Jiayi Li
Jiayi Li has 2 papers in our library, in 2024–2026, most of them on Knowledge graphs & ontologies; often with Biyuan Lin, MiniCPM Team, Tianle Gu.
OpenAlex · ORCID · h-index 15 · 80 works · 570 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 18 times in our library · ⭐ Paper Stars ranking: #10632
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Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 1Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 work
Works by year
2020s
Papers
- Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion (2024 · 25 citations)
The paper addresses extrapolative Temporal Knowledge Graph Completion (TKGC). Given time-stamped quadruples observed up to some point, the goal is to predict the missing entity in events at later timestamps. Earlier approaches based on GNNs, rules or reinforcement learning make little use of textual information and… - MiniCPM-SALA: Hybridizing Sparse and Linear Attention for Efficient Long-Context Modeling (2026 · 2 citations)
Full attention in Transformers is costly for very long inputs. Compute grows quadratically with length, and the KV-Cache can reach tens or hundreds of gigabytes at million-token scale. Sparse attention cuts computation but still keeps the whole cache. Linear attention is cheap but compresses context lossily and loses…
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