Publication

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Journal Publications

1. Towards General Function Approximation in Nonstationary Reinforcement Learning
   S. Feng, M. Yin, R. Huang, Y. Wang, J. Yang and Y. Liang, IEEE Journal on Selected Areas in Information Theory, vol. 5, pp. 190-206, March 2024.

2. Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets
   K. Yang, C. Shi, C. Shen, J. Yang, S. Yeh, and J. Sydir, IEEE Trans. Wireless Communications, vol. 23, no. 10, pp. 12703 - 12716, October 2024.

3. Random Orthogonalization for Federated Learning in Massive MIMO Systems
   X. Wei, C. Shen, J. Yang, H. V. Poor, IEEE Trans. on Wireless Communications, vol. 23, no. 3, pp. 2469-2485, March 2024.

4. Reward Teaching for Federated Multi-armed Bandits
   C. Shi, W. Xiong, C. Shen, and J. Yang, IEEE Trans. on Signal Processing, vol. 71, pp. 4407 - 4422, November 2023.

5. Precoding and Scheduling for AoI Minimization in MIMO Broadcast Channels
   S. Feng and J. Yang, IEEE Trans. on Information Theory, vol. 68, no. 8, pp. 5185 - 5202, August 2022.

6. Timely Status Updating Over Erasure Channels Using an Energy Harvesting Sensor: Single and Multiple Sources
   A. Arafa, J. Yang, S. Ulukus and H. V. Poor, IEEE Trans. on Green Communications and Networking, 6(1): 6-19, March 2022.

7. Data-driven Personal Thermal Comfort Prediction: A Literature Review
   Y. Feng, S. Liu, J. Wang, J. Yang, Y. Jao and N. Wang, Renewable and Sustainable Energy Reviews, vol. 161, March 2022.

8. Age of Information Minimization for an Energy Harvesting Source with Updating Erasures: Without and With Feedback
   S. Feng and J. Yang, IEEE Trans. on Communications, vol 69, no. 8, pp. 5091-5105, August 2021.

9. Cost-aware Cascading Bandits
   C. Gan, R. Zhou, J. Yang and C. Shen, IEEE Trans. on Signal Processing, vol. 68, pp. 3692 -3706, June 2020.

10. Age-Minimal Transmission for Energy Harvesting Sensors with Finite Batteries: Online Policies
    A. Arafa, J. Yang, S. Ulukus and H. V. Poor, IEEE Trans. on Information Theory, vol. 66, no. 1, pp. 534-556, January 2020.

11. Non-Asymptotic Achievable Rates for Gaussian Energy-Harvesting Channels: Best-Effort and Save-and-Transmit
    S. Fong, J. Yang, and A. Yener, IEEE Trans. on Information Theory, vol. 65, no. 11, pp 7233-7252, November 2019.

12. Optimum Distributed Estimation of a Spatially Correlated Random Field
    Z. Wang, J. Wu, J. Yang and Y. Cao, IEEE Trans. on Signal and Information Processing over Networks, vol. 5, no. 4, pp. 739-752, December 2019.

13. When to Preempt? Age of Information Minimization under Link Capacity Constraint
    B. Wang, S. Feng and J. Yang, Journal of Communications and Networks, Special issue on Age of Information, vol. 21, no. 3, pp. 220-232, June 2019.

14. Cost-Aware Learning and Optimization for Opportunistic Spectrum Access
    C. Gan, R. Zhou, J. Yang and C. Shen, IEEE Trans. on Cognitive Communications and Networking, vol. 5, no. 1, pp. 15-27, March 2019.

15. Delay and Energy Efficiency Tradeoff for Information Pushing System
    S. Nath, J. Wu and J. Yang, IEEE Trans. on Green Communications and Networking, vol. 2, no. 4, pp. 1027-1040, December 2018.

16. Optimal Status Update for Age of Information Minimization with an Energy Harvesting Source
    X. Wu, J. Yang and J. Wu, IEEE Trans. on Green Communications and Networking, vol. 2, no. 1, pp. 193-204, March 2018.

