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Xiaofeng He

Xiaofeng He has 4 papers in our library, in 2025–2026, most of them on Question answering, Language models & pretraining, Reasoning; often with Chengyu Wang, Qizhou Chen, Taolin Zhang.

4 papers in our library · 2025–2026

OpenAlex · ORCID · h-index 32 · 156 works · 4,947 citations OpenAlex, 2026-10-14

📄 4 works in our library · 🔗 Cited 22 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #11240

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓East China Normal UniversityShanghai · China2013–2026 · 93 paperscurrent🔬Shanghai Key Laboratory of Trustworthy ComputingShanghai · China2014–2022 · 21 papers🔬Lawrence Berkeley National LaboratoryBerkeley · United States2001–2007 · 19 papers🎓University of California, BerkeleyBerkeley · United States2001–2006 · 9 papers🎓University of South ChinaHengyang · China2011–2024 · 7 papers🎓Pennsylvania State UniversityState College · United States2001–2002 · 7 papers🔬National Energy Research Scientific Computing CenterBerkeley · United States2001–2003 · 6 papers🎓Fudan UniversityShanghai · China2022–2025 · 2 papers🏢JingdongBeijing · China2019 · 2 papers🎓North China University of Science and TechnologyTangshan · China2011 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 1 work

🧭 Topics 3Research subjects and languages the work is about.Question answering · 2 worksReasoning · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20263 papers20251 paper

 Papers

The most cited first (OpenAlex and our library).

  1. BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering (2025 · 9 citations)
    Multi-hop question answering requires collecting several pieces of evidence and chaining them together, but existing LLM-based approaches usually apply one fixed strategy to every question.
  2. AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering (2026)
    LLMs answering knowledge-intensive questions often hallucinate and struggle with long-tail facts. Existing multi-agent QA systems are trained in one of three ways: module by module, end to end, or in a global-local scheme. None of these adapts which agents run for a given question or models how agents depend on each…
  3. QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMs (2026)
    Large language models still produce factual errors. Model editing can patch individual facts, but in sequential model editing (SME), where corrections arrive one after another, earlier edits may conflict with new ones and the model's general abilities can degrade. The authors propose QueueEDIT, which combines two…
  4. Taming “Zombie” Agents: A Markov State-Aware Framework for Resilient Multi-Agent Evolution (2026)
    LLM-based multi-agent systems often save compute by pruning agents or links from the communication graph. These cuts are permanent. An agent that fails for a moment, through a hallucination or a knowledge gap, is removed even if it could have helped in later rounds. The authors call such agents "zombie" agents. Their…

All works

5 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them.

  1. A Short Survey on Taxonomy Learning from Text Corpora: Issues, Resources and Recent Advances ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetChengyu Wang, Xiaofeng He, Aoying Zhou2017 · 87 citations
  2. BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Taolin Zhang, Dongyang Li, Qizhou Chen, et al.2025 · 9 citations
  3. AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Taolin Zhang, Dongyang Li, Chen Chen, et al.2026
  4. QueueEDIT: Structural Self-Correction for Sequential Model Editing in LLMsFindings of the Association for Computational LinguisticsTaolin Zhang, Haidong Kang, Dongyang Li, et al.2026
  5. Taming “Zombie” Agents: A Markov State-Aware Framework for Resilient Multi-Agent EvolutionAnnual Meeting of the Association for Computational Linguistics (ACL)Taolin Zhang, Pukun Zhao, Qizhou Chen, et al.2026

 Co-authors here

7 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 22 times (of the 149,439 papers whose bibliographies we read); 3 citing papers with a page here →.

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