Delay-Minimal Transmission for Energy Constrained Wireless Communications. - Jing Yang 002; Sennur Ulukus (ICC, 2008)

Delay minimization in multiple access channels. - Jing Yang 002; Sennur Ulukus (ISIT, 2009)

Transmission completion time minimization in an energy harvesting system. - Jing Yang 002; Sennur Ulukus (CISS, 2010)

Delay minimization with a general pentagon rate region. - Jing Yang 002; Sennur Ulukus (ISIT, 2010)

Delay-Minimal Transmission for Average Power Constrained Multi-Access Communications. - Jing Yang 002; Sennur Ulukus (IEEE Trans. Wirel. Commun., 2010)

Delay Minimization in Energy constrained Wireless Communications. - Jing Yang 002 (2010)

Optimal transmission policies over vector Gaussian broadcast channels with energy harvesting transmitters. - Omur Ozel; Jing Yang 002; Sennur Ulukus (ACSCC, 2011)

Exploiting route diversity in multi-packet transmission using mutual information accumulation. - Yanpei Liu; Jing Yang 002; Stark C. Draper (Allerton, 2011)

Optimal scheduling over fading broadcast channels with an energy harvesting transmitter. - Omur Ozel; Jing Yang 002; Sennur Ulukus (CAMSAP, 2011)

Adaptive transmission policies for energy harvesting wireless nodes in fading channels. - Omur Ozel; Kaya Tutuncuoglu; Jing Yang 002; Sennur Ulukus; Aylin Yener (CISS, 2011)

Optimal Packet Scheduling in a Broadcast Channel with an Energy Harvesting Transmitter. - Jing Yang 002; Omur Ozel; Sennur Ulukus (ICC, 2011)

Optimal Packet Scheduling in a Multiple Access Channel with Rechargeable Nodes. - Jing Yang 002; Sennur Ulukus (ICC, 2011)

Resource management for fading wireless channels with energy harvesting nodes. - Omur Ozel; Kaya Tutuncuoglu; Jing Yang 002; Sennur Ulukus; Aylin Yener (INFOCOM, 2011)

Broadcasting with a battery limited energy harvesting rechargeable transmitter. - Omur Ozel; Jing Yang 002; Sennur Ulukus (WiOpt, 2011)

Cooperative Packet Routing using Mutual Information Accumulation - Yanpei Liu; Jing Yang 002; Stark C. Draper (CoRR, 2011)

Optimal Backpressure Scheduling in Wireless Networks using Mutual Information Accumulation - Jing Yang 002; Yanpei Liu; Stark C. Draper (CoRR, 2011)

Transmission with Energy Harvesting Nodes in Fading Wireless Channels: Optimal Policies. - Omur Ozel; Kaya Tutuncuoglu; Jing Yang 002; Sennur Ulukus; Aylin Yener (IEEE J. Sel. Areas Commun., 2011)

Trading Rate for Balanced Queue Lengths for Network Delay Minimization. - Jing Yang 002; Sennur Ulukus (IEEE J. Sel. Areas Commun., 2011)

Two-way and multiple-access energy harvesting systems with energy cooperation. - Berk Gurakan; Omur Ozel; Jing Yang 002; Sennur Ulukus (ACSCC, 2012)

Optimal scheduling policies with mutual information accumulation in wireless networks. - Jing Yang 002; Yanpei Liu; Stark C. Draper (INFOCOM, 2012)

Energy cooperation in energy harvesting wireless communications. - Berk Gurakan; Omur Ozel; Jing Yang 002; Sennur Ulukus (ISIT, 2012)

Passive learning of the interference graph of a wireless network. - Jing Yang 002; Stark C. Draper; Robert D. Nowak (ISIT, 2012)

Optimal packet scheduling in a multiple access channel with energy harvesting transmitters. - Jing Yang 002; Sennur Ulukus (J. Commun. Networks, 2012)

Optimal Packet Scheduling in an Energy Harvesting Communication System. - Jing Yang 002; Sennur Ulukus (IEEE Trans. Commun., 2012)

Optimal Broadcast Scheduling for an Energy Harvesting Rechargeable Transmitter with a Finite Capacity Battery. - Omur Ozel; Jing Yang 002; Sennur Ulukus (IEEE Trans. Wirel. Commun., 2012)

