Wenhua Nie

According to our database, Wenhua Nie authored at least 7 papers between 2024 and 2026.

Collaborative distances:

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

2026

Equilibrium Residuals Expose Three Regimes of Matrix-Game Strategic Reasoning in Language Models.

Wenhua Nie, Binhan Luo, Zijie Meng, Jyh-Shing Roger Jang, Ching-Wen Ma

CoRR, May, 2026

Identified-Set Geometry of Distributional Model Extraction under Top-<i>k</i> Censored API Access.

Wenhua Nie, ZiCheng Zhu, Jianan Wu, Binhan Luo, Haoran Zheng, Jyh-Shing Roger Jang

CoRR, May, 2026

Future Validity is the Missing Statistic: From Impossibility to Φ-Estimation for Grammar-Faithful Speculative Decoding.

Wenhua Nie, Zijie Meng, Kun Zou, Zheng Lin, Ziwei Li, Haoran Zheng, Jyh-Shing Roger Jang, Hao Zhang

CoRR, May, 2026

Gradient Starvation in Binary-Reward GRPO: Why Group-Mean Centering Fails and Why the Simplest Fix Works.

Wenhua Nie, Jianan Wu, Junlin Liu, Ziwei Li, Zheng Lin, Zhang Zijian, Yilong Fan, Haoran Zheng, Jyh-Shing Roger Jang

CoRR, May, 2026

The Coupling Tax: How Shared Token Budgets Undermine Visible Chain-of-Thought Under Fixed Output Limits.

Wenhua Nie, Junlin Liu, Jianan Wu, Zijie Meng, Yilong Fan, Zhang Zijian, Haoran Zheng, Jyh-Shing Roger Jang

CoRR, May, 2026

CodaRAG: Connecting the Dots with Associativity Inspired by Complementary Learning.

Cheng-Yen Li, Xuanjun Chen, Claire Lin, Wei-Yu Chen, Wenhua Nie, Hung-Yi Lee, Jyh-Shing Roger Jang

CoRR, April, 2026

2024

STSPL-SSC: Semi-Supervised Few-Shot Short Text Clustering with Semantic text similarity Optimized Pseudo-Labels.

Wenhua Nie, Lin Deng, Chang-Bo Liu, Jialing Wei, Ruitong Han, Haoran Zheng

Proceedings of the Findings of the Association for Computational Linguistics, 2024