AI-Driven Risk Control for Health Insurance Fund Management: A Data-Driven Approach.
Int. J. Comput. Commun. Control, 2025
Should I send this notification? Optimizing push notifications decision making by modeling the future.
CoRR, 2022
Learning to Rank For Push Notifications Using Pairwise Expected Regret.
CoRR, 2022
Waiting But Not Aging: Optimizing Information Freshness Under the Pull Model.
IEEE/ACM Trans. Netw., 2021
Waiting but not Aging: Age-of-Information and Utility Optimization Under the Pull Model.
CoRR, 2019
Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits.
Proceedings of the 35th International Conference on Machine Learning, 2018
From Prediction to Action: Improving User Experience With Data-Driven Resource Allocation.
IEEE J. Sel. Areas Commun., 2017
Motion-Prediction-Based Multicast for 360-Degree Video Transmissions.
Proceedings of the 14th Annual IEEE International Conference on Sensing, 2017
Application-Level Scheduling With Probabilistic Deadline Constraints.
IEEE/ACM Trans. Netw., 2016
CoSchd: Coordinated Scheduling With Channel and Load Awareness for Alleviating Cellular Congestion.
IEEE/ACM Trans. Netw., 2016
Double Thompson Sampling for Dueling Bandits.
CoRR, 2016
Learning-aided scheduling for mobile virtual network operators with QoS constraints.
Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016
Double Thompson Sampling for Dueling Bandits.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
From Prediction to Action: A Closed-Loop Approach for Data-Guided Network Resource Allocation.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016
Viewing 360 degree videos: Motion prediction and bandwidth optimization.
Proceedings of the 24th IEEE International Conference on Network Protocols, 2016
Shooting a moving target: Motion-prediction-based transmission for 360-degree videos.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015
Decomposition of large-scale MDPs for wireless scheduling with load- and channel-awareness.
Proceedings of the 2014 Information Theory and Applications Workshop, 2014
Application-level scheduling with deadline constraints.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014
FASA: Accelerated S-ALOHA Using Access History for Event-Driven M2M Communications.
IEEE/ACM Trans. Netw., 2013
Laxity-based opportunistic scheduling with flow-level dynamics and deadlines.
Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013
Fast Adaptive S-ALOHA Scheme for Event-driven M2M Communications (Journal version)
CoRR, 2012
Fast Adaptive S-ALOHA Scheme for Event-Driven Machine-to-Machine Communications.
Proceedings of the 76th IEEE Vehicular Technology Conference, 2012
Distributed optimal power control for multicarrier cognitive systems.
Proceedings of the 2012 IEEE Global Communications Conference, 2012