--- title: "Jingrui He — author profile and papers — Elamur Research" description: "Jingrui He, University of Illinois Urbana-Champaign: 6 papers on Elamur Research (2026), h-index 5 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/jingrui-he/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jingrui-he/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jingrui He # Jingrui He Jingrui He has 6 papers in our library, in 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/), [Dialogue systems](https://md.research.elamur.ai/free/en/topics/dialogue-systems/); often with [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/), [Tianxin Wei](https://md.research.elamur.ai/free/en/authors/tianxin-wei/), [Xuying Ning](https://md.research.elamur.ai/free/en/authors/xuying-ning/). 6 papers in our library · 2026 [OpenAlex](https://openalex.org/A5127800649) · [**h-index 5**](https://openalex.org/authors/A5127800649) · [14 works](https://openalex.org/works?filter=author.id:A5127800649) · [63 citations](https://openalex.org/works?filter=author.id:A5127800649&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 6 works in our library](https://md.research.elamur.ai/free/en/authors/jingrui-he/#papers) · [🔗 Cited 14 times in our library](https://md.research.elamur.ai/free/en/authors/jingrui-he/cited-by/) · [⭐ Paper Stars ranking: #10635](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10635) 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=Jingrui+He) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jingrui+He) · [dblp](https://dblp.org/search?q=Jingrui+He) · [ACL Anthology](https://aclanthology.org/search/?q=Jingrui+He) ## Affiliations [🎓**University of Illinois Urbana-Champaign** Urbana · United States 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-illinois-urbana-champaign/) 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 7 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 6 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 6 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 6 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 6 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/) · [Information Systems · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [History and Philosophy of Science · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/history-and-philosophy-of-science/) 🧭 Topics 6 Research subjects and languages the work is about.[Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Dialogue systems · 1 work](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 6 papers](https://md.research.elamur.ai/free/en/authors/jingrui-he/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[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. 2. **[RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking](https://md.research.elamur.ai/free/en/papers/zou-2026-rag-over-tables-hierarchical-memory/)** *(2026 · 3 citations)* Many real questions can only be answered by combining facts spread over several tables, yet RAG systems mostly target plain text, and realistic benchmarks for multi-table retrieval are scarce. 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. 5. **[Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR](https://md.research.elamur.ai/free/en/papers/xu-2026-prune-as-you-generate-online/)** *(2026 · 2 citations)* RLVR methods such as GRPO and DAPO are expensive because they sample many rollouts per prompt. Their learning signal is also often weak: when a group's rewards are almost all correct or almost all wrong, group-normalized advantages approach zero. The authors propose ARRoL (Accelerating RLVR via online RoLlout… 6. **[Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks](https://md.research.elamur.ai/free/en/papers/zhang-2026-copyright-detective-forensic-system-evidence/)** *(2026)* Copyright Detective is an interactive forensic tool for collecting evidence that LLMs may reproduce copyrighted material. ## Co-authors here 12 of 28 co-authors with a page, the most papers together first. - [Hanghang Tong](https://md.research.elamur.ai/free/en/authors/hanghang-tong/) ×4 - [Tianxin Wei](https://md.research.elamur.ai/free/en/authors/tianxin-wei/) ×3 - [Xuying Ning](https://md.research.elamur.ai/free/en/authors/xuying-ning/) ×3 - [Jiaru Zou](https://md.research.elamur.ai/free/en/authors/jiaru-zou/) ×2 - [Ruizhong Qiu](https://md.research.elamur.ai/free/en/authors/ruizhong-qiu/) ×2 - [Sirui Chen](https://md.research.elamur.ai/free/en/authors/sirui-chen/) ×2 - [Xiao Lin](https://md.research.elamur.ai/free/en/authors/xiao-lin/) ×2 - [Yada Zhu](https://md.research.elamur.ai/free/en/authors/yada-zhu/) ×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 - [Yuchen Yan](https://md.research.elamur.ai/free/en/authors/yuchen-yan/) ×2 - [Ahmed Abbasi](https://md.research.elamur.ai/free/en/authors/ahmed-abbasi/) ## 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/) ×3 - [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 ## Cited by Papers of our library cite their works 14 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/jingrui-he/cited-by/). Updated 2 November 2026