Broadcasting with an Energy Harvesting Rechargeable Transmitter. - Jing Yang 002; Omur Ozel; Sennur Ulukus (IEEE Trans. Wirel. Commun., 2012)

Optimal collaborative sensing scheduling with energy harvesting nodes. - Jing Yang 002 (GlobalSIP, 2013)

Energy cooperation in energy harvesting two-way communications. - Berk Gurakan; Omur Ozel; Jing Yang 002; Sennur Ulukus (ICC, 2013)

Optimal transmission schemes for parallel and fading Gaussian broadcast channels with an energy harvesting rechargeable transmitter. - Omur Ozel; Jing Yang 002; Sennur Ulukus (Comput. Commun., 2013)

ACM HotMobile 2013 poster: CPM: a participation management framework for mobile crowdsensing. - Ting-Xin Yan; Jing Yang 002 (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2013)

Energy Cooperation in Energy Harvesting Communications. - Berk Gurakan; Omur Ozel; Jing Yang 002; Sennur Ulukus (IEEE Trans. Commun., 2013)

Level set estimation with dynamic sparse sensing. - Jing Yang 002; Zuoen Wang; Jingxian Wu 001 (GlobalSIP, 2014)

The asymptotic equivalence between sensing systems with energy harvesting and conventional energy sources. - Jingxian Wu 001; Jing Yang 002 (GLOBECOM, 2014)

Optimal sampling of random processes under stochastic energy constraints. - Jing Yang 002; Jingxian Wu 001 (GLOBECOM, 2014)

Optimal sensing scheduling in energy harvesting sensor networks. - Jing Yang 002 (ICC, 2014)

Achievable rate for energy harvesting channel with finite blocklength. - Jing Yang 002 (ISIT, 2014)

Optimum Level Set Estimation of a Time-Varying Random Field under a Power Constraint. - Zuoen Wang; Jingxian Wu 001; Jing Yang 002; Hai Lin 001 (GLOBECOM, 2015)

Adaptive sensing scheduling for energy harvesting sensors with finite battery. - Jing Yang 002; Xianwen Wu; Jingxian Wu 001 (ICC, 2015)

The effects of flooding attacks on time-critical communications in the smart grid. - Qinghua Li; Chase Ross; Jing Yang 002; Jia Di; Juan Carlos Balda; H. Alan Mantooth (ISGT, 2015)

Optimum sensing of a time-varying random event with energy harvesting power sources. - Jingxian Wu 001; Israel Akingeneye; Jing Yang 002 (ISIT, 2015)

Online throughput maximization in an energy harvesting multiple access channel with fading. - Jing Yang 002; Jingxian Wu 001 (ISIT, 2015)

Energy-Efficient Wireless Sensing for Level Set Estimations. - Zuoen Wang; Jingxian Wu 001; Jing Yang 002; Hai Lin 001 (IEEE Access, 2015)

Energy Efficient Optimum Sensing With Energy Harvesting Power Sources. - Jingxian Wu 001; Israel Akingeneye; Jing Yang 002 (IEEE Access, 2015)

On the asymptotic equivalence between stochastic and deterministic energy sources in energy harvesting sensing systems. - Jingxian Wu 001; Jing Yang 002 (EURASIP J. Wirel. Commun. Netw., 2015)

Optimal Scheduling of Collaborative Sensing in Energy Harvesting Sensor Networks. - Jing Yang 002; Xianwen Wu; Jingxian Wu 001 (IEEE J. Sel. Areas Commun., 2015)

Optimum Poisson Sensing with Energy Harvesting Power Sources. - Israel Akingeneye; Jingxian Wu 001; Jing Yang 002; Hai Lin 001 (GLOBECOM, 2016)

Optimal energy efficient level set estimation of spatially-temporally correlated random fields. - Zuoen Wang; Jingxian Wu 001; Jing Yang 002; Hai Lin 001 (ICC, 2016)

A non-asymptotic achievable rate for the AWGN energy-harvesting channel using save-and-transmit. - Silas L. Fong; Vincent Y. F. Tan; Jing Yang 002 (ISIT, 2016)

Optimal energy management for energy harvesting transmitters under battery usage constraint. - Xianwen Wu; Jing Yang 002; Jingxian Wu 001 (ISIT, 2016)

Quickest Change Detection with Mismatched Post-Change Models. - Jingxian Wu 001; Jing Yang 002 (CoRR, 2016)

