Jing Yang

CoRR, 2024

Best Arm Identification for Prompt Learning under a Limited Budget.

[BibT_eX]

[DOI]

CoRR, 2024

Towards General Function Approximation in Nonstationary Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Federated Representation Learning in the Under-Parameterized Regime.

[BibT_eX]

[DOI]

Renpu Liu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Provably Efficient UCB-type Algorithms For Learning Predictive State Representations.

[BibT_eX]

[DOI]

Ruiquan Huang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Advancing RAN Slicing with Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

2023

Reward Teaching for Federated Multiarmed Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Model-Free Algorithm with Improved Sample Efficiency for Zero-Sum Markov Games.

[BibT_eX]

[DOI]

CoRR, 2023

Differentially Private Wireless Federated Learning Using Orthogonal Sequences.

[BibT_eX]

[DOI]

CoRR, 2023

Provably Efficient Algorithm for Nonstationary Low-Rank MDPs.

[BibT_eX]

[DOI]

Yuan Cheng

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Reward Teaching for Federated Multi-armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning.

[BibT_eX]

[DOI]

Renpu Liu

Proceedings of the IEEE International Symposium on Information Theory, 2023

Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Federated Linear Contextual Bandits with User-level Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Non-stationary Reinforcement Learning under General Function Approximation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-Free RL.

[BibT_eX]

[DOI]

Ruiquan Huang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2022

Timely Status Updating Over Erasure Channels Using an Energy Harvesting Sensor: Single and Multiple Sources.

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2022

Provable Benefit of Multitask Representation Learning in Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cascading Bandits with Two-Level Feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

On Federated Learning with Energy Harvesting Clients.

[BibT_eX]

[DOI]

Jie Xu

Proceedings of the IEEE International Conference on Acoustics, 2022

Multi-Agent Reinforcement Learning for Wireless User Scheduling: Performance, Scalablility, and Generalization.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Age of Information Minimization for an Energy Harvesting Source With Updating Erasures: Without and With Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Federated Linear Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Adaptive Surveillance Testing for Efficient Infection Rate Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Federated Multi-armed Bandits with Personalization.

[BibT_eX]

[DOI]

Chengshuai Shi

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Cost-Aware Cascading Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Age-Minimal Transmission for Energy Harvesting Sensors With Finite Batteries: Online Policies.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2020

AoI Minimization in Broadcast Channels with Channel State Information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2020

Information Freshness for Timely Detection of Status Changes.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

Stochastic Linear Contextual Bandits with Diverse Contexts.

[BibT_eX]

[DOI]

Weiqiang Wu

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Decentralized Multi-player Multi-armed Bandits with No Collision Information.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

MIMO Receive Antenna Selection via Deep Learning and Greedy Adaptation.

[BibT_eX]

[DOI]

Donghao Li

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Thresholded Wirtinger Flow for Fast Millimeter Wave Beam Alignment.

[BibT_eX]

[DOI]

Chao Gan

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Optimum Distributed Estimation of a Spatially Correlated Random Field.

[BibT_eX]

[DOI]

IEEE Trans. Signal Inf. Process. over Networks, 2019

Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Save-and-Transmit and Best-Effort.

[BibT_eX]

[DOI]

Aylin Yener

IEEE Trans. Inf. Theory, 2019

Cost-Aware Learning and Optimization for Opportunistic Spectrum Access.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2019

When to preempt? Age of information minimization under link capacity constraint.

[BibT_eX]

[DOI]

Boyu Wang

J. Commun. Networks, 2019

A Cascading Bandit Approach To Efficient Mobility Management In Ultra-Dense Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Online Learning with Diverse User Preferences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Using Erasure Feedback for Online Timely Updating with an Energy Harvesting Sensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Age-Optimal Transmission of Rateless Codes in an Erasure Channel.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Communications, 2019

Adaptive Coding for Information Freshness in a Two-User Broadcast Erasure Channel.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Optimum Spectral and Energy Efficiency Tradeoff in Two-User Gaussian Interference Channel.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2018

Optimal Status Update for Age of Information Minimization With an Energy Harvesting Source.

[BibT_eX]

[DOI]

IEEE Trans. Green Commun. Netw., 2018

Delay and Energy Efficiency Tradeoff for Information Pushing System.

[BibT_eX]

[DOI]

Samrat Nath

IEEE Trans. Green Commun. Netw., 2018

Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: With and Without Feedback.

[BibT_eX]

[DOI]

CoRR, 2018

Sending Information Through Status Updates.

[BibT_eX]

[DOI]

CoRR, 2018

To Skip or to Switch? Minimizing Age of Information Under Link Capacity Constraint.

[BibT_eX]

[DOI]

Boyu Wang

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges.

[BibT_eX]

[DOI]

Proceedings of the 2018 Information Theory and Applications Workshop, 2018

Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit.

[BibT_eX]

[DOI]

Aylin Yener

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Minimizing Age of Information for an Energy Harvesting Source with Updating Failures.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Sening Information Through Status Updates.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Optimal status updating for an energy harvesting sensor with a noisy channel.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2018, 2018

Optimum Energy Efficiency and Age-of-Information Tradeoff in Multicast Scheduling.

[BibT_eX]

[DOI]

Samrat Nath

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges.

[BibT_eX]

[DOI]

Ahmed Arafa

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Optimal electric vehicle charging scheduling with time-varying profits.

[BibT_eX]

[DOI]

Boyu Wang

Proceedings of the 52nd Annual Conference on Information Sciences and Systems, 2018

Online Timely Status Updates with Erasures for Energy Harvesting Sensors.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017

Learning the Interference Graph of a Wireless Network.

[BibT_eX]

[DOI]

Robert D. Nowak

IEEE Trans. Signal Inf. Process. over Networks, 2017

Level Set Estimation of Spatial-Temporally Correlated Random Fields With Active Sparse Sensing.

