Jing Yang

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 111

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Songtao Feng, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang
Toward General Function Approximation in Nonstationary Reinforcement Learning. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Ruiquan Huang, Yingbin Liang, Jing Yang
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations. ICLR (2024)
Xizixiang Wei, Cong Shen, Jing Yang, H. Vincent Poor
Random Orthogonalization for Federated Learning in Massive MIMO Systems. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Ruiquan Huang, Yuan Cheng, Jing Yang, Vincent Tan, Yingbin Liang
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes. ICLR (2024)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources. CoRR (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Reward Teaching for Federated Multi-armed Bandits. ISIT (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Reward Teaching for Federated Multi-armed Bandits. CoRR (2023)
Songtao Feng, Ming Yin, Ruiquan Huang, Yu-Xiang Wang, Jing Yang, Yingbin Liang
Non-stationary Reinforcement Learning under General Function Approximation. ICML (2023)
Kun Yang, Cong Shen, Jing Yang, Shu-Ping Yeh, Jerry Sydir
Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets. ACSSC (2023)
Renpu Liu, Jing Yang, Cong Shen
Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning. ISIT (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Reward Teaching for Federated Multiarmed Bandits. IEEE Trans. Signal Process. 71 (2023)
Yuan Cheng, Ruiquan Huang, Yingbin Liang, Jing Yang
Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs. ICLR (2023)
Donghao Li, Ruiquan Huang, Cong Shen, Jing Yang
Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints. CoRR (2023)
Xizixiang Wei, Tianhao Wang, Ruiquan Huang, Cong Shen, Jing Yang, H. Vincent Poor
FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences. ICC (2023)
Ruiquan Huang, Jing Yang, Yingbin Liang
Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-Free RL. ICLR (2023)
Ruiquan Huang, Yuan Cheng, Jing Yang, Vincent Tan, Yingbin Liang
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes. CoRR (2023)
Yuan Cheng, Ruiquan Huang, Jing Yang, Yingbin Liang
Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs. CoRR (2023)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources. ICML (2023)
Ruiquan Huang, Yingbin Liang, Jing Yang
Provably Efficient UCB-type Algorithms For Learning Predictive State Representations. CoRR (2023)
Xizixiang Wei, Tianhao Wang, Ruiquan Huang, Cong Shen, Jing Yang, H. Vincent Poor
Differentially Private Wireless Federated Learning Using Orthogonal Sequences. CoRR (2023)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Timely Status Updating Over Erasure Channels Using an Energy Harvesting Sensor: Single and Multiple Sources. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Yuan Cheng, Songtao Feng, Jing Yang, Hong Zhang, Yingbin Liang
Provable Benefit of Multitask Representation Learning in Reinforcement Learning. CoRR (2022)
Songtao Feng, Jing Yang
Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels. IEEE Trans. Inf. Theory 68 (8) (2022)
Xizixiang Wei, Cong Shen, Jing Yang, H. Vincent Poor
Random Orthogonalization for Federated Learning in Massive MIMO Systems. ICC (2022)
Cong Shen, Jing Yang, Jie Xu
On Federated Learning with Energy Harvesting Clients. ICASSP (2022)
Duo Cheng, Ruiquan Huang, Cong Shen, Jing Yang
Cascading Bandits with Two-Level Feedback. ISIT (2022)
Ruiquan Huang, Jing Yang, Yingbin Liang
Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-free RL. CoRR (2022)
Kun Yang, Donghao Li, Cong Shen, Jing Yang, Shu-ping Yeh, Jerry Sydir
Multi-Agent Reinforcement Learning for Wireless User Scheduling: Performance, Scalablility, and Generalization. IEEECONF (2022)
Ruiquan Huang, Weiqiang Wu, Jing Yang, Cong Shen
Federated Linear Contextual Bandits. NeurIPS (2021)
Songtao Feng, Jing Yang
Age of Information Minimization for an Energy Harvesting Source With Updating Erasures: Without and With Feedback. IEEE Trans. Commun. 69 (8) (2021)
Ruiquan Huang, Weiqiang Wu, Jing Yang, Cong Shen
Federated Linear Contextual Bandits. CoRR (2021)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Timely Status Updating Over Erasure Channels Using an Energy Harvesting Sensor: Single and Multiple Sources. CoRR (2021)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization. NeurIPS (2021)