Non-Asymptotic Achievable Rates for Energy-Harvesting Channels Using Save-and-Transmit. - Silas L. Fong; Vincent Y. F. Tan; Jing Yang 002 (IEEE J. Sel. Areas Commun., 2016)

Optimal Online Sensing Scheduling for Energy Harvesting Sensors With Infinite and Finite Batteries. - Jing Yang 002; Xianwen Wu; Jingxian Wu 001 (IEEE J. Sel. Areas Commun., 2016)

Distributed estimation of a spatially correlated random field in decentralized sensor networks. - Zuoen Wang; Jingxian Wu 001; Jing Yang 002 (ICC, 2017)

Optimal status updating to minimize age of information with an energy harvesting source. - Xianwen Wu; Jing Yang 002; Jingxian Wu 001 (ICC, 2017)

Optimal transmission for energy harvesting nodes under battery size and usage constraints. - Jing Yang 002; Jingxian Wu 001 (ISIT, 2017)

Optimizing age-of-information and energy efficiency tradeoff for mobile pushing notifications. - Samrat Nath; Jingxian Wu 001; Jing Yang 002 (SPAWC, 2017)

Level Set Estimation of Spatial-Temporally Correlated Random Fields With Active Sparse Sensing. - Zuoen Wang; Jing Yang 002; Jingxian Wu 001 (IEEE Trans. Aerosp. Electron. Syst., 2017)

Learning the Interference Graph of a Wireless Network. - Jing Yang 002; Stark C. Draper; Robert D. Nowak (IEEE Trans. Signal Inf. Process. over Networks, 2017)

Online Timely Status Updates with Erasures for Energy Harvesting Sensors. - Ahmed Arafa 001; Jing Yang 002; Sennur Ulukus; H. Vincent Poor (Allerton, 2018)

Optimal electric vehicle charging scheduling with time-varying profits. - Boyu Wang 003; Jing Yang 002 (CISS, 2018)

Age-Minimal Online Policies for Energy Harvesting Sensors with Random Battery Recharges. - Ahmed Arafa 001; Jing Yang 002; Sennur Ulukus (ICC, 2018)

Optimum Energy Efficiency and Age-of-Information Tradeoff in Multicast Scheduling. - Samrat Nath; Jingxian Wu 001; Jing Yang 002 (ICC, 2018)

Optimal status updating for an energy harvesting sensor with a noisy channel. - Songtao Feng; Jing Yang 002 (INFOCOM Workshops, 2018)

Sening Information Through Status Updates. - Abdulrahman Baknina; Sennur Ulukus; Omur Ozel; Jing Yang 002; Aylin Yener (ISIT, 2018)

Minimizing Age of Information for an Energy Harvesting Source with Updating Failures. - Songtao Feng; Jing Yang 002 (ISIT, 2018)

Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit. - Silas L. Fong; Jing Yang 002; Aylin Yener (ISIT, 2018)

Age-Minimal Online Policies for Energy Harvesting Sensors with Incremental Battery Recharges. - Ahmed Arafa 001; Jing Yang 002; Sennur Ulukus; H. Vincent Poor (ITA, 2018)

To Skip or to Switch? Minimizing Age of Information Under Link Capacity Constraint. - Boyu Wang 003; Songtao Feng; Jing Yang 002 (SPAWC, 2018)

Sending Information Through Status Updates. - Abdulrahman Baknina; Omur Ozel; Jing Yang 002; Sennur Ulukus; Aylin Yener (CoRR, 2018)

Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: With and Without Feedback. - Songtao Feng; Jing Yang 002 (CoRR, 2018)

Delay and Energy Efficiency Tradeoff for Information Pushing System. - Samrat Nath; Jingxian Wu 001; Jing Yang 002 (IEEE Trans. Green Commun. Netw., 2018)

Optimal Status Update for Age of Information Minimization With an Energy Harvesting Source. - Xianwen Wu; Jing Yang 002; Jingxian Wu 001 (IEEE Trans. Green Commun. Netw., 2018)

Optimum Spectral and Energy Efficiency Tradeoff in Two-User Gaussian Interference Channel. - Donghong Cai; Jingxian Wu 001; Jing Yang 002; Pingzhi Fan (IEEE Wirel. Commun. Lett., 2018)

Adaptive Coding for Information Freshness in a Two-User Broadcast Erasure Channel. - Songtao Feng; Jing Yang 002 (GLOBECOM, 2019)

