Sikuan Yan
Sikuan Yan has 2 papers in our library, in 2026; often with Hinrich Schuetze, Jinhe Bi, Volker Tresp.
OpenAlex · h-index 2 · 14 works · 10 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 42 times in our library · ⭐ Paper Stars ranking: #7756
Affiliations
🎓Ludwig-Maximilians-Universität MünchenMunich ·
Germany2026 · 9 papers🎓Munich Center for Machine LearningMunich ·
Germany2026 · 3 papers
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
Works by year
2020s
Papers
- Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning (2026 · 49 citations)
LLMs lose information that falls outside their context window. Systems that add an external memory bank usually depend on fixed heuristics or prompted LLMs to choose what to store and retrieve, and nothing in that choice is trained against answer correctness. Memory-R1 addresses this with reinforcement learning… - Self-Evolving Multi-Agent Systems via Textual Backpropagation (2026 · 3 citations)
Building multi-agent LLM systems usually means hand-crafting prompts, roles and topologies by trial and error.
Co-authors here
- Hinrich Schuetze ×2
- Jinhe Bi ×2
- Volker Tresp ×2
- Xiaowen Ma ×2
- Ercong Nie
- Jeff Z. Pan
- Kristian Kersting
- Yijun Tian
- Yunpu Ma
- Zifeng Ding
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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