--- title: "Qizhou Chen — author profile and papers · Question answering" description: "Qizhou Chen, East China Normal University: 4 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/qizhou-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/qizhou-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Qizhou Chen # Qizhou Chen Qizhou Chen has 4 papers in our library, in 2025–2026, most of them on [Question answering](https://md.research.elamur.ai/free/en/topics/question-answering/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Chengyu Wang](https://md.research.elamur.ai/free/en/authors/chengyu-wang/), [Taolin Zhang](https://md.research.elamur.ai/free/en/authors/taolin-zhang/), [Xiaofeng He](https://md.research.elamur.ai/free/en/authors/xiaofeng-he/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5101350583) · [**h-index 3**](https://openalex.org/authors/A5101350583) · [15 works](https://openalex.org/works?filter=author.id:A5101350583) · [15 citations](https://openalex.org/works?filter=author.id:A5101350583&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/qizhou-chen/#papers) · [🔗 Cited 6 times in our library](https://md.research.elamur.ai/free/en/authors/qizhou-chen/cited-by/) · [⭐ Paper Stars ranking: #11238](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11238) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Qizhou+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Qizhou+Chen) · [dblp](https://dblp.org/search?q=Qizhou+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Qizhou+Chen) ## Affiliations [🎓**East China Normal University** Shanghai · China 2024–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/universities/east-china-normal-university/) · [🏢**Alibaba Group** Hangzhou · China 2024–2025 · 4 papers](https://md.research.elamur.ai/free/en/companies/alibaba-group/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 3 Research subjects and languages the work is about.[Question answering · 2 works](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/qizhou-chen/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/qizhou-chen/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering](https://md.research.elamur.ai/free/en/papers/zhang-2025-belle-bi-level-multi-agent/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2026-amata-adaptive-multi-agent-trajectory/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2026-queueedit-structural-self-correction-sequential/)** *(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](https://md.research.elamur.ai/free/en/papers/zhang-2026-taming-zombie-agents-markov-state/)** *(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… ## Co-authors here 7 co-authors with a page, the most papers together first. - [Chengyu Wang](https://md.research.elamur.ai/free/en/authors/chengyu-wang/) ×4 - [Taolin Zhang](https://md.research.elamur.ai/free/en/authors/taolin-zhang/) ×4 - [Xiaofeng He](https://md.research.elamur.ai/free/en/authors/xiaofeng-he/) ×4 - [Dongyang Li](https://md.research.elamur.ai/free/en/authors/dongyang-li/) ×3 - [Richang Hong](https://md.research.elamur.ai/free/en/authors/richang-hong/) ×3 - [Chen Chen](https://md.research.elamur.ai/free/en/authors/chen-chen/) ×2 - [Jiuheng Wan](https://md.research.elamur.ai/free/en/authors/jiuheng-wan/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×3: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2, [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 6 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/qizhou-chen/cited-by/). Updated 2 November 2026