17. Optimum Spectral and Energy Efficiency Tradeoff in Two-User Gaussian Interference Channel
    D. Cai, J. Wu, J. Yang and P. Fan, IEEE Wireless Communications Letters, vol. 7, no. 3, June 2018.

18. Learning the Interference Graph of a Wireless Network
    J. Yang, S. Draper and R. Nowak, IEEE Trans. on Signal and Information Processing over Networks, vol. 3, no. 3, pp. 631-646, September 2017.

19. Dynamic Sparse Sensing of Spatial-temporally Correlated Random Fields
    Z. Wang, J. Wu and J. Yang, IEEE Trans. on Aerospace and Electronic Systems, vol. 53, no. 2, pp. 862-876, April 2017.

20. Non-Asymptotic Achievable Rates for Energy-Harvesting Channels using Save-and-Transmit
    S. Fong, V. T. Y Tan and J. Yang, IEEE Jour. on Selected Areas in Communications, vol. 34, no. 12, pp. 3499 – 3511, December 2016.

21. Optimal Online Sensing Scheduling for Energy Harvesting Sensors with Infinite and Finite Batteries
    J. Yang, X. Wu and J. Wu, IEEE Jour. on Selected Areas in Communications, vol. 34, no. 5, pp. 1578-1589, May 2016.

22. Energy-Efficient Wireless Sensing for Level Set Estimations
    Z. Wang, J. Wu and J. Yang, IEEE Access, vol.3, pp 989-997, July 2015.

23. Energy Efficient Optimum Sensing With Energy Harvesting Power Sources
    J. Wu, I. Akingeneye and J. Yang, IEEE Access, vol.3, pp 989-997, July 2015.

24. Optimal Scheduling of Collaborative Sensing in Energy Harvesting Sensor Networks
    J. Yang, X. Wu and J. Wu, IEEE Jour. on Selected Areas in Communications, 33(3):512-523, March 2015.

25. On the Asymptotic Equivalence between Stochastic and Deterministic Energy Sources in Energy Harvesting Sensing Systems
    J. Wu and J. Yang, EURASIP Journal on Wireless Communications and Networking, March 2015.

26. Energy Cooperation in Energy Harvesting Communications
    B. Gurakan, O. Ozel, J. Yang and S. Ulukus, IEEE Trans. on Wireless Communications, 61(12):4884-4898, December 2013.

27. Optimal Transmission Schemes for Parallel and Fading Broadcast Channels with an Energy Harvesting Rechargeable Transmitter
    O. Ozel, J. Yang and S. Ulukus, Elsevier Computer Communications, 36(12):1360-1371, July 2013.

28. Optimal Broadcast Scheduling for an Energy Harvesting Rechargeable Transmitter with a Finite Capacity Battery
    O. Ozel, J. Yang and S. Ulukus, IEEE Trans. on Wireless Communications, 11(6):2193-2203, June 2012.

29. Optimal Packet Scheduling in a Multiple Access Channel with Energy Harvesting Transmitters
    J. Yang and S. Ulukus, Journal of Communications and Networks, special issue on Energy Harvesting in Wireless Networks, April 2012.

30. Broadcasting with an Energy Harvesting Rechargeable Transmitter
    J. Yang, O. Ozel and S. Ulukus, IEEE Trans. on Wireless Communications, 11(2):571-583, February 2012.

31. Optimal Packet Scheduling in an Energy Harvesting Communication System
    J. Yang and S. Ulukus, IEEE Trans. on Communications, 60(1):220-230, January 2012.

32. Transmission with Energy Harvesting Nodes in Fading Wireless Channels: Optimal Policies
    O. Ozel, K. Tutuncuoglu, J. Yang, S. Ulukus and A. Yener, IEEE Jour. on Selected Areas in Communications, 29(8): 1732-1743, September 2011.

33. Trading Rate for Balanced Queue Lengths for Network Delay Minimization
    J. Yang and S. Ulukus, IEEE Jour. on Selected Areas in Communications, 29(5):988-996, May 2011.

34. Delay-minimal Transmission for Average Power Constrained Multi-access Communications
    J. Yang and S. Ulukus, IEEE Trans. on Wireless Communications, 9(9):2754-2767, September 2010.