Jinjie Gu
Jinjie Gu has 4 papers in our library, in 2026, most of them on Language models & pretraining, Efficient models & compression; often with Jian Wang, Yue Shen, Hao Zhu.
OpenAlex · h-index 0 · 6 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksComputer Vision and Pattern Recognition · 1 workHealth Informatics · 1 workInformation Systems · 1 workMedicine · 1 work
🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- HAD: HAllucination Detection Language Models Based on a Comprehensive Hallucination Taxonomy (2026 · 1 citation)
Large language models often produce fluent text that is wrong or that drifts from the given instruction or input. - ClinAlign: Scaling Healthcare Alignment from Clinician Preference (2026)
Medical LLMs score well on exam-style tests, but their free-form answers often miss what clinicians actually expect. - Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training (2026)
Continual pre-training (CPT) adapts general LLMs to specialised domains such as medicine. Simply adding more domain tokens quickly stops paying off, because classical scaling laws treat every token as equally useful. This paper proposes a perplexity-aware data scaling law. The frozen base model runs one forward pass… - WebClipper: Efficient Evolution of Web Agents with Graph-based Trajectory Pruning (2026)
Open-source Deep Research web agents such as Tongyi-DeepResearch and MiroThinker reach high accuracy on complex information-seeking tasks.
Co-authors here
- Jian Wang ×3
- Yue Shen ×3
- Hao Zhu ×2
- Lei Liu ×2
- Benyou Wang
- Dan Yang
- Duolin Sun
- Jie Feng
- Junjie Wang
- Kui Ren
- Meixiu Long
- Wei Zhou
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×3: ACL 2026 ×3
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/jinjie-gu/