Kangning Zhang
Kangning Zhang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning; often with Weinan Zhang, Yong Yu, Jiachen Zhu.
OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #11663
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksBusiness, Management and Accounting · 1 workManagement Information Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
Papers
- LoopTool: Closing the Data–Training Loop for Robust LLM Tool Calls (2026 · 6 citations)
Synthetic data pipelines for training tool-calling LLMs are usually static. Data are generated once, without regard to what the model already handles or still gets wrong, and noisy labels from cheaper open-source generators stay in the set. LoopTool addresses this by turning data creation and training into one… - A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage (2026)
Reasoning alignment for LLMs has mostly relied on outcome reward models (ORMs). These judge only the final answer, so an extended chain of thought receives just one coarse signal. This survey covers Process Reward Models (PRMs), which score individual steps or whole trajectories. It frames the field as a cycle…
Co-authors here
- Weinan Zhang ×2
- Yong Yu ×2
- Jiachen Zhu
- Jianghao Lin
- Kounianhua Du
- Mengyue Yang
- Rong Shan
- Weiwen Liu
- Wenxiang Jiao
- Yuxiang Chen
Venues
Cited by
Updated
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