Ju Ren
Ju Ren has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Efficient models & compression; often with Yongheng Deng, Ziqing Qiao, Dong Wang.
OpenAlex · h-index 0 · 1 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 17 times in our library · ⭐ Paper Stars ranking: #9146
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 1 workLanguage and Linguistics · 1 work
🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workReasoning · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning (2025 · 19 citations)
Large Reasoning Models (LRMs) such as DeepSeek-R1 tend to produce very long chains of thought, which raises inference cost. - CoTrust: Privacy-Preserving Collaboration Between Large and Small Language Models in Trusted Execution Environments (2026)
LLM services routinely receive prompts that contain personal or confidential data. A Trusted Execution Environment (TEE) could keep such data safe, but TEEs lack the memory and compute to host billion-parameter models. Masking sensitive spans before sending a prompt out protects privacy, but it removes information…
Co-authors here
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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