Zhongwang Zhang

36 papers A* 4B 1Journal 29Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers. IEEE Trans. Pattern Anal. Mach. Intell. Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2025	J	`jnl`	AgentFold: Long-Horizon Web Agents with Proactive Context Management. CoRR Rui Ye, Zhongwang Zhang, Kuan Li, Huifeng Yin, Zhengwei Tao, Yida Zhao, Liangcai Su, Liwen Zhang, Zile Qiao, Xinyu Wang, Pengjun Xie, Fei Huang, Siheng Chen, Jingren Zhou, Yong Jiang
2025	A*	`conf`	An Analysis for Reasoning Bias of Language Models with Small Initialization. ICML Junjie Yao, Zhongwang Zhang, Zhi-Qin John Xu
2025	J	`jnl`	An Analysis for Reasoning Bias of Language Models with Small Initialization. CoRR Junjie Yao, Zhongwang Zhang, Zhi-Qin John Xu
2025	J	`jnl`	BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents. CoRR Litu Ou, Kuan Li, Huifeng Yin, Liwen Zhang, Zhongwang Zhang, Xixi Wu, Rui Ye, Zile Qiao, Pengjun Xie, Jingren Zhou, Yong Jiang
2025	J	`jnl`	Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers. CoRR Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2025	J	`jnl`	Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. J. Mach. Learn. Res. Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
2025	J	`jnl`	Nested Browser-Use Learning for Agentic Information Seeking. CoRR Baixuan Li, Jialong Wu, Wenbiao Yin, Kuan Li, Zhongwang Zhang, Huifeng Yin, Zhengwei Tao, Liwen Zhang, Pengjun Xie, Jingren Zhou, Yong Jiang
2025	J	`jnl`	ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization. CoRR Xixi Wu, Kuan Li, Yida Zhao, Liwen Zhang, Litu Ou, Huifeng Yin, Zhongwang Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Minhao Cheng, Shuai Wang, Hong Cheng, Jingren Zhou
2025	J	`jnl`	Reasoning Bias of Next Token Prediction Training. CoRR Pengxiao Lin, Zhongwang Zhang, Zhi-Qin John Xu
2025	J	`jnl`	Scalable Complexity Control Facilitates Reasoning Ability of LLMs. CoRR 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
2025	J	`jnl`	Scaling Agents via Continual Pre-training. CoRR Liangcai Su, Zhen Zhang, Guangyu Li, Zhuo Chen, Chenxi Wang, Maojia Song, Xinyu Wang, Kuan Li, Jialong Wu, Xuanzhong Chen, Zile Qiao, Zhongwang Zhang, Huifeng Yin, Shihao Cai, Runnan Fang, Zhengwei Tao, Wenbiao Yin, Chenxiong Qian, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
2025	J	`jnl`	Tongyi DeepResearch Technical Report. CoRR Baixuan Li, Bo Zhang, Dingchu Zhang, Fei Huang, Guangyu Li, Guoxin Chen, Huifeng Yin, Jialong Wu, Jingren Zhou, Kuan Li, Liangcai Su, Litu Ou, Liwen Zhang, Pengjun Xie, Rui Ye, Wenbiao Yin, Xinmiao Yu, Xinyu Wang, Xixi Wu, Xuanzhong Chen, Yida Zhao, Zhen Zhang, Zhengwei Tao, Zhongwang Zhang, Zile Qiao, Chenxi Wang, Donglei Yu, Gang Fu, Haiyang Shen, Jiayin Yang, Jun Lin, Junkai Zhang, Kui Zeng, Li Yang, Hailong Yin, Maojia Song, Ming Yan, Peng Xia, Qian Xiao, Rui Min, Ruixue Ding, Runnan Fang, Shaowei Chen, Shen Huang, Shihang Wang, Shihao Cai, Weizhou Shen, Xiaobin Wang, Xin Guan, Xinyu Geng, Yingcheng Shi, Yuning Wu, Zhuo Chen, Zijian Li, Yong Jiang
2025	—	`conf`	Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism. EMNLP (Findings) Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu
2025	J	`jnl`	WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking. CoRR Zhengwei Tao, Haiyang Shen, Baixuan Li, Wenbiao Yin, Jialong Wu, Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Liwen Zhang, Xinyu Wang, Pengjun Xie, Jingren Zhou, Yong Jiang
