Guojun Xiong
Orcid: 0000-0002-5943-8109
According to our database1,
Guojun Xiong
authored at least 32 papers
between 2017 and 2025.
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Bibliography
2025
Finite-Horizon Single-Pull Restless Bandits: An Efficient Index Policy For Scarce Resource Allocation.
CoRR, January, 2025
2024
Structured Reinforcement Learning for Delay-Optimal Data Transmission in Dense mmWave Networks.
IEEE Trans. Wirel. Commun., October, 2024
Whittle Index-Based Q-Learning for Wireless Edge Caching With Linear Function Approximation.
IEEE/ACM Trans. Netw., October, 2024
CoRR, 2024
On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations.
CoRR, 2024
Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach.
CoRR, 2024
DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback.
CoRR, 2024
CoRR, 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.
CoRR, 2024
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback.
CoRR, 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Twenty-fifth International Symposium on Theory, 2024
Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach.
IEEE/ACM Trans. Netw., October, 2023
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Simulation Analysis of Electromagnetic Vibration of Shunt Reactor Based on AC and DC.
Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Model-free Reinforcement Learning for Content Caching at the Wireless Edge via Restless Bandits.
CoRR, 2022
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Index-aware reinforcement learning for adaptive video streaming at the wireless edge.
Proceedings of the MobiHoc '22: The Twenty-third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing, Seoul, Republic of Korea, October 17, 2022
Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
Optimality Conditions of Performance-Guaranteed Power Minimization in MIMO Networks: A Distributed Algorithm and Its Feasibility.
IEEE Trans. Signal Process., 2021
CoRR, 2021
CoRR, 2021
CoRR, 2021
2019
Signal Process., 2019
2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017