Shenzhi Yang

According to our database, Shenzhi Yang authored at least 11 papers between 2024 and 2026.

Collaborative distances:

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

2026

Can LLMs Learn to Reason Robustly under Noisy Supervision?

Shenzhi Yang, Guangcheng Zhu, Bowen Song, Sharon Li, Haobo Wang, Xing Zheng, Yingfan Ma, Zhongqi Chen, Weiqiang Wang, Gang Chen

CoRR, April, 2026

AgentProcessBench: Diagnosing Step-Level Process Quality in Tool-Using Agents.

Shengda Fan, Xuyan Ye, Yupeng Huo, Zhi-Yuan Chen, Yiju Guo, Shenzhi Yang, Wenkai Yang, Shuqi Ye, Jingwen Chen, Haotian Chen, Xin Cong, Yankai Lin

CoRR, March, 2026

2025

TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning.

Shenzhi Yang, Guangcheng Zhu, Xing Zheng, Yingfan Ma, Zhongqi Chen, Bowen Song, Weiqiang Wang, Junbo Zhao, Gang Chen, Haobo Wang

CoRR, December, 2025

NodeReg: Mitigating the Imbalance and Distribution Shift Effects in Semi-Supervised Node Classification via Norm Consistency.

Shenzhi Yang, Jun Xia, Jingbo Zhou, Xingkai Yao, Xiaofang Zhang

CoRR, March, 2025

Category-free Out-of-Distribution Node Detection with Feature Resonance.

Shenzhi Yang, Junbo Zhao, Shouqing Yang, Yixuan Li, Dingyu Yang, Xiaofang Zhang, Haobo Wang

CoRR, February, 2025

HGAC_LLM: Attribute Completion in Heterogeneous Graph with Integration of External Knowledge from Large Language Models.

Zongxing Zhao, Shenzhi Yang, Xingkai Yao, Yuying Wang, Zhongqiu Chen, Xiaofang Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance.

Yaxi Lu, Shenzhi Yang, Cheng Qian, Guirong Chen, Qinyu Luo, Yesai Wu, Huadong Wang, Xin Cong, Zhong Zhang, Yankai Lin, Weiwen Liu, Yasheng Wang, Zhiyuan Liu, Fangming Liu, Maosong Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning.

Zhong Zhang, Yaxi Lu, Yikun Fu, Yupeng Huo, Shenzhi Yang, Yesai Wu, Han Si, Xin Cong, Haotian Chen, Yankai Lin, Jie Xie, Wei Zhou, Wang Xu, Yuanheng Zhang, Zhou Su, Zhongwu Zhai, Xiaoming Liu, Yudong Mei, Jianming Xu, Hongyan Tian, Chongyi Wang, Chi Chen, Yuan Yao, Zhiyuan Liu, Maosong Sun

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

2024

Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective.

Xinhao Yao, Xiaolin Hu, Shenzhi Yang, Yong Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Bounded and Uniform Energy-based Out-of-distribution Detection for Graphs.

Shenzhi Yang, Bin Liang, An Liu, Lin Gui, Xingkai Yao, Xiaofang Zhang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

FastGAT: Simple and Efficient Graph Attention Neural Network with Global-Aware Adaptive Computational Node Attention.

Shenzhi Yang, Li Zhang, Xiaofang Zhang

Proceedings of the IEEE International Conference on Acoustics, 2024