Elamur Research⌕
☰
home / authors / Jintian Zhang

Jintian Zhang

Jintian Zhang has 3 papers in our library, in 2024–2026, most of them on Efficient models & compression; often with Ningyu Zhang, Huajun Chen, Lun Du.

3 papers in our library · 2024–2026

OpenAlex · h-index 3 · 16 works · 77 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 124 times in our library · ⭐ Paper Stars ranking: #5810

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

🎓Zhejiang UniversityHangzhou · China2024–2026 · 10 paperscurrent🏢Ant GroupHangzhou · China2024–2026 · 5 paperscurrent🏢TencentShenzhen · China2026 · 1 papercurrent

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 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksPsychology · 1 workArts and Humanities · 2 worksDevelopmental and Educational Psychology · 1 workSocial Psychology · 1 workLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 1Research subjects and languages the work is about.Efficient models & compression · 1 work

 Works by year

2020s

20261 paper20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View (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 (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? (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.

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 124 times (of the 149,439 papers whose bibliographies we read); 40 citing papers with a page here →.

Updated

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