Wenzhe Niu

According to our database, Wenzhe Niu authored at least 6 papers between 2025 and 2026.

Collaborative distances:

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

2026

Hidden States Know Where Reasoning Diverges: Credit Assignment via Span-Level Wasserstein Distance.

Xinzhu Chen, Wei He, Huichuan Fan, Wenzhe Niu, Zhongxiang Sun, Xuanru Wang, Jiuchong Gao, Jinghua Hao, Renqing He, Weijie Yu

CoRR, April, 2026

From Absolute to Relative: Rethinking Reward Shaping in Group-Based Reinforcement Learning.

Wenzhe Niu, Wei He, Zongxia Xie, Jinpeng Ou, Huichuan Fan, Yuchen Ge, Yanru Sun, Ziyin Wang, Yizhao Sun, Chengshun Shi, Jiuchong Gao, Jinghua Hao, Renqing He

CoRR, January, 2026

PIFL: Physics-informed federated learning for progressive degradation estimation in energy storage devices.

Lulu Fan, Bingyang Chen, Xinming Hu, Wenzhe Niu

Adv. Eng. Informatics, 2026

2025

Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment.

Yanru Sun, Emadeldeen Eldele, Zongxia Xie, Yucheng Wang, Wenzhe Niu, Qinghua Hu, Chee Keong Kwoh, Min Wu

CoRR, August, 2025

LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization.

Wenzhe Niu, Zongxia Xie, Yanru Sun, Wei He, Man Xu, Chao Hao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units.

Chao Hao, Zezheng Wang, Yanhua Huang, Ruiwen Xu, Wenzhe Niu, Xin Liu, Zitong Yu

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