Journals

  1. W. Huang, A. G. Marques, and A. Ribeiro, “Rating prediction via graph signal processing,” IEEE Transaction on Signal Processing., vol. 66, no. 19, pp. 5066-5081, Aug. 2018. 

  2. W. Huang and A. Ribeiro, Hierarchical Clustering Given Confidence Intervals of Metric Distances, IEEE Transaction on Signal Processing, vol. 66, no. 10, pp. 2600-2615, May 2018.

  3. W. Huang*, T. A. W. Bolton*, J. D. Medaglia, D. S. Bassett, A. Ribeiro, D. Van De Ville, A Graph Signal Processing Perspective on Functional Brain Imaging, Proceeding of IEEE, vol. 106, no. 5, pp. 868-885, Mar. 2018.

  4. J. D. Medaglia, W. Huang, E. A. Karuza, S. T. Tompson-Schill, A. Ribeiro, D. S. Bassett, Functional Alignment with Anatomical Networks is Associated with Cognitive Flexibility, Nature Human Behavior, vol. 2, no. 2, pp. 156, Feb. 2018.

  5. W. Huang and A. Ribeiro, Network Comparison: Embeddings and Interiors, IEEE Transaction on Signal Processing, vol. 66, no. 2, pp. 412-427, Jan. 2018.

  6. J. D. Medaglia, W. Huang, S. Segarra, C. Olm, J. Gee, M. Grossman, A. Ribeiro, C. T. McMillan, D. S. Bassett, Brain network efficiency is influenced by pathological source of corticobasal syndrome, Neurology, vol. 89, no. 13, pp. 1373-1381, Sep. 2017.

  7. W. Huang and A. Ribeiro, Persistent Homology Lower Bounds on High Order Network Distances, IEEE Transaction on Signal Processing, vol. 65, no. 2, pp. 319-334, Jan. 2017.

  8. W. Huang, L. Goldsberry, N.F. Wymbs, S.T. Grafton, D.S. Bassett and A. Ribeiro, Graph Frequency Analysis of Brain Signals, IEEE Journal of Selected Topics on Signal Process., vol. 10, no. 7, pp. 1189 - 1203, Oct. 2016.

  9. W. Huang and A. Ribeiro, Metrics in the Space of High Order Networks, IEEE Transaction on Signal Processing, vol. 64, no. 3, pp. 615-629, Feb. 2016.

  10. S. Segarra, W. Huang and A. Ribeiro, Diffusion and Superposition Distances for Signals Supported on Networks, IEEE Transaction on Signal and Information Processing over Networks, vol. 1, no. 1, pp. 20-32, Mar. 2015.

Conferences

  1. W. Huang, Y. Wang, Z. Li, E. Zhao, Y. Yuan, and A. Ribeiro, Modeling Treatment Delays for Patients Using Feature Label Pairs in a Time Series, Machine Learning for Health (ML4H) Workshop at Neural Information Processing Systems (NIPS), Dec. 2018.

  2. W. Huang, A. G. Marques, and A. Ribeiro, Matrix Completion Via Graph Signal Processing, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. (accepted), Apr. 2018.

  3. W. Huang*, T. A. W. Bolton*, J. D. Medaglia, D. S. Bassett, A. Ribeiro, and D. Van De Ville, Graph signal processing of human brain imaging data, in IEEE Asilomar Conference on Signals, Systems Computers (Asilomar), pp. (accepted), Oct. 2017.

  4. W. Huang and A. Ribeiro, Partial Embedding Distance for Networks, in IEEE Asilomar Conference on Signals, Systems Computers (Asilomar), pp. (to appear), Oct. 2017.

  5. W. Huang, A. G. Marques, and A. Ribeiro, Collaborative filtering via graph signal processing, in IEEE European Signal Processing Conference (EUSIPCO), pp. 1694-1698, Aug. 2017.

  6. L. Goldsberry, W. Huang, N.F. Wymbs, S.T. Grafton, D.S. Bassett and A. Ribeiro, Brain Signal Analytics from Graph Signal Processing Perspective, in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 851-855, Mar. 2017.

  7. W. Huang and A. Ribeiro, Axiomatic Hierarchical Clustering given Intervals of Metric Distances, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 4227-4231, Mar. 2017.

  8. W. Huang and A. Ribeiro, Axiomatic Hierarchical Clustering for Intervals of Metric Distances, in IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 217-221, Dec. 2016.

  9. W. Huang and A. Ribeiro, Persistent Homology Lower Bounds on Distances in the Space of Networks, in IEEE Asilomar Conference on Signals, Systems Computers (Asilomar), pp. 72-76, Nov. 2016.

  10. J. Ma, W. Huang, S. Segarra and A. Ribeiro, Diffusion Filtering for Graph Signals and Its Use in Recommendation Systems, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 4563 - 4567, Mar. 2016.

  11. W. Huang and A. Ribeiro, Persistent Homology Lower Bounds on Network Distances, in IEEE Proceeding of International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 4845 - 4849, Mar. 2016.

  12. W. Huang and A. Ribeiro, Persistent Homology Approximations of Network Distances, in IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 1002-1006, Dec. 2015.

  13. W. Huang, S. Segarra and A. Ribeiro, Diffusion Distance for Signals Supported on Networks, in IEEE Asilomar Conference on Signals, Systems Computers (Asilomar), pp. 1219-1223, Nov. 2015.

  14. W. Huang and A. Ribeiro, Metrics in the Space of High Order Proximity Networks, in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)., pp. 4135-4139, Apr. 2015.

  15. W. Huang, Z. Khalid, and R.A. Kennedy, Efficient computation of spherical harmonic transform using parallel architecture of CUDA, in IEEE International Conference on Signal Processing and Communication Systems (ICSPCS), pp. 1-6, Dec. 2011.

* indicates equal contribution.

Patents

  1. Methods, systems, and computer readable media for predicting ratings using graph filters, US20190066187A1

Theses

Weiyu Huang, Space of admissible hierarchical clustering metrics given uncertain observations, Master's thesis, University of Pennsylvania.

Weiyu Huang, Networked data analytics: Network comparison and applied graph signal processing. Doctoral's dissertation, University of Pennsylvania.