--- title: "Jinhe Bi — author profile and papers — Elamur Research" description: "Jinhe Bi, Ludwig-Maximilians-Universität München: 3 papers on Elamur Research (2025–2026), h-index 1 — affiliations, topics, co-authors…" canonical: "https://research.elamur.ai/free/en/authors/jinhe-bi/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jinhe-bi/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jinhe Bi # Jinhe Bi Jinhe Bi has 3 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 [Volker Tresp](https://md.research.elamur.ai/free/en/authors/volker-tresp/), [Hinrich Schuetze](https://md.research.elamur.ai/free/en/authors/hinrich-schuetze/), [Sikuan Yan](https://md.research.elamur.ai/free/en/authors/sikuan-yan/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5111079606) · [**h-index 1**](https://openalex.org/authors/A5111079606) · [26 works](https://openalex.org/works?filter=author.id:A5111079606) · [12 citations](https://openalex.org/works?filter=author.id:A5111079606&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jinhe-bi/#papers) · [🔗 Cited 55 times in our library](https://md.research.elamur.ai/free/en/authors/jinhe-bi/cited-by/) · [⭐ Paper Stars ranking: #8421](https://md.research.elamur.ai/free/en/paper-stars/page/85/#star-8421) 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=Jinhe+Bi) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jinhe+Bi) · [dblp](https://dblp.org/search?q=Jinhe+Bi) · [ACL Anthology](https://aclanthology.org/search/?q=Jinhe+Bi) ## Affiliations [🎓**Ludwig-Maximilians-Universität München** Munich · Germany 2023–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/universities/ludwig-maximilians-universitat-munchen/) 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 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jinhe-bi/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jinhe-bi/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/yan-2026-memory-r1-enhancing-large-language/)** *(2026 · 49 citations)* LLMs lose information that falls outside their context window. Systems that add an external memory bank usually depend on fixed heuristics or prompted LLMs to choose what to store and retrieve, and nothing in that choice is trained against answer correctness. Memory-R1 addresses this with reinforcement learning… 2. **[LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering](https://md.research.elamur.ai/free/en/papers/bi-2025-llava-steering-visual-instruction-tuning/)** *(2025 · 24 citations)* Multimodal LLMs built on the LLaVA recipe are expensive to adapt during visual instruction tuning, even with PEFT methods like LoRA. 3. **[Self-Evolving Multi-Agent Systems via Textual Backpropagation](https://md.research.elamur.ai/free/en/papers/ma-2026-self-evolving-multi-agent-systems/)** *(2026 · 3 citations)* Building multi-agent LLM systems usually means hand-crafting prompts, roles and topologies by trial and error. ## Co-authors here 11 co-authors with a page, the most papers together first. - [Volker Tresp](https://md.research.elamur.ai/free/en/authors/volker-tresp/) ×3 - [Hinrich Schuetze](https://md.research.elamur.ai/free/en/authors/hinrich-schuetze/) ×2 - [Sikuan Yan](https://md.research.elamur.ai/free/en/authors/sikuan-yan/) ×2 - [Xiaowen Ma](https://md.research.elamur.ai/free/en/authors/xiaowen-ma/) ×2 - [Yunpu Ma](https://md.research.elamur.ai/free/en/authors/yunpu-ma/) ×2 - [Ercong Nie](https://md.research.elamur.ai/free/en/authors/ercong-nie/) - [Jeff Z. Pan](https://md.research.elamur.ai/free/en/authors/jeff-z-pan/) - [Kristian Kersting](https://md.research.elamur.ai/free/en/authors/kristian-kersting/) - [Yijun Tian](https://md.research.elamur.ai/free/en/authors/yijun-tian/) - [Yujun Wang](https://md.research.elamur.ai/free/en/authors/yujun-wang/) - [Zifeng Ding](https://md.research.elamur.ai/free/en/authors/zifeng-ding/) ## 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/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/), [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 55 times (of the 149,439 papers whose bibliographies we read); [26 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jinhe-bi/cited-by/). Updated 1 November 2026