--- title: "Xingyu Lu — author profile and papers — Elamur Research" description: "Xingyu Lu, Chongqing University of Posts and Telecommunications: 4 papers on Elamur Research (2025–2026), h-index 31 — affiliations…" canonical: "https://research.elamur.ai/free/en/authors/xingyu-lu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/xingyu-lu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Xingyu Lu # Xingyu Lu Xingyu Lu has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Jie Sun](https://md.research.elamur.ai/free/en/authors/jie-sun/), [Jun Zhou](https://md.research.elamur.ai/free/en/authors/jun-zhou/), [Pengfei Liu](https://md.research.elamur.ai/free/en/authors/pengfei-liu/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5030485564) · [ORCID](https://orcid.org/0000-0002-8393-0582) · [**h-index 31**](https://openalex.org/authors/A5030485564) · [187 works](https://openalex.org/works?filter=author.id:A5030485564) · [5,658 citations](https://openalex.org/works?filter=author.id:A5030485564&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/xingyu-lu/#papers) · [🔗 Cited 31 times in our library](https://md.research.elamur.ai/free/en/authors/xingyu-lu/cited-by/) · [⭐ Paper Stars ranking: #8121](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8121) 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=Xingyu+Lu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Xingyu+Lu) · [dblp](https://dblp.org/search?q=Xingyu+Lu) · [ACL Anthology](https://aclanthology.org/search/?q=Xingyu+Lu) ## Affiliations [🎓**Chongqing University of Posts and Telecommunications** Chongqing · China 2016–2026 · 21 papers*current*](https://md.research.elamur.ai/free/en/universities/chongqing-university-of-posts-and-telecommunications/) · [🎓**Fudan University** Shanghai · China 2017–2019 · 19 papers](https://md.research.elamur.ai/free/en/universities/fudan-university/) · [🎓**Guangxi Normal University** Guilin · China 2021 · 3 papers](https://ror.org/02frt9q65) · [🎓**Hong Kong Polytechnic University** Hong Kong · China 2019 · 2 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-polytechnic-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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 13 The field of science this work belongs to (OpenAlex fields).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Materials Science · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Computational Theory and Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [Materials Chemistry · 1 work](https://md.research.elamur.ai/free/en/shelves/materials-science/materials-chemistry/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Signal Processing · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/signal-processing/) · [Decision Sciences · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/) · [Management Science and Operations Research · 1 work](https://md.research.elamur.ai/free/en/shelves/decision-sciences/management-science-and-operations-research/) · [Mathematics · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/) · [Numerical Analysis · 1 work](https://md.research.elamur.ai/free/en/shelves/mathematics/numerical-analysis/) 🧭 Topics 2 Research subjects and languages the work is about.[Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) · [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/xingyu-lu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/xingyu-lu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[InstructMol: Multi-Modal Integration for Building a Versatile and Reliable Molecular Assistant in Drug Discovery](https://md.research.elamur.ai/free/en/papers/cao-2025-instructmol-multi-modal-integration-building/)** *(2025 · 38 citations)* Large language models handle many tasks well, but in drug discovery they still trail specialist models trained for single tasks. 2. **[SepSeq: A Training-Free Framework for Long Numerical Sequence Processing in LLMs](https://md.research.elamur.ai/free/en/papers/sun-2026-sepseq-training-free-framework-long/)** *(2026 · 1 citation)* Modern LLMs advertise very long context windows, yet they handle long sequences of numbers poorly. Tasks such as counting, filtering, or spotting trends need exact access to every value. The authors trace this failure to attention dispersion: as inputs grow, Softmax spreads attention over many similar numeric tokens… 3. **[Crossroads of Optimization under Uncertainty: How to Choose the Optimal Model](https://md.research.elamur.ai/free/en/papers/she-2026-crossroads-optimization-under-uncertainty-how/)** *(2026)* Optimization under Uncertainty (OuU) is hard to use without expertise in optimization and statistics. Practitioners also lack guidance on whether SAA, Robust Optimization (RO) or Distributionally Robust Optimization (DRO) suits a given problem. The authors present LLM4OuU, an LLM-driven multi-agent system. Separate… 4. **[Synergizing Stylometrics with Semantics: Dual-Path Framework for LLM Detection and Attribution](https://md.research.elamur.ai/free/en/papers/lu-2026-synergizing-stylometrics-semantics-dual-path/)** *(2026)* This work addresses attributing a text either to a human or to the specific LLM that wrote it. Likelihood-based detectors such as perplexity or curvature scores, and fine-tuned semantic classifiers, both lose reliability on short texts, derivative content, and cross-domain data. The authors observe that LLMs keep… ## Co-authors here 10 co-authors with a page, the most papers together first. - [Jie Sun](https://md.research.elamur.ai/free/en/authors/jie-sun/) - [Jun Zhou](https://md.research.elamur.ai/free/en/authors/jun-zhou/) - [Pengfei Liu](https://md.research.elamur.ai/free/en/authors/pengfei-liu/) - [Xiang Wang](https://md.research.elamur.ai/free/en/authors/xiang-wang/) - [Xiang Zhou](https://md.research.elamur.ai/free/en/authors/xiang-zhou/) - [Yanbing Liu](https://md.research.elamur.ai/free/en/authors/yanbing-liu/) - [Yang Xiao](https://md.research.elamur.ai/free/en/authors/yang-xiao/) - [Yu Li](https://md.research.elamur.ai/free/en/authors/yu-li/) - [Yu Liu](https://md.research.elamur.ai/free/en/authors/yu-liu/) - [Yuan Yao](https://md.research.elamur.ai/free/en/authors/yuan-yao/) ## 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/) ×3: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×3 - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) ## Cited by Papers of our library cite their works 31 times (of the 149,439 papers whose bibliographies we read); [1 citing paper with a page here →](https://md.research.elamur.ai/free/en/authors/xingyu-lu/cited-by/). Updated 1 November 2026