Faculty Directory
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Education
| Ph.D. | Electrical Engineering, University of California, San Diego, CA, USA (2019) |
| M.S. | Electrical Engineering, University of Maryland, College Park, MD, USA (2016) |
| B.E. | Electronic Engineering, Tsinghua University (2012) |
Work Experience
| 2020 – present | Assistant Professor, UM-SJTU Joint Institute, Shanghai Jiao Tong University |
Honors and Awards
- Shannon Graduate Fellowship, University of California, San Diego (2019)
- Qualcomm Fellow-Mentor-Advisor Fellowship (2018)
- Best Student Paper Award (First Place), IEEE 42nd ICASSP, New Orleans, USA (2017)
- Clark School of Engineering Distinguished Graduate Fellowship, University of Maryland, College Park, USA (2012)
- Good Graduate Award, Tsinghua University (2012)
Research Interests
- Statistical Signal Processing, Array Signal Processing
- High-Dimensional Statistics, Linear and Non-Linear Optimization
- Compressed Sensing Theory and Algorithms
Selected Publications
- H. Qiao, P. Pal. Guaranteed Localization of More Sources than Sensors with Finite Snapshots in Multiple Measurement Vector Models Using Difference Co-Arrays[J]. IEEE Transactions on Signal Processing, 2019, 67(22): 5715-5729.
- Ali KoochakZadeh, H. Qiao, P. Pal. On Fundamental Limits of Joint Sparse Support Recovery Using Certain Correlation Priors[J]. IEEE Transactions on Signal Processing, 2018, 66(17): 4612-4625.
- H. Qiao, P. Pal. Gridless Line Spectrum Estimation and Low-Rank Toeplitz Matrix Compression Using Structured Samplers: A Regularization-Free Approach[J]. IEEE Transactions on Signal Processing, 2017, 65(9): 2211-2226.
- H. Qiao, P. Pal. On Maximum Likelihood Methods For Localizing More Sources than Sensors[J]. IEEE Signal Processing Letters, 2017, 24(5): 703-706.
- H. Qiao, P. Pal. Generalized Nested Sampling for Compressing Low Rank Toeplitz Matrices[J]. IEEE Signal Processing Letters, 2015, 22(11): 1844-1848.
- H. Qiao, P. Pal. Unified Analysis of Co-Array Interpolation for Direction-of-Arrival Estimation[C]. The 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, 2017. [Best Student Paper Award, First Place]
- H. Qiao, P. Pal. Understanding the Role of Positive Constraints in Sparse Bilinear Problems[C]. The 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Curacao, 2017. [Nominated for Best Student Paper Award Competition]
- H. Qiao, P. Pal. Sparse Phase Retrieval with Near Minimal Measurements: A Structured Sampling Based Approach[C]. The 41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016.
- H. Qiao and P. Pal. Sparse Phase Retrieval Using Partial Nested Fourier Samplers[C]. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, FL, USA, 2015.
- H. Qiao and P. Pal. Generalized Nested Sampling for Compression and Exact Recovery of Symmetric Toeplitz Matrix[C]. IEEE Global Conference on Signal and Information Processing (GlobalSIP), Atlanta, GA, USA, 2014.
Professional Service
- Reviewer for IEEE Transactions on Signal Processing, IEEE Transactions on Image Processing, IEEE Signal Processing Magazine, IEEE Signal Processing Letters, Signal Processing
Courses Taught (Recent 5 Years)
- University of Maryland, College Park: Analog and Digital Circuits, Communication Systems, Information Theory
- University of California, San Diego: Convex Optimization and Applications, Introduction to Linear and Nonlinear Optimization