Age-Optimal Transmission of Rateless Codes in an Erasure Channel. - Songtao Feng; Jing Yang 002 (ICC, 2019)

Using Erasure Feedback for Online Timely Updating with an Energy Harvesting Sensor. - Ahmed Arafa 001; Jing Yang 002; Sennur Ulukus; H. Vincent Poor (ISIT, 2019)

Online Learning with Diverse User Preferences. - Chao Gan; Jing Yang 002; Ruida Zhou; Cong Shen 001 (ISIT, 2019)

A Cascading Bandit Approach To Efficient Mobility Management In Ultra-Dense Networks. - Chao Wang 073; Ruida Zhou; Jing Yang 002; Cong Shen 001 (MLSP, 2019)

When to preempt? Age of information minimization under link capacity constraint. - Boyu Wang 003; Songtao Feng; Jing Yang 002 (J. Commun. Networks, 2019)

Cost-Aware Learning and Optimization for Opportunistic Spectrum Access. - Chao Gan; Ruida Zhou; Jing Yang 002; Cong Shen 001 (IEEE Trans. Cogn. Commun. Netw., 2019)

Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Save-and-Transmit and Best-Effort. - Silas L. Fong; Jing Yang 002; Aylin Yener (IEEE Trans. Inf. Theory, 2019)

Optimum Distributed Estimation of a Spatially Correlated Random Field. - Zuoen Wang; Jingxian Wu 001; Jing Yang 002; Yingli Cao (IEEE Trans. Signal Inf. Process. over Networks, 2019)

Thresholded Wirtinger Flow for Fast Millimeter Wave Beam Alignment. - Chao Gan; Jing Yang 002; Cong Shen 001 (ACSSC, 2020)

MIMO Receive Antenna Selection via Deep Learning and Greedy Adaptation. - Cong Shen 001; Donghao Li; Jing Yang 002 (ACSSC, 2020)

Decentralized Multi-player Multi-armed Bandits with No Collision Information. - Chengshuai Shi; Wei Xiong 015; Cong Shen 001; Jing Yang 002 (AISTATS, 2020)

Stochastic Linear Contextual Bandits with Diverse Contexts. - Weiqiang Wu; Jing Yang 002; Cong Shen 001 (AISTATS, 2020)

Information Freshness for Timely Detection of Status Changes. - Songtao Feng; Jing Yang 002 (CISS, 2020)

Timely Synchronization with Sporadic Status Changes. - Chenghao Deng; Jing Yang 002; Changyong Pan (ICC, 2020)

AoI Minimization in Broadcast Channels with Channel State Information. - Songtao Feng; Jing Yang 002 (ISIT, 2020)

Age-Minimal Transmission for Energy Harvesting Sensors With Finite Batteries: Online Policies. - Ahmed Arafa 001; Jing Yang 002; Sennur Ulukus; H. Vincent Poor (IEEE Trans. Inf. Theory, 2020)

Cost-Aware Cascading Bandits. - Chao Gan; Ruida Zhou; Jing Yang 002; Cong Shen 001 (IEEE Trans. Signal Process., 2020)

Federated Multi-armed Bandits with Personalization. - Chengshuai Shi; Cong Shen 001; Jing Yang 002 (AISTATS, 2021)

Adaptive Surveillance Testing for Efficient Infection Rate Estimation. - Songtao Feng; Jing Yang 002 (ISIT, 2021)

Federated Linear Contextual Bandits. - Ruiquan Huang; Weiqiang Wu; Jing Yang 002; Cong Shen 001 (NeurIPS, 2021)

Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization. - Chengshuai Shi; Wei Xiong 015; Cong Shen 001; Jing Yang 002 (NeurIPS, 2021)

Age of Information Minimization for an Energy Harvesting Source With Updating Erasures: Without and With Feedback. - Songtao Feng; Jing Yang 002 (IEEE Trans. Commun., 2021)

Multi-Agent Reinforcement Learning for Wireless User Scheduling: Performance, Scalablility, and Generalization. - Kun Yang 011; Donghao Li; Cong Shen 001; Jing Yang 002; Shu-Ping Yeh; Jerry Sydir (IEEECONF, 2022)

On Federated Learning with Energy Harvesting Clients. - Cong Shen 001; Jing Yang 002; Jie Xu 001 (ICASSP, 2022)

