Shihao Liu
Shihao Liu has 2 papers in our library, in 2026, most of them on Question answering, Knowledge graphs & ontologies; often with Geyuan Zhang, Xiaofei Zhou, Bo Wang.
OpenAlex · h-index 1 · 3 works · 1 citations OpenAlex, 2026-10-14
Affiliations
🏛️Chinese Academy of SciencesBeijing ·
China2024–2026 · 3 papers🔬Institute of Information EngineeringBeijing ·
China2024–2026 · 3 papers🎓University of Chinese Academy of SciencesBeijing ·
China2024–2026 · 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
🧭 Topics 2Research subjects and languages the work is about.Knowledge graphs & ontologies · 1 workQuestion answering · 1 work
Works by year
2020s
Papers
- SDC-LoRA: Singular-Subspace Drift Controlled LoRA to Mitigate Knowledge Forgetting (2026)
Fine-tuning LLMs with LoRA often erodes general knowledge, which is thought to sit mainly in the principal singular subspace of the pretrained weight W0. - Temporal Evidence Chain for Temporal Knowledge Graph Question Answering with Large Language Models (2026)
The paper addresses question answering over temporal knowledge graphs (TKGQA), where questions such as "who first visited X after Y" require reasoning along an event timeline.
Co-authors here
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
Updated
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