Yanfang Ye
Yanfang Ye has 4 papers in our library, in 2026, most of them on Question answering, Language models & pretraining, Knowledge graphs & ontologies; often with Chuxu Zhang, Zheyuan Zhang, Kaiwen Shi.
OpenAlex · ORCID · h-index 1 · 7 works · 2 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #10102
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 4 worksArts and Humanities · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 2 worksDecision Sciences · 1 workManagement Science and Operations Research · 1 work
🧭 Topics 3Research subjects and languages the work is about.Question answering · 2 worksKnowledge graphs & ontologies · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering (2026 · 4 citations)
With so many LLMs and agent strategies available, it is hard to know which configuration will work best for a given QA task. - MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference (2026 · 3 citations)
LLM-based multi-agent systems are fragile. Each agent reacts strongly to its prompt, and mistakes spread along the chain of hand-offs. Automating prompt design for such systems is hard for two reasons. The joint space of prompt candidates grows exponentially, and it is unclear which agent caused a failure. MAPRO… - What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context (2026 · 1 citation)
LLM-based sequential recommenders are usually tuned with DPO-style alignment, which reduces user feedback to simple preferred-versus-dispreferred pairs. - NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering (2026)
The paper tackles nutrition question answering, where a system must judge whether a food suits a particular person given their health conditions, habits and the food's nutritional profile.
Co-authors here
- Chuxu Zhang ×3
- Zheyuan Zhang ×3
- Kaiwen Shi ×2
- Keerthiram Murugesan ×2
- Vincent Galassi ×2
- Zhengqing Yuan ×2
- Chunhui Zhang
- Soroush Vosoughi
- Tianyi Ma
- Zehong Wang
- Zhongyu Ouyang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/yanfang-ye/