Junjie Xu
Junjie Xu has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining; often with Chen Liu, Fali Wang, Qi He.
OpenAlex · ORCID · h-index 5 · 14 works · 189 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 60 times in our library · ⭐ Paper Stars ranking: #6975
Affiliations
Fields, topics and concepts
📚 Shelves 11The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 1 workComputer Science · 1 workArtificial Intelligence · 1 workComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 workAccounting · 1 workBusiness, Management and Accounting · 1 workDecision Sciences · 1 workEconomics, Econometrics and Finance · 1 workFinance · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness (2024 · 159 citations)
LLMs such as Llama-3.1 405B are costly to run and fine-tune. They usually sit behind cloud APIs, which creates privacy risks, and they respond too slowly for on-device or real-time use. They can also fall short in specialised fields like medicine or law. This survey examines small language models (SLMs) as an… - QFinZero: A Unified Financial Toolchain for LLM-Based Trading Agents (2026)
LLM trading agents are usually tested on pre-assembled market snapshots, where humans have already chosen prices and news.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- ACM Transactions on Intelligent Systems and Technology: ACM Transactions on Intelligent Systems and Technology 2024
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/junjie-xu/