Shanzhe Lei

According to our database, Shanzhe Lei authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

GROW: Aligning GRPO with State-Action Modeling for Open-World VLM Agents.

Xiongbin Wu, Zhihao Luo, Shanzhe Lei, Lechao Zhang, Xuhong Wang, Jie Yang, Zhonglong Zheng, Yuanjie Zheng, Xin Tan, Wei Liu

CoRR, May, 2026

Safactory: A Scalable Agentic Infrastructure for Training Trustworthy Autonomous Intelligence.

Xinquan Chen, Zhenyun Yin, Shan He, Bin Huang, Shanzhe Lei, Pengcheng Shi, Kun Cai, Bei Chen, Bangwei Liu, Zeyu Kang, Chao Huang, Yang Zhang, Wenjie Li, Ruijun Ge, Yajie Wang, Tianshun Fang, Tianyang Xu, Yiwen Cong, Meng Jin, Gaolei Li, Xuansheng Wu, Linhan Liu, Zijing He, An Li, Yan Teng, Xin Tan, Dongrui Liu, Jing Shao, ChaoChao Lu, Ji He, Jie Li, Chunfeng Song, Jinya Xu, Fan Song, Shujie Wang, Jianmin Qian, Jie Hou, Xuhong Wang, Yingchun Wang, Hui Wang, Xia Hu

CoRR, May, 2026

Towards Trustworthy Report Generation: A Deep Research Agent with Progressive Confidence Estimation and Calibration.

Yi Yuan, Xuhong Wang, Shanzhe Lei

CoRR, April, 2026

2025

UniMark: Artificial Intelligence Generated Content Identification Toolkit.

Meilin Li, Ji He, Yi Yu, Jia Xu, Shanzhe Lei, Yan Teng, Yingchun Wang, Xuhong Wang

CoRR, December, 2025

Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning.

Qianxi He, Qingyu Ren, Shanzhe Lei, Xuhong Wang, Yingchun Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

CredID: Credible Multi-Bit Watermark for Large Language Models Identification.

Haoyu Jiang, Xuhong Wang, Ping Yi, Shanzhe Lei, Yilun Lin

CoRR, 2024