Chengshuai Shi, Cong Shen, Jing Yang
Federated Multi-armed Bandits with Personalization. CoRR (2021)
Chengshuai Shi, Cong Shen, Jing Yang
Federated Multi-armed Bandits with Personalization. AISTATS (2021)
Songtao Feng, Jing Yang
Adaptive Surveillance Testing for Efficient Infection Rate Estimation. ISIT (2021)
Songtao Feng, Jing Yang
Information Freshness for Timely Detection of Status Changes. CoRR (2020)
Chao Gan, Ruida Zhou, Jing Yang, Cong Shen
Cost-Aware Cascading Bandits. IEEE Trans. Signal Process. 68 (2020)
Cong Shen, Donghao Li, Jing Yang
MIMO Receive Antenna Selection via Deep Learning and Greedy Adaptation. ACSSC (2020)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Age-Minimal Transmission for Energy Harvesting Sensors With Finite Batteries: Online Policies. IEEE Trans. Inf. Theory 66 (1) (2020)
Weiqiang Wu, Jing Yang, Cong Shen
Stochastic Linear Contextual Bandits with Diverse Contexts. AISTATS (2020)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Decentralized Multi-player Multi-armed Bandits with No Collision Information. CoRR (2020)
Songtao Feng, Jing Yang
Information Freshness for Timely Detection of Status Changes. CISS (2020)
Songtao Feng, Jing Yang
AoI Minimization in Broadcast Channels with Channel State Information. ISIT (2020)
Chao Gan, Ruida Zhou, Jing Yang, Cong Shen
Cost-Aware Learning and Optimization for Opportunistic Spectrum Access. ITA (2020)
Songtao Feng, Jing Yang
Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels. CoRR (2020)
Chengshuai Shi, Wei Xiong, Cong Shen, Jing Yang
Decentralized Multi-player Multi-armed Bandits with No Collision Information. AISTATS (2020)
Weiqiang Wu, Jing Yang, Cong Shen
Stochastic Linear Contextual Bandits with Diverse Contexts. CoRR (2020)
Chao Gan, Jing Yang, Cong Shen
Thresholded Wirtinger Flow for Fast Millimeter Wave Beam Alignment. ACSSC (2020)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Using Erasure Feedback for Online Timely Updating with an Energy Harvesting Sensor. CoRR (2019)
Songtao Feng, Jing Yang
Adaptive Coding for Information Freshness in a Two-User Broadcast Erasure Channel. GLOBECOM (2019)
Chao Gan, Jing Yang, Ruida Zhou, Cong Shen
Online Learning with Diverse User Preferences. CoRR (2019)
Boyu Wang, Songtao Feng, Jing Yang
When to preempt? Age of information minimization under link capacity constraint. J. Commun. Networks 21 (3) (2019)
Chao Gan, Ruida Zhou, Jing Yang, Cong Shen
Cost-Aware Learning and Optimization for Opportunistic Spectrum Access. IEEE Trans. Cogn. Commun. Netw. 5 (1) (2019)
Songtao Feng, Jing Yang
Age-Optimal Transmission of Rateless Codes in an Erasure Channel. ICC (2019)
Chao Gan, Jing Yang, Ruida Zhou, Cong Shen
Online Learning with Diverse User Preferences. ISIT (2019)
Silas L. Fong, Jing Yang, Aylin Yener
Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Save-and-Transmit and Best-Effort. IEEE Trans. Inf. Theory 65 (11) (2019)
Songtao Feng, Jing Yang
Age-Optimal Transmission of Rateless Codes in an Erasure Channel. CoRR (2019)
Zuoen Wang, Jingxian Wu, Jing Yang, Yingli Cao
Optimum Distributed Estimation of a Spatially Correlated Random Field. IEEE Trans. Signal Inf. Process. over Networks 5 (4) (2019)
Chao Wang, Ruida Zhou, Jing Yang, Cong Shen
A Cascading Bandit Approach To Efficient Mobility Management In Ultra-Dense Networks. MLSP (2019)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Using Erasure Feedback for Online Timely Updating with an Energy Harvesting Sensor. ISIT (2019)
Songtao Feng, Jing Yang
Adaptive Coding for Information Freshness in a Two-user Broadcast Erasure Channel. CoRR (2019)
Silas L. Fong, Jing Yang, Aylin Yener
Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit. CoRR (2018)
Songtao Feng, Jing Yang
Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: With and Without Feedback. CoRR (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Online Timely Status Updates with Erasures for Energy Harvesting Sensors. Allerton (2018)
Boyu Wang, Jing Yang
Optimal electric vehicle charging scheduling with time-varying profits. CISS (2018)
Xianwen Wu, Jing Yang, Jingxian Wu
Optimal Status Update for Age of Information Minimization With an Energy Harvesting Source. IEEE Trans. Green Commun. Netw. 2 (1) (2018)