2025	J	`jnl`	WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning. CoRR Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Yida Zhao, Liwen Zhang, Litu Ou, Dingchu Zhang, Xixi Wu, Jialong Wu, Xinyu Wang, Zile Qiao, Zhen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou
2025	J	`jnl`	WebSailor: Navigating Super-human Reasoning for Web Agent. CoRR 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
2024	J	`jnl`	Anchor function: a type of benchmark functions for studying language models. CoRR Zhongwang Zhang, Zhiwei Wang, Junjie Yao, Zhangchen Zhou, Xiaolong Li, Weinan E, Zhi-Qin John Xu
2024	J	`jnl`	Implicit Regularization of Dropout. IEEE Trans. Pattern Anal. Mach. Intell. Zhongwang Zhang, Zhi-Qin John Xu
2024	J	`jnl`	Initialization is Critical to Whether Transformers Fit Composite Functions by Inference or Memorizing. CoRR Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2024	A*	`conf`	Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing. NeurIPS Zhongwang Zhang, Pengxiao Lin, Zhiwei Wang, Yaoyu Zhang, Zhi-Qin John Xu
2024	J	`jnl`	Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization. CoRR Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai
2024	J	`jnl`	Loss Jump During Loss Switch in Solving PDEs with Neural Networks. CoRR Zhiwei Wang, Lulu Zhang, Zhongwang Zhang, Zhi-Qin John Xu
2024	A*	`conf`	Stochastic Modified Equations and Dynamics of Dropout Algorithm. ICLR Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu
2024	J	`jnl`	Towards Understanding How Transformer Perform Multi-step Reasoning with Matching Operation. CoRR Zhiwei Wang, Yunji Wang, Zhongwang Zhang, Zhangchen Zhou, Hui Jin, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Yaoyu Zhang, Zhi-Qin John Xu
2023	J	`jnl`	Loss Spike in Training Neural Networks. CoRR Zhongwang Zhang, Zhi-Qin John Xu
2023	J	`jnl`	Optimistic Estimate Uncovers the Potential of Nonlinear Models. CoRR Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
2023	J	`jnl`	Stochastic Modified Equations and Dynamics of Dropout Algorithm. CoRR Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu
2022	J	`jnl`	Implicit regularization of dropout. CoRR Zhongwang Zhang, Zhi-Qin John Xu
2022	J	`jnl`	Linear Stability Hypothesis and Rank Stratification for Nonlinear Models. CoRR Yaoyu Zhang, Zhongwang Zhang, Leyang Zhang, Zhiwei Bai, Tao Luo, Zhi-Qin John Xu
2022	B	`conf`	RETSR: An Effective Review-Enhanced and Time-Aware Sequential Recommendation Framework. ICTAI Weijin Wang, Jin Li, Yilei Wang, Zhongwang Zhang
2021	J	`jnl`	A variance principle explains why dropout finds flatter minima. CoRR Zhongwang Zhang, Hanxu Zhou, Zhi-Qin John Xu
2021	A*	`conf`	Embedding Principle of Loss Landscape of Deep Neural Networks. NeurIPS Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
2021	J	`jnl`	Embedding Principle of Loss Landscape of Deep Neural Networks. CoRR Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
2021	J	`jnl`	Embedding Principle: a hierarchical structure of loss landscape of deep neural networks. CoRR Yaoyu Zhang, Yuqing Li, Zhongwang Zhang, Tao Luo, Zhi-Qin John Xu
2020	—	`conf`	A Distributed Reservation and Contention Combined TDMA Protocol for Wireless Avionics Intra-communication Networks. IoTaaS Xueli Zheng, Zhongwang Zhang, Xinyang Yan, Zhongjiang Yan, Mao Yang, Bo Li