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Fan Lai — most-cited papers & profile · Recommender Systems
← authors
·
overview
Fan Lai
18
papers ·
113
citations ·
0
h-index
University of Illinois Urbana-Champaign · Menlo School
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Oort: Efficient Federated Learning via Guided Participant Selection
2020 · 47 citations
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale
2021 · 39 citations
Fed-ensemble: Improving Generalization through Model Ensembling in Federated Learning
2021 · 14 citations
Hygen: Efficient LLM Serving Via Elastic Online-offline Request Co-location
2025 · 9 citations
OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
2025 · 2 citations
OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
2025 · 2 citations
SoundWeaver: Semantic Warm-Starting for Text-to-Audio Diffusion Serving
2026
SoundWeaver: Semantic Warm-Starting for Text-to-Audio Diffusion Serving
2026
Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
2025
IC-Cache: Efficient Large Language Model Serving via In-context Caching
2025
Auxo: Efficient Federated Learning via Scalable Client Clustering
2022
FedTrans: Efficient Federated Learning via Multi-Model Transformation
2024
Topics
Federated Learning
Efficiency
Optimization
Data Heterogeneity
RAG
cs.SD
cs.CV
eess.AS
cs.LG
Reinforcement Learning