A Scalable Mixed Reality Platform for Remote Collaborative LEGO Design. - Xin Yao 001; Jiangong Chen; Ting He; Jing Yang 002; Bin Li 014 (INFOCOM Workshops, 2022)

Cascading Bandits with Two-Level Feedback. - Duo Cheng; Ruiquan Huang; Cong Shen 001; Jing Yang 002 (ISIT, 2022)

Provable Benefit of Multitask Representation Learning in Reinforcement Learning. - Yuan Cheng; Songtao Feng; Jing Yang 002; Hong Zhang; Yingbin Liang (NeurIPS, 2022)

Timely Status Updating Over Erasure Channels Using an Energy Harvesting Sensor: Single and Multiple Sources. - Ahmed Arafa 001; Jing Yang 002; Sennur Ulukus; H. Vincent Poor (IEEE Trans. Green Commun. Netw., 2022)

Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels. - Songtao Feng; Jing Yang 002 (IEEE Trans. Inf. Theory, 2022)

Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets. - Kun Yang 011; Cong Shen 001; Jing Yang 002; Shu-Ping Yeh; Jerry Sydir (ACSSC, 2023)

FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences. - Xizixiang Wei; Tianhao Wang 001; Ruiquan Huang; Cong Shen 001; Jing Yang 002; H. Vincent Poor (ICC, 2023)

Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs. - Yuan Cheng; Ruiquan Huang; Yingbin Liang; Jing Yang 002 (ICLR, 2023)

Safe Exploration Incurs Nearly No Additional Sample Complexity for Reward-Free RL. - Ruiquan Huang; Jing Yang 002; Yingbin Liang (ICLR, 2023)

Non-stationary Reinforcement Learning under General Function Approximation. - Songtao Feng; Ming Yin 003; Ruiquan Huang; Yu-Xiang Wang 003; Jing Yang 002; Yingbin Liang (ICML, 2023)

Federated Linear Contextual Bandits with User-level Differential Privacy. - Ruiquan Huang; Huanyu Zhang; Luca Melis; Milan Shen; Meisam Hejazinia; Jing Yang 002 (ICML, 2023)

Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints. - Donghao Li; Ruiquan Huang; Cong Shen 001; Jing Yang 002 (ICML, 2023)

Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources. - Chengshuai Shi; Wei Xiong 015; Cong Shen 001; Jing Yang 002 (ICML, 2023)

Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning. - Renpu Liu; Jing Yang 002; Cong Shen 001 (ISIT, 2023)

Reward Teaching for Federated Multi-armed Bandits. - Chengshuai Shi; Wei Xiong 015; Cong Shen 001; Jing Yang 002 (ISIT, 2023)

Provably Efficient Algorithm for Nonstationary Low-Rank MDPs. - Yuan Cheng; Jing Yang 002; Yingbin Liang (NeurIPS, 2023)

Joint User Association and Wireless Scheduling with Smaller Time-Scale Rate Adaptation. - Xiaoyi Wu; Jing Yang 002; Huacheng Zeng; Bin Li 014 (WiOpt, 2023)

Differentially Private Wireless Federated Learning Using Orthogonal Sequences. - Xizixiang Wei; Tianhao Wang 001; Ruiquan Huang; Cong Shen 001; Jing Yang 002; H. Vincent Poor (CoRR, 2023)

Model-Free Algorithm with Improved Sample Efficiency for Zero-Sum Markov Games. - Songtao Feng; Ming Yin 003; Yu-Xiang Wang 003; Jing Yang 002; Yingbin Liang (CoRR, 2023)

Reward Teaching for Federated Multiarmed Bandits. - Chengshuai Shi; Wei Xiong 015; Cong Shen 001; Jing Yang 002 (IEEE Trans. Signal Process., 2023)

Average Reward Reinforcement Learning for Wireless Radio Resource Management. - Kun Yang 011; Jing Yang 002; Cong Shen 001 (IEEECONF, 2024)

Advancing RAN Slicing with Offline Reinforcement Learning. - Kun Yang 011; Shu-Ping Yeh; Menglei Zhang; Jerry Sydir; Jing Yang 002; Cong Shen 001 (DySPAN, 2024)

Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes. - Ruiquan Huang; Yuan Cheng; Jing Yang 002; Vincent Tan; Yingbin Liang (ICLR, 2024)

Provably Efficient UCB-type Algorithms For Learning Predictive State Representations. - Ruiquan Huang; Yingbin Liang; Jing Yang 002 (ICLR, 2024)