Abdulrahman Baknina, Omur Ozel, Jing Yang, Sennur Ulukus, Aylin Yener
Sending Information Through Status Updates. CoRR (2018)
Samrat Nath, Jingxian Wu, Jing Yang
Delay and Energy Efficiency Tradeoff for Information Pushing System. IEEE Trans. Green Commun. Netw. 2 (4) (2018)
Songtao Feng, Jing Yang
Optimal status updating for an energy harvesting sensor with a noisy channel. INFOCOM Workshops (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus
Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges. CoRR (2018)
Ruida Zhou, Chao Gan, Jing Yang, Cong Shen
Cost-aware Cascading Bandits. CoRR (2018)
Songtao Feng, Jing Yang
Optimal Status Updating for an Energy Harvesting Sensor with a Noisy Channel. CoRR (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges. ITA (2018)
Songtao Feng, Jing Yang
Minimizing Age of Information for an Energy Harvesting Source with Updating Failures. ISIT (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus
Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges. ICC (2018)
Boyu Wang, Songtao Feng, Jing Yang
To Skip or to Switch? Minimizing Age of Information under Link Capacity Constraint. CoRR (2018)
Chao Gan, Ruida Zhou, Jing Yang, Cong Shen
Cost-Aware Learning and Optimization for Opportunistic Spectrum Access. CoRR (2018)
Samrat Nath, Jingxian Wu, Jing Yang
Optimum Energy Efficiency and Age-of-Information Tradeoff in Multicast Scheduling. ICC (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Online Timely Status Updates with Erasures for Energy Harvesting Sensors. CoRR (2018)
Ruida Zhou, Chao Gan, Jing Yang, Cong Shen
Cost-aware Cascading Bandits. IJCAI (2018)
Abdulrahman Baknina, Sennur Ulukus, Omur Ozel, Jing Yang, Aylin Yener
Sening Information Through Status Updates. ISIT (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Age-Minimal Transmission for Energy Harvesting Sensors with Finite Batteries: Online Policies. CoRR (2018)
Donghong Cai, Jingxian Wu, Jing Yang, Pingzhi Fan
Optimum Spectral and Energy Efficiency Tradeoff in Two-User Gaussian Interference Channel. IEEE Wirel. Commun. Lett. 7 (3) (2018)
Boyu Wang, Songtao Feng, Jing Yang
When to Preempt? Age of Information Minimization under Link Capacity Constraint. CoRR (2018)
Silas L. Fong, Jing Yang, Aylin Yener
Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit. ISIT (2018)
Boyu Wang, Songtao Feng, Jing Yang
To Skip or to Switch? Minimizing Age of Information Under Link Capacity Constraint. SPAWC (2018)
Ahmed Arafa, Jing Yang, Sennur Ulukus, H. Vincent Poor
Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges. CoRR (2018)
Zuoen Wang, Jingxian Wu, Jing Yang
Distributed estimation of a spatially correlated random field in decentralized sensor networks. ICC (2017)
Xianwen Wu, Jing Yang, Jingxian Wu
Optimal Status Update for Age of Information Minimization with an Energy Harvesting Source. CoRR (2017)
Jing Yang, Stark C. Draper, Robert D. Nowak
Learning the Interference Graph of a Wireless Network. IEEE Trans. Signal Inf. Process. over Networks 3 (3) (2017)
Zuoen Wang, Jing Yang, Jingxian Wu
Level Set Estimation of Spatial-Temporally Correlated Random Fields With Active Sparse Sensing. IEEE Trans. Aerosp. Electron. Syst. 53 (2) (2017)
Samrat Nath, Jingxian Wu, Jing Yang
Optimizing age-of-information and energy efficiency tradeoff for mobile pushing notifications. SPAWC (2017)
Xianwen Wu, Jing Yang, Jingxian Wu
Optimal status updating to minimize age of information with an energy harvesting source. ICC (2017)
Jing Yang, Jingxian Wu
Optimal transmission for energy harvesting nodes under battery size and usage constraints. ISIT (2017)
Jingxian Wu, Jing Yang
Quickest Change Detection with Mismatched Post-Change Models. CoRR (2016)
Jing Yang, Xianwen Wu, Jingxian Wu
Optimal Online Sensing Scheduling for Energy Harvesting Sensors With Infinite and Finite Batteries. IEEE J. Sel. Areas Commun. 34 (5) (2016)
Zuoen Wang, Jingxian Wu, Jing Yang, Hai Lin
Optimal energy efficient level set estimation of spatially-temporally correlated random fields. ICC (2016)
Xianwen Wu, Jing Yang, Jingxian Wu
Optimal energy management for energy harvesting transmitters under battery usage constraint. ISIT (2016)
Silas L. Fong, Vincent Y. F. Tan, Jing Yang
A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit. ISIT (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jing Yang