Yuqi Zhu
Yuqi Zhu has 3 papers in our library, in 2025–2026, most of them on Language models & pretraining, Knowledge graphs & ontologies, Efficient models & compression; often with Lun Du, Da Zheng, Huajun Chen.
OpenAlex · ORCID · h-index 3 · 14 works · 58 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 45 times in our library · ⭐ Paper Stars ranking: #9021
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksDecision Sciences · 1 workInformation Systems · 1 workInformation Systems and Management · 1 work
🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workKnowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- 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… - StructMem: Structured Memory for Long-Horizon Behavior in LLMs (2026)
Conversational agents that run for a long time need memory that tracks how events connect, not just isolated facts. - What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations (2026)
LLM agents that try to reproduce AI papers often fail to produce working code. Papers leave out implementation specifics, and standard RAG does not recover technical details buried in cited works or the code signals in related repositories. The authors propose Executable Knowledge Graphs (xKG), a plug-in knowledge…
Co-authors here
- Lun Du ×3
- Da Zheng ×2
- Huajun Chen ×2
- Ningyu Zhang ×2
- Yujie Luo ×2
- Jintian Zhang
- Jizhan Fang
- Mengshu Sun
- Shumin Deng
- Shuofei Qiao
- Yunzhi Yao
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
Cited by
Updated
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