Xiangfeng Wang
Xiangfeng Wang has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Reasoning; often with Chengyuan Yao, Hangyu Guo, Liang Zhao.
OpenAlex · ORCID · h-index 26 · 126 works · 2,471 citations OpenAlex, 2026-10-14
Affiliations
🎓East China Normal UniversityShanghai ·
China2014–2026 · 69 papers🏢State Grid Corporation of ChinaBeijing ·
China2026 · 1 paper🔬Shanghai Key Laboratory of Trustworthy ComputingShanghai ·
China2014–2020 · 17 papers🎓Nanjing UniversityNanjing ·
China2010–2014 · 9 papers🎓Liaoning UniversityShenyang ·
China2004–2011 · 8 papers🎓Yanshan UniversityQinhuangdao ·
China2024–2025 · 5 papers🎓Ningbo University of TechnologyNingbo ·
China2005–2012 · 3 papers🎓University of Science and Technology of ChinaHefei ·
China2024–2025 · 2 papers🎓Tongji UniversityShanghai ·
China2019–2020 · 2 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workComputational Theory and Mathematics · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Evaluation & benchmarks · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Agentic Episodic Control (2026)
Episodic reinforcement learning agents store past experiences in an external memory to learn faster. The authors argue that such agents have two weaknesses. First, small trainable encoders produce narrow state embeddings, which they call a representation bottleneck. Second, the agent queries memory with KNN at every… - PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering (2026)
RLVR (reinforcement learning with verifiable rewards) relies on verifiers that usually check only whether a model's final answer matches the reference.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/xiangfeng-wang/