Zhang, Zhongwang

9 publications

ICLR 2026 AgentFold: Long-Horizon Web Agents with Proactive Context Folding Rui Ye, Zhongwang Zhang, Kuan Li, Huifeng Yin, Zhengwei Tao, Yida Zhao, Liangcai Su, Liwen Zhang, Zile Qiao, Xinyu Wang, Pengjun Xie, Fei Huang, Jingren Zhou, Siheng Chen, Yong Jiang

ICLR 2026 Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking Zhengwei Tao, Haiyang Shen, Baixuan Li, Wenbiao Yin, Jialong Wu, Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou, Wentao Zhang, Yun Ma, Zhiqiang Gao

ICLR 2026 Scaling Agents via Continual Pre-Training 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, Rui Ye, Yong Jiang, Ningyu Zhang, Pengjun Xie, Fei Huang, Kai Ye, Kewei Tu, Chenxiong Qian, Jingren Zhou

ICLR 2026 WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning Kuan Li, Zhongwang Zhang, Huifeng Yin, Rui Ye, Yida Zhao, Liwen Zhang, Litu Ou, Ding-Chu Zhang, Xixi Wu, Xinmiao Yu, Jialong Wu, Xinyu Wang, Zile Qiao, Zhen Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Zhi-Qin John Xu, Shuai Wang, Minhao Cheng, Jingren Zhou

ICML 2025 An Analysis for Reasoning Bias of Language Models with Small Initialization Junjie Yao, Zhongwang Zhang, Zhi-Qin John Xu

JMLR 2025 Local Linear Recovery Guarantee of Deep Neural Networks at Overparameterization Yaoyu Zhang, Leyang Zhang, Zhongwang Zhang, Zhiwei Bai

NeurIPS 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

ICLR 2024 Stochastic Modified Equations and Dynamics of Dropout Algorithm Zhongwang Zhang, Yuqing Li, Tao Luo, Zhi-Qin John Xu

NeurIPS 2021 Embedding Principle of Loss Landscape of Deep Neural Networks Yaoyu Zhang, Zhongwang Zhang, Tao Luo, Zhiqin J Xu