Federated Q-Learning: Linear Regret Speedup with Low Communication Cost. - Zhong Zheng; Fengyu Gao; Lingzhou Xue; Jing Yang 002 (ICLR, 2024)

Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games. - Songtao Feng; Ming Yin 003; Yu-Xiang Wang 003; Jing Yang 002; Yingbin Liang (ICML, 2024)

Federated Representation Learning in the Under-Parameterized Regime. - Renpu Liu; Cong Shen 001; Jing Yang 002 (ICML, 2024)

Towards General Function Approximation in Nonstationary Reinforcement Learning. - Songtao Feng; Ming Yin 003; Ruiquan Huang; Yu-Xiang Wang 003; Jing Yang 002; Yingbin Liang (ISIT, 2024)

Federated Online Prediction from Experts with Differential Privacy: Separations and Regret Speed-ups. - Fengyu Gao; Ruiquan Huang; Jing Yang 002 (NeurIPS, 2024)

Non-asymptotic Convergence of Training Transformers for Next-token Prediction. - Ruiquan Huang; Yingbin Liang; Jing Yang 002 (NeurIPS, 2024)

Efficient Prompt Optimization Through the Lens of Best Arm Identification. - Chengshuai Shi; Kun Yang 011; Zihan Chen 002; Jundong Li; Jing Yang 002; Cong Shen 001 (NeurIPS, 2024)

Transformers as Game Players: Provable In-context Game-playing Capabilities of Pre-trained Models. - Chengshuai Shi; Kun Yang 011; Jing Yang 002; Cong Shen 001 (NeurIPS, 2024)

Best Arm Identification for Prompt Learning under a Limited Budget. - Chengshuai Shi; Kun Yang 011; Jing Yang 002; Cong Shen 001 (CoRR, 2024)

On the Training Convergence of Transformers for In-Context Classification. - Wei Shen; Ruida Zhou; Jing Yang 002; Cong Shen 001 (CoRR, 2024)

Robust Offline Reinforcement Learning for Non-Markovian Decision Processes. - Ruiquan Huang; Yingbin Liang; Jing Yang 002 (CoRR, 2024)

Decision Feedback In-Context Symbol Detection over Block-Fading Channels. - Li Fan; Jing Yang 002; Cong Shen 001 (CoRR, 2024)

Toward General Function Approximation in Nonstationary Reinforcement Learning. - Songtao Feng; Ming Yin 003; Ruiquan Huang; Yu-Xiang Wang 003; Jing Yang 002; Yingbin Liang (IEEE J. Sel. Areas Inf. Theory, 2024)

Random Orthogonalization for Federated Learning in Massive MIMO Systems. - Xizixiang Wei; Cong Shen 001; Jing Yang 002; H. Vincent Poor (IEEE Trans. Wirel. Commun., 2024)

Offline Reinforcement Learning for Wireless Network Optimization With Mixture Datasets. - Kun Yang 011; Chengshuai Shi; Cong Shen 001; Jing Yang 002; Shu-Ping Yeh; Jaroslaw J. Sydir (IEEE Trans. Wirel. Commun., 2024)

A Shared Low-Rank Adaptation Approach to Personalized RLHF. - Renpu Liu; Peng Wang 105; Donghao Li; Cong Shen 001; Jing Yang 002 (AISTATS, 2025)

Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning. - Fengyu Gao; Ruida Zhou; Tianhao Wang 001; Cong Shen 001; Jing Yang 002 (ICLR, 2025)

On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery. - Renpu Liu; Ruida Zhou; Cong Shen 001; Jing Yang 002 (ICLR, 2025)

Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis. - Ruiquan Huang; Donghao Li; Chengshuai Shi; Cong Shen 001; Jing Yang 002 (UAI, 2025)

Transformer-based Wireless Symbol Detection Over Fading Channels. - Li Fan; Jing Yang 002; Cong Shen 001 (CoRR, 2025)

How Transformers Learn Regular Language Recognition: A Theoretical Study on Training Dynamics and Implicit Bias. - Ruiquan Huang; Yingbin Liang; Jing Yang 002 (CoRR, 2025)

Chain-of-Thought Enhanced Shallow Transformers for Wireless Symbol Detection. - Li Fan; Peng Wang 105; Jing Yang 002; Cong Shen 001 (CoRR, 2025)