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Han Guo — most-cited papers & profile · Large Language Models
← authors
·
overview
Han Guo
8
papers ·
170
citations ·
15
h-index
UC San Diego Health System · University of California San Diego · North West Agriculture and Forestry University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
2022 · 146 citations
Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
2021 · 14 citations
DORB: Dynamically Optimizing Multiple Rewards with Bandits
2020 · 2 citations
Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach
2023 · 1 citations
Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization
2024
Top co-authors
Eric P. Xing
· 1
Jonathan Ragan-Kelley
· 1
Radostin Cholakov
· 1
William Brandon
· 1
Yoon Kim
· 1
Topics
Policy Gradient
Meta-RL
Value-Based
Safe RL
Offline RL
RLHF & Alignment
Federated Learning
Optimization
Image Generation
Object Detection