Scholar

Kun Yang

Google Scholar ID: -BzQrlgAAAAJ

Google, University of Virginia

Reinforcement LearningLarge Language ModelsCode Optimization

Citations & Impact

All-time

Citations

142

H-index

i10-index

Publications

Co-authors

list available

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Publications

13 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

Two papers accepted to NeurIPS 2024: 'Efficient Prompt Optimization Through the Lens of Best Arm Identification' (co-first author) and 'Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models'.
Paper 'Average Reward Reinforcement Learning for Wireless Radio Resource Management' accepted to IEEE Asilomar 2024 and selected as a finalist for the Best Student Paper Award.
Paper 'Harnessing the Power of Federated Learning in Federated Contextual Bandits' accepted by Transactions on Machine Learning Research (TMLR).
Research on applying offline reinforcement learning to wireless communication published in IEEE Transactions on Wireless Communications.
Published work: 'Best Arm Identification for Prompt Learning under a Limited Budget'.
Published paper 'On the Convergence of Hybrid Server-Clients Collaborative Training' in IEEE Journal on Selected Areas in Communications (2022).

Co-authors

15 total