Recommender Systems: (Graph Embedding and CTR):

  1. Hansheng Xue, Luwei Yang, Vaibhav Rajan, Wen Jiang, Yi Wei, Yu Lin, “Multiplex Bipartite Network Embedding using Dual Hypergraph Convolutional Networks”, in Proceedings of the 30th The Web Conference (WWW), 2021. [PDF][CODE].
  2. Zhibo Xiao, Luwei Yang, Wen Jiang, Yi Wei, Yi Hu, Hao Wang, “Deep Multi-Interest Network for Click-through Rate Prediction”, in Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM), 2020 [PDF] [CODE]
  3. Hansheng Xue, Luwei Yang, Wen Jiang, Yi Wei, Yi Hu, Yu Lin, “Modeling Dynamic Heterogeneous Network for Link Prediction using Hierarchical Attention with Temporal RNN”, in Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2020 [PDF] [CODE]
  4. Luwei Yang, Zhibo Xiao, Wen Jiang, Yi Wei, Yi Hu, and Hao Wang, “Dynamic heterogeneous graph embedding using hierarchical attentions,” in Proceedings of the 42nd European Conference on Information Retrieval (ECIR), 2020 [PDF] [VIDEO]

Music Information Retrieval:

  1. Eric J. Humphrey, Sravana Reddy, Prem Seetharaman, Aparna Kumar, Rachel M. Bittner, Andrew Demetriou, Sankalp Gulati, Andreas Jansson, Tristan Jehan, Bernhard Lehner, Anna Krupse, Luwei Yang. “An Introduction to Signal Processing for Singing-Voice Analysis: High Notes in the Effort to Automate the Understanding of Vocals in Music.” IEEE Signal Processing Magazine 36, no. 1 (2019): 82-94. [PDF]
  2. Luwei Yang, Khalid Z. Rajab and Elaine Chew. Filter Diagonalisation Method for Music Signal Analysis: Frame-wise Vibrato Detection and Estimation, Journal of Mathematics and Music (JMM),  DOI: 10.1080/17459737.2016.1263897, 2017. [PDF]
  3. Luwei Yang, Akira Maezawa, Jordan B. L. Smith and Elaine Chew.Probabilisitic Transcription of Sung Melody using A Pitch Dynamic Model, In Proc. of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2017. [PDF] [CODE]
  4. Luwei Yang, Khalid Z. Rajab and Elaine Chew. AVA: An Interactive System for Visual and Quantitative Analyses of Vibrato and Portamento Performance Styles, In Proc. of the 17th International Society for Music Information Retrieval Conference (ISMIR), 2016. [PDF] [CODE]
  5. Luwei Yang, Khalