Jun Yang

Jun Yang

Tenure Track Assistant Professor


Publication year:
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  1. 2023

  2. State-domain change point detection for nonlinear time series regression

    Cui, Y., Yang, Jun & Zhou, Z., May 2023, In: Journal of Econometrics. 234, 1, p. 3-27

    Research output: Contribution to journal › Journal article › Research › peer-review

  3. Complexity results for MCMC derived from quantitative bounds

    Yang, Jun & Rosenthal, J. S., 1 Apr 2023, In: Annals of Applied Probability. 33, 2, p. 1459-1500

    Research output: Contribution to journal › Journal article › Research › peer-review

  4. Published

    Tuning Stochastic Gradient Algorithms for Statistical Inference via Large-Sample Asymptotics

    Negrea, J., Yang, Jun, Feng, H., Roy, D. M. & Huggins, J. H., 2023, arXiv preprint, 42 p.

    Research output: Working paper › Preprint › Research

  5. 2022

  6. Dimension-Free Mixing for High-Dimensional Bayesian Variable Selection

    Zhou, Q., Yang, Jun, Vats, D., Roberts, G. O. & Rosenthal, J. S., 1 Nov 2022, In: Journal of the Royal Statistical Society, Series B (Statistical Methodology). 84, 5, p. 1751–1784

    Research output: Contribution to journal › Journal article › Research › peer-review

  7. Stereographic Markov Chain Monte Carlo

    Yang, Jun, Łatuszyński, K. & Roberts, G. O., 24 May 2022, arXiv preprint, 86 p.

    Research output: Working paper › Preprint › Research

  8. Spectral Inference under Complex Temporal Dynamics

    Yang, Jun & Zhou, Z., 2 Jan 2022, In: Journal of the American Statistical Association. 117, 537, p. 133-155

    Research output: Contribution to journal › Journal article › Research › peer-review

  9. 2020

  10. Optimal scaling of random-walk Metropolis algorithms on general target distributions

    Yang, Jun, Roberts, G. O. & Rosenthal, J. S., Oct 2020, In: Stochastic Processes and Their Applications. 30, 10, p. 6094-6132

    Research output: Contribution to journal › Journal article › Research › peer-review

  11. 2019

  12. Linear programming bounds on the union probability

    Yang, Jun, Alajaji, F. & Takahara, G., 21 Oct 2019, In: Communications in Statistics: Simulation and Computation. 48, 9, p. 2845-2854 10 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  13. Drift, Minorization, and Hitting Times

    Anderson, R. M., Duanmu, H., Smith, A. & Yang, Jun, 14 Oct 2019, arXiv preprint, 18 p.

    Research output: Working paper › Preprint › Research

  14. Fast-rate PAC-Bayes generalization bounds via shifted rademacher processes

    Yang, Jun, Sun, S. & Roy, D. M., 2019, In: Advances in Neural Information Processing Systems. 32

    Research output: Contribution to journal › Conference article › Research › peer-review

  15. 2017

  16. Joint Design of Optimal Precoding and Cooperative Jamming for Multiuser Secure Broadcast Systems

    Kang, J. M., Yang, Jun, Ha, J. & Kim, I. M., Nov 2017, In: IEEE Transactions on Vehicular Technology. 66, 11, p. 10551-10556 6 p., 8000595.

    Research output: Contribution to journal › Journal article › Research › peer-review

  17. A Short Survey on Bounding the Union Probability using Partial Information

    Yang, Jun, Alajaji, F. & Takahara, G., 20 Oct 2017, arXiv preprint, 18 p.

    Research output: Working paper › Preprint › Research

  18. 2016

  19. Distributed Beamforming in Two-Way Relay Networks with Interference and Imperfect CSI

    Salari, S., Amirani, M. Z., Kim, I. M., Kim, D. I. & Yang, Jun, Jun 2016, In: IEEE Transactions on Wireless Communications. 15, 6, p. 4455-4469 15 p., 7433478.

    Research output: Contribution to journal › Journal article › Research › peer-review

  20. Asymptotically optimal cooperative jamming for physical layer security

    Yang, Jun, Salari, S., Kim, I. M., Kim, D. I., Kim, S. & Lim, K., Feb 2016, In: Journal of Communications and Networks. 18, 1, p. 84-94 11 p., 000011.

    Research output: Contribution to journal › Journal article › Research › peer-review

  21. Lower Bounds on the Probability of a Finite Union of Events

    Yang, Jun, Alajaji, F. & Takahara, G., Jan 2016, In: SIAM Journal on Discrete Mathematics. 30, 3

    Research output: Contribution to journal › Journal article › Research › peer-review

  22. Lower bounds on the probability of a finite union of events

    Yang, Jun, Alajaji, F. & Takahara, G., 2016, In: SIAM Journal on Discrete Mathematics. 30, 3, p. 1437-1452 16 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  23. On bounding the union probability using partial weighted information

    Yang, Jun, Alajaji, F. & Takahara, G., 2016, In: Statistics and Probability Letters. 116, p. 38-44 7 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  24. 2015

  25. On bounding the union probability

    Yang, Jun, Alajaji, F. & Takahara, G., 28 Sep 2015, Proceedings - 2015 IEEE International Symposium on Information Theory, ISIT 2015. Institute of Electrical and Electronics Engineers Inc., p. 1761-1765 5 p. 7282758. (IEEE International Symposium on Information Theory - Proceedings, Vol. 2015-June).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  26. Parametric space-time detection and range estimation of a small target

    Hao, C., Gazor, S., Orlando, D., Foglia, G. & Yang, Jun, 1 Feb 2015, In: IET Radar, Sonar and Navigation. 9, 2, p. 221-231 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  27. 2014

  28. Joint design of optimal cooperative jamming and power allocation for linear precoding

    Yang, Jun, Kim, I. M. & Kim, D. I., 1 Sep 2014, In: IEEE Transactions on Communications. 62, 9, p. 3285-3298 14 p., 6872551.

    Research output: Contribution to journal › Journal article › Research › peer-review

  29. New bounds on the probability of a finite union of events

    Yang, Jun, Alajaji, F. & Takahara, G., 2014, 2014 IEEE International Symposium on Information Theory, ISIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 1271-1275 5 p. 6875037. (IEEE International Symposium on Information Theory - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  30. 2013

  31. Optimal cooperative jamming for multiuser broadcast channel with multiple eavesdroppers

    Yang, Jun, Kim, I. M. & Kim, D. I., 2013, In: IEEE Transactions on Wireless Communications. 12, 6, p. 2840-2852 13 p., 6497006.

    Research output: Contribution to journal › Journal article › Research › peer-review

  32. Power-constrained optimal cooperative jamming for multiuser broadcast channel

    Yang, Jun, Kim, I. M. & Kim, D. I., 2013, In: IEEE Wireless Communications Letters. 2, 4, p. 411-414 4 p., 6515580.

    Research output: Contribution to journal › Journal article › Research › peer-review

  33. 2012

  34. Adaptive detection of distributed targets with orthogonal rejection

    Hao, C., Yang, Jun, Ma, X., Hou, C. & Orlando, D., 1 Jul 2012, In: IET Radar, Sonar and Navigation. 6, 6, p. 483-493 11 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  35. Adaptive detection of multiple point-like targets under conic constraints

    Hao, C., Bandiera, F., Yang, Jun, Orlando, D., Yan, S. & Hou, C., 2012, In: Progress in Electromagnetics Research. 129, p. 231-250 20 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  36. Linear receiver for the uplink in distributed antenna systems

    Yang, Jun, Kim, I. M., Kim, D. I. & Chan, F., 2012, In: IEEE Transactions on Wireless Communications. 11, 11, p. 4161-4171 11 p., 6317111.

    Research output: Contribution to journal › Journal article › Research › peer-review

  37. 2011

  38. Adaptive detection of multiple point-like targets with conic acceptance

    Hao, C., Bandiera, F., Yang, Jun & Hou, C., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 2684-2687 4 p. 5947038. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  39. Adaptive radar detection of distributed targets with orthogonal rejection

    Hao, C., Yang, Jun & Hou, C., 2011, RadarCon'11 - In the Eye of the Storm: 2011 IEEE Radar Conference. p. 58-61 4 p. 5960499. (IEEE National Radar Conference - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  40. Regularization for capon and APES

    Yang, Jun, Hao, C., Ma, X. & Hou, C., 2011, RadarCon'11 - In the Eye of the Storm: 2011 IEEE Radar Conference. p. 195-199 5 p. 5960527. (IEEE National Radar Conference - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  41. 2010

  42. Pseudo-correlation-function-based unambiguous tracking technique for sine-BOC signals

    Yao, Z., Cui, X., Lu, M., Feng, Z. & Yang, Jun, Oct 2010, In: IEEE Transactions on Aerospace and Electronic Systems. 46, 4, p. 1782-1796 15 p., 5595594.

    Research output: Contribution to journal › Journal article › Research › peer-review

  43. 2009

  44. Automatic generalized loading for robust adaptive beamforming

    Yang, Jun, Ma, X., Hou, C. & Liu, Y., 2009, In: IEEE Signal Processing Letters. 16, 3, p. 219-222 4 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  45. Automatic robust adaptive beamforming based on latent root regression

    Yang, Jun, Ma, X., Hou, C. & Liu, Y., 2009, 2009 IEEE 10th Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2009. p. 544-548 5 p. 5161844. (IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  46. Automatic robust linear receiver for multi-access space-time block coded MIMO systems

    Yang, Jun, Ma, X., Hou, C., Liu, Y. & Yao, Z., 2009, In: IEEE Signal Processing Letters. 16, 8, p. 687-690 4 p.

    Research output: Contribution to journal › Journal article › Research › peer-review

  47. Shrinkage-based capon and APES for spectral estimation

    Yang, Jun, Ma, X., Hou, C. & Liu, Y., 2009, In: IEEE Signal Processing Letters. 16, 10, p. 869-872 4 p., 2026203.

    Research output: Contribution to journal › Journal article › Research › peer-review

  48. 2008

  49. A static multiprocessor scheduling algorithm for arbitrary directed task graphs in uncertain environments

    Yang, Jun, Ma, X., Hou, C. & Yao, Z., 2008, Algorithms and Architectures for Parallel Processing - 8th International Conference, ICA3PP 2008, Proceedings. Springer, p. 18-29 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5022 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  50. Detection in reverberation using space time adaptive prewhiteners

    Li, W., Ma, X., Zhu, Y., Yang, Jun & Hou, C., 2008, In: Journal of the Acoustical Society of America. 124, 4, p. EL236-EL242

    Research output: Contribution to journal › Journal article › Research › peer-review

  51. Secure Underwater acoustic communication based on a robust key generation scheme

    Liu, Y., Jing, J. & Yang, Jun, 2008, 2008 9th International Conference on Signal Processing, ICSP 2008. p. 1838-1841 4 p. 4697498. (International Conference on Signal Processing Proceedings, ICSP).

    Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

ID: 337812761