Yao, Zhiwei Bai, Tianyi Chen, Yang Chen, Rongjie Diao, Hezhou Li, Pengxiao Lin, Zhiwei Wang, Cheng Xu, Zhongwang Zhang, Zhangchen Zhou, Zhiyu Li, Zehao Lin, Kai Chen, Feiyu Xiong, Yaoyu Zhang, Weinan E, Hongkang Yang, Zhi-Qin John Xu

CoRR, May, 2025

An Analysis for Reasoning Bias of Language Models with Small Initialization.

Junjie Yao, Zhongwang Zhang, Zhi-Qin John Xu

CoRR, February, 2025

Reasoning Bias of Next Token Prediction Training.

Pengxiao Lin, Zhongwang Zhang, Zhi-Qin John Xu

CoRR, February, 2025

Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, January, 2025

2024

Implicit Regularization of Dropout.

Zhongwang Zhang, Zhi-Qin John Xu

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization.

Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai

CoRR, 2024

Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation.

Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

CoRR, 2024

Loss Jump During Loss Switch in Solving PDEs with Neural Networks.

Zhiwei Wang, Lulu Zhang, Zhongwang Zhang, Zhi-Qin John Xu

CoRR, 2024

Anchor function: a type of benchmark functions for studying language models.

Zhongwang Zhang, Zhiwei Wang, Junjie Yao, Zhangchen Zhou, Xiaolong Li, Weinan E, Zhi-Qin John Xu

CoRR, 2024

Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing.

Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Stochastic Modified Equations and Dynamics of Dropout Algorithm.

Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Optimistic Estimate Uncovers the Potential of Nonlinear Models.

Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu

CoRR, 2023

Loss Spike in Training Neural Networks.

Zhongwang Zhang, Zhi-Qin John Xu

CoRR, 2023

2022

Linear Stability Hypothesis and Rank Stratification for Nonlinear Models.

Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu

CoRR, 2022

RETSR: An Effective Review-Enhanced and Time-Aware Sequential Recommendation Framework.

Weijin Wang, Jin Li, Yilei Wang, Zhongwang Zhang

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

2021

Embedding Principle: a hierarchical structure of loss landscape of deep neural networks.

Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu

CoRR, 2021

A variance principle explains why dropout finds flatter minima.

Zhongwang Zhang, Hanxu Zhou, Zhi-Qin John Xu

CoRR, 2021

Embedding Principle of Loss Landscape of Deep Neural Networks.

Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

A Distributed Reservation and Contention Combined TDMA Protocol for Wireless Avionics Intra-communication Networks.

Xueli Zheng, Zhongwang Zhang, Xinyang Yan, Zhongjiang Yan, Mao Yang, Bo Li

Proceedings of the IoT as a Service - 6th EAI International Conference, 2020