Guojun Xiong

According to our database, Guojun Xiong authored at least 18 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

The FinBen: An Holistic Financial Benchmark for Large Language Models.

Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang

CoRR, 2024

DePRL: Achieving Linear Convergence Speedup in Personalized Decentralized Learning with Shared Representations.

Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints.

Shufan Wang, Guojun Xiong, Jian Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Reinforcement Learning for Dynamic Dimensioning of Cloud Caches: A Restless Bandit Approach.

Guojun Xiong, Shufan Wang, Gang Yan, Jian Li

IEEE/ACM Trans. Netw., October, 2023

Straggler-Resilient Decentralized Learning via Adaptive Asynchronous Updates.

Guojun Xiong, Gang Yan, Shiqiang Wang, Jian Li

CoRR, 2023

Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation.

Guojun Xiong, Jian Li

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.

Dabiao Wang, Kai Mao, Jun Zhou, Liang Huang, Guojun Xiong, Hongkang You

Proceedings of the 13th IEEE International Conference on Consumer Electronics - Berlin, 2023

Decentralized Stochastic Multi-Player Multi-Armed Walking Bandits.

Guojun Xiong, Jian Li

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.

Guojun Xiong, Shufan Wang, Jian Li, Rahul Singh

CoRR, 2022

Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness.

Guojun Xiong, Shufan Wang, Jian Li

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.

Guojun Xiong, Xudong Qin, Bin Li, Rahul Singh, Jian Li

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.

Guojun Xiong, Jian Li, Rahul Singh

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.

Guojun Xiong, Taejoon Kim, David J. Love, Erik Perrins

IEEE Trans. Signal Process., 2021

Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits.

Guojun Xiong, Jian Li, Rahul Singh

CoRR, 2021

Straggler-Resilient Distributed Machine Learning with Dynamic Backup Workers.

Guojun Xiong, Gang Yan, Rahul Singh, Jian Li

CoRR, 2021

Learning Augmented Index Policy for Optimal Service Placement at the Network Edge.

Guojun Xiong, Rahul Singh, Jian Li

CoRR, 2021

2019

Leveraging subspace information for low-rank matrix reconstruction.

Wei Zhang, Taejoon Kim, Guojun Xiong, Shu-Hung Leung

Signal Process., 2019

2017

Distributed Filter Design and Power Allocation for Small-Cell MIMO Networks.

Guojun Xiong, Taejoon Kim, David J. Love

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017