Author

Wen-Jie Wang

3 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#natural language process... May 2026

SkillGraph: Skill-Augmented Reinforcement Learning for Agents via Evolving Skill Graphs

SKILLGRAPH is a framework that represents reusable skills as nodes in a directed graph, with typed edges encoding prerequisite, enhancement, and co-occurrence relations, that achieves state-of-the-art performance against memory-augmented RL methods, with especially large gains on complex tasks that require composing mu...

Xiaoyuan Li, Mo-Xin Li, Ke-Qin Bao et al. · arXiv.org · 15 citations · ⚡1

#machine learning Preprint Oct 2026

Recurrent Self-Improvement: Dynamic Cross-Loop On-Policy Distillation for Looped Language Models

Looped Language Models (LoopLMs) offer a parameter efficient approach to scaling reasoning by reusing shared parameters across recurrent computation steps. Despite their promise, effective post-training of LoopLMs remains challenging. Existing approaches either provide reward based supervision that is sparse or costly...

Yi Wang, Rui Qian, Yu Li et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Answer Probing-Guided Search for Diverse Solution Exploration of LLMs

It is demonstrated that the hidden states of probed answers more effectively differentiate distinct solution paths than semantic embeddings, and the perplexity of probed answers serves as a practical proxy for reasoning correctness.

Yi Fang, Quek Shen, Chengping Li et al. · 0 citations