--- title: "Xuying Ning — author profile and papers — Elamur Research" description: "Xuying Ning, University of Illinois Urbana-Champaign: 4 papers on Elamur Research (2025–2026), h-index 3 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/xuying-ning/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xuying-ning/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xuying Ning # Xuying Ning Xuying Ning has 4 papers in our library, in 2025–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/), [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/); often with [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/), [Jingrui He](https://md.research.elamur.ai/free/en/authors/jingrui-he/), [Tianxin Wei](https://md.research.elamur.ai/free/en/authors/tianxin-wei/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5122373329) · [ORCID](https://orcid.org/0009-0004-3521-6634) · [**h-index 3**](https://openalex.org/authors/A5122373329) · [36 works](https://openalex.org/works?filter=author.id:A5122373329) · [23 citations](https://openalex.org/works?filter=author.id:A5122373329&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/xuying-ning/#papers) · [🔗 Cited 19 times in our library](https://md.research.elamur.ai/free/en/authors/xuying-ning/cited-by/) · [⭐ Paper Stars ranking: #10272](https://md.research.elamur.ai/free/en/paper-stars/page/103/#star-10272) 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=Xuying+Ning) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xuying+Ning) · [dblp](https://dblp.org/search?q=Xuying+Ning) · [ACL Anthology](https://aclanthology.org/search/?q=Xuying+Ning) ## Affiliations [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2024–2026 · 31 papersEmployment since 2024*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) · [🎓**Xi'an Jiaotong University** Xi'an · China 2020–2024Employment 2020–2024](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/) 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 · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) 🧭 Topics 4 Research subjects and languages the work is about.[Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/xuying-ning/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xuying-ning/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time](https://md.research.elamur.ai/free/en/papers/zhang-2025-alphaone-reasoning-models-thinking-slow/)** *(2025 · 10 citations)* Models like OpenAI o1 and DeepSeek-R1, known as large reasoning models (LRMs), frequently overthink or underthink at inference time. 2. **[Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents](https://md.research.elamur.ai/free/en/papers/bei-2026-mem-gallery-benchmarking-multimodal-long/)** *(2026 · 6 citations)* Agents built on multimodal large language models (MLLMs) need to remember what users show and tell them over many conversations. 3. **[Harnessing Consistency for Robust Test-Time LLM Ensemble](https://md.research.elamur.ai/free/en/papers/zeng-2026-harnessing-consistency-robust-test-time/)** *(2026 · 2 citations)* Test-time ensembles of large language models aim to combine the complementary strengths of different LLMs. 4. **[PAPERMIND: Benchmarking Agentic Reasoning and Critique over Scientific Papers in Multimodal LLMs](https://md.research.elamur.ai/free/en/papers/zhao-2026-papermind-benchmarking-agentic-reasoning-critique/)** *(2026 · 2 citations)* PaperMind is a benchmark for testing whether multimodal LLMs can reason about scientific papers in an integrated, agent-like way. ## Co-authors here 12 of 16 co-authors with a page, the most papers together first. - [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/) ×3 - [Jingrui He](https://md.research.elamur.ai/free/en/authors/jingrui-he/) ×3 - [Tianxin Wei](https://md.research.elamur.ai/free/en/authors/tianxin-wei/) ×3 - [Xiao Lin](https://md.research.elamur.ai/free/en/authors/xiao-lin/) ×2 - [Yanjun Zhao](https://md.research.elamur.ai/free/en/authors/yanjun-zhao/) ×2 - [Yuanchen Bei](https://md.research.elamur.ai/free/en/authors/yuanchen-bei/) ×2 - [Han Wang](https://md.research.elamur.ai/free/en/authors/han-wang/) - [Huan Zhang](https://md.research.elamur.ai/free/en/authors/huan-zhang/) - [Jiaru Zou](https://md.research.elamur.ai/free/en/authors/jiaru-zou/) - [Jitendra Malik](https://md.research.elamur.ai/free/en/authors/jitendra-malik/) - [Lingjie Chen](https://md.research.elamur.ai/free/en/authors/lingjie-chen/) - [Ruizhong Qiu](https://md.research.elamur.ai/free/en/authors/ruizhong-qiu/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/): [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ## Cited by Papers of our library cite their works 19 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/xuying-ning/cited-by/). Updated 2 November 2026