Hanlin Gu
Hanlin Gu has 2 papers in our library, in 2025–2026, most of them on Language models & pretraining; often with Kai Chen, Qiang Yang, Tao Fan.
OpenAlex · ORCID · h-index 11 · 59 works · 535 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 6 times in our library · ⭐ Paper Stars ranking: #11174
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models (2025 · 10 citations)
Federated work on LLMs has mostly followed two separate tracks. In one, clients jointly fine-tune identical LLMs. In the other, a server-side LLM teaches small language models (SLMs) on clients. Neither improves the server LLM and the client SLMs together. FedMKT, a parameter-efficient framework, makes knowledge flow… - LLEOT: A Privacy-Enhancing Offsite Tuning Framework via Loss Landscape Elevation (2026)
Offsite Tuning (OT) lets a data owner adapt a proprietary LLM without either side sharing its assets. The model owner sends a reduced "emulator", the data owner trains an adapter on private data, and the adapter is plugged back into the original model. The authors point out a gap: emulators built by OT, CRaSh or…
Co-authors here
Venues
- International Conference on Computational Linguistics (COLING): COLING 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
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