[BibT_eX]

[DOI]

Zuoen Wang

IEEE Trans. Aerosp. Electron. Syst., 2017

Optimizing age-of-information and energy efficiency tradeoff for mobile pushing notifications.

[BibT_eX]

[DOI]

Samrat Nath

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

Optimal transmission for energy harvesting nodes under battery size and usage constraints.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Optimal status updating to minimize age of information with an energy harvesting source.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Distributed estimation of a spatially correlated random field in decentralized sensor networks.

[BibT_eX]

[DOI]

Zuoen Wang

Proceedings of the IEEE International Conference on Communications, 2017

2016

Optimal Online Sensing Scheduling for Energy Harvesting Sensors With Infinite and Finite Batteries.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit.

[BibT_eX]

[DOI]

Vincent Y. F. Tan

IEEE J. Sel. Areas Commun., 2016

Quickest Change Detection with Mismatched Post-Change Models.

[BibT_eX]

[DOI]

CoRR, 2016

Optimal energy management for energy harvesting transmitters under battery usage constraint.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit.

[BibT_eX]

[DOI]

Vincent Y. F. Tan

Proceedings of the IEEE International Symposium on Information Theory, 2016

Optimal energy efficient level set estimation of spatially-temporally correlated random fields.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Optimum Poisson Sensing with Energy Harvesting Power Sources.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Optimal Scheduling of Collaborative Sensing in Energy Harvesting Sensor Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

On the asymptotic equivalence between stochastic and deterministic energy sources in energy harvesting sensing systems.

[BibT_eX]

[DOI]

EURASIP J. Wirel. Commun. Netw., 2015

Energy Efficient Optimum Sensing With Energy Harvesting Power Sources.

[BibT_eX]

[DOI]

Israel Akingeneye

IEEE Access, 2015

Energy-Efficient Wireless Sensing for Level Set Estimations.

[BibT_eX]

[DOI]

IEEE Access, 2015

Online throughput maximization in an energy harvesting multiple access channel with fading.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Optimum sensing of a time-varying random event with energy harvesting power sources.

[BibT_eX]

[DOI]

Israel Akingeneye

Proceedings of the IEEE International Symposium on Information Theory, 2015

Adaptive sensing scheduling for energy harvesting sensors with finite battery.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Communications, 2015

Optimum Level Set Estimation of a Time-Varying Random Field under a Power Constraint.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Optimal sampling of random processes under stochastic energy constraints.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

The asymptotic equivalence between sensing systems with energy harvesting and conventional energy sources.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Level set estimation with dynamic sparse sensing.

[BibT_eX]

[DOI]

Zuoen Wang

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

2013

Energy Cooperation in Energy Harvesting Communications.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2013

ACM HotMobile 2013 poster: CPM: a participation management framework for mobile crowdsensing.

[BibT_eX]

[DOI]

Ting-Xin Yan

ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013

Optimal transmission schemes for parallel and fading Gaussian broadcast channels with an energy harvesting rechargeable transmitter.

[BibT_eX]

[DOI]

Comput. Commun., 2013

Energy cooperation in energy harvesting two-way communications.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2013

2012

Broadcasting with an Energy Harvesting Rechargeable Transmitter.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2012

Optimal Broadcast Scheduling for an Energy Harvesting Rechargeable Transmitter with a Finite Capacity Battery.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2012

Optimal Packet Scheduling in an Energy Harvesting Communication System.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2012

Optimal packet scheduling in a multiple access channel with energy harvesting transmitters.

[BibT_eX]

[DOI]

J. Commun. Networks, 2012

Passive learning of the interference graph of a wireless network.

[BibT_eX]

[DOI]

Robert D. Nowak

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Energy cooperation in energy harvesting wireless communications.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Optimal scheduling policies with mutual information accumulation in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Two-way and multiple-access energy harvesting systems with energy cooperation.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011

Trading Rate for Balanced Queue Lengths for Network Delay Minimization.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2011

Transmission with Energy Harvesting Nodes in Fading Wireless Channels: Optimal Policies.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2011

Optimal Backpressure Scheduling in Wireless Networks using Mutual Information Accumulation

[BibT_eX]

[DOI]

CoRR, 2011

Cooperative Packet Routing using Mutual Information Accumulation

[BibT_eX]

[DOI]

CoRR, 2011

Broadcasting with a battery limited energy harvesting rechargeable transmitter.

[BibT_eX]

[DOI]

Proceedings of the 9th International Symposium on Modeling and Optimization in Mobile, 2011

Resource management for fading wireless channels with energy harvesting nodes.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Optimal Packet Scheduling in a Multiple Access Channel with Rechargeable Nodes.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

Optimal Packet Scheduling in a Broadcast Channel with an Energy Harvesting Transmitter.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2011

Adaptive transmission policies for energy harvesting wireless nodes in fading channels.

[BibT_eX]

[DOI]

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

Optimal scheduling over fading broadcast channels with an energy harvesting transmitter.

[BibT_eX]

[DOI]

Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Exploiting route diversity in multi-packet transmission using mutual information accumulation.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

Optimal transmission policies over vector Gaussian broadcast channels with energy harvesting transmitters.

[BibT_eX]

[DOI]

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

Delay Minimization in Energy constrained Wireless Communications.

[BibT_eX]

[DOI]

PhD thesis, 2010

Delay-Minimal Transmission for Average Power Constrained Multi-Access Communications.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2010

Delay minimization with a general pentagon rate region.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Transmission completion time minimization in an energy harvesting system.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

2009

Delay minimization in multiple access channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

2008

Delay-Minimal Transmission for Energy Constrained Wireless Communications.

[BibT_eX]

[DOI]