--- title: "Jintian Zhang — author profile and papers — Elamur Research" description: "Jintian Zhang, Tencent: 3 papers on Elamur Research (2024–2026), h-index 3 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/jintian-zhang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jintian-zhang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jintian Zhang # Jintian Zhang Jintian Zhang has 3 papers in our library, in 2024–2026, most of them on [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Ningyu Zhang](https://md.research.elamur.ai/free/en/authors/ningyu-zhang/), [Huajun Chen](https://md.research.elamur.ai/free/en/authors/huajun-chen/), [Lun Du](https://md.research.elamur.ai/free/en/authors/lun-du/). 3 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5104119322) · [**h-index 3**](https://openalex.org/authors/A5104119322) · [16 works](https://openalex.org/works?filter=author.id:A5104119322) · [77 citations](https://openalex.org/works?filter=author.id:A5104119322&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/jintian-zhang/#papers) · [🔗 Cited 124 times in our library](https://md.research.elamur.ai/free/en/authors/jintian-zhang/cited-by/) · [⭐ Paper Stars ranking: #5810](https://md.research.elamur.ai/free/en/paper-stars/page/59/#star-5810) 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=Jintian+Zhang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jintian+Zhang) · [dblp](https://dblp.org/search?q=Jintian+Zhang) · [ACL Anthology](https://aclanthology.org/search/?q=Jintian+Zhang) ## Affiliations [🎓**Zhejiang University** Hangzhou · China 2024–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🏢**Ant Group** Hangzhou · China 2024–2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/companies/ant-group/) · [🏢**Tencent** Shenzhen · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/companies/tencent/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 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/) · [Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Developmental and Educational Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/developmental-and-educational-psychology/) · [Social Psychology · 1 work](https://md.research.elamur.ai/free/en/shelves/psychology/social-psychology/) · [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 1 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/jintian-zhang/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jintian-zhang/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jintian-zhang/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View](https://md.research.elamur.ai/free/en/papers/zhang-2024-exploring-collaboration-mechanisms-llm-agents/)** *(2024 · 134 citations)* Systems built from several large language model agents are increasingly used for hard tasks, but it is unclear how their collaboration works or whether it resembles human group behaviour. 2. **[LightThinker: Thinking Step-by-Step Compression](https://md.research.elamur.ai/free/en/papers/zhang-2025-lightthinker-thinking-step-step-compression/)** *(2025 · 50 citations)* Slow, o1-style reasoning makes LLMs produce very long token sequences. Because attention cost grows quadratically and the KV Cache grows linearly with context, these outputs are expensive in memory and time. LightThinker addresses this by teaching a model to condense each intermediate reasoning step as it goes. After… 3. **[Can We Predict Before Executing Machine Learning Agents?](https://md.research.elamur.ai/free/en/papers/zheng-2026-can-we-predict-before-executing/)** *(2026 · 2 citations)* ML agents usually improve their code through repeated generate-execute-feedback cycles. Every candidate has to be trained and run, so a single MLE-Bench run can take many hours. The authors ask whether an LLM can act as an implicit world model and judge which solution will perform better before any code runs. They… ## Co-authors here 12 co-authors with a page, the most papers together first. - [Ningyu Zhang](https://md.research.elamur.ai/free/en/authors/ningyu-zhang/) ×3 - [Huajun Chen](https://md.research.elamur.ai/free/en/authors/huajun-chen/) ×2 - [Lun Du](https://md.research.elamur.ai/free/en/authors/lun-du/) ×2 - [Yujie Luo](https://md.research.elamur.ai/free/en/authors/yujie-luo/) ×2 - [Bryan Hooi](https://md.research.elamur.ai/free/en/authors/bryan-hooi/) - [Da Zheng](https://md.research.elamur.ai/free/en/authors/da-zheng/) - [Mengshu Sun](https://md.research.elamur.ai/free/en/authors/mengshu-sun/) - [Ruibo Liu](https://md.research.elamur.ai/free/en/authors/ruibo-liu/) - [Shumin Deng](https://md.research.elamur.ai/free/en/authors/shumin-deng/) - [Shuofei Qiao](https://md.research.elamur.ai/free/en/authors/shuofei-qiao/) - [Xin Xu](https://md.research.elamur.ai/free/en/authors/xin-xu/) - [Yuqi Zhu](https://md.research.elamur.ai/free/en/authors/yuqi-zhu/) ## 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 2024](https://md.research.elamur.ai/free/en/venues/acl/2024/) - [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 124 times (of the 149,439 papers whose bibliographies we read); [40 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jintian-zhang/cited-by/). Updated 1 November 2026