Tianyi Ma
Tianyi Ma has 2 papers in our library, in 2026, most of them on Question answering, Knowledge graphs & ontologies, Vision & language; often with Chuxu Zhang, Kaiwen Shi, Keerthiram Murugesan.
OpenAlex · ORCID · h-index 20 · 92 works · 1,357 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 3 times in our library · ⭐ Paper Stars ranking: #10771
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArts and Humanities · 1 workArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 1 workAutomotive Engineering · 1 workEngineering · 1 work
🧭 Topics 3Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workQuestion answering · 1 workVision & language · 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. - Breaking Down and Building Up: Mixture of Skill-Based Vision-and-Language Navigation Agents (2026)
Vision-and-Language Navigation (VLN) agents still generalize poorly to unseen buildings and unfamiliar instruction phrasing.
Co-authors here
- Chuxu Zhang
- Kaiwen Shi
- Keerthiram Murugesan
- Parisa Kordjamshidi
- Vincent Galassi
- Yanfang Ye
- Yue Zhang
- Zehao Wang
- Zehong Wang
- Zhengqing Yuan
- Zheyuan Zhang
Venues
Cited by
Updated
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