Elamur Research⌕
☰
home / authors / Jingrui He

Jingrui He

Jingrui He has 6 papers in our library, in 2026, most of them on Language models & pretraining, Vision & language, Dialogue systems; often with Hanghang Tong, Tianxin Wei, Xuying Ning.

6 papers in our library · 2026

OpenAlex · h-index 5 · 14 works · 63 citations OpenAlex, 2026-10-14

📄 6 works in our library · 🔗 Cited 14 times in our library · ⭐ Paper Stars ranking: #10635

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

🎓University of Illinois Urbana-ChampaignUrbana · United States2026 · 5 paperscurrent

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 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 6 worksComputer Science · 6 worksArtificial Intelligence · 6 worksLanguage and Linguistics · 6 worksComputer Vision and Pattern Recognition · 3 worksInformation Systems · 3 worksHistory and Philosophy of Science · 1 work

🧭 Topics 6Research subjects and languages the work is about.Vision & language · 2 worksInformation retrieval & search · 1 workLanguage models & pretraining · 2 worksEfficient models & compression · 1 workDialogue systems · 1 workReasoning · 1 work

 Works by year

2020s

20266 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Mem-Gallery: Benchmarking Multimodal Long-Term Conversational Memory for MLLM Agents (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 (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 (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 (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 (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 (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.

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 14 times (of the 149,439 papers whose bibliographies we read); 3 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/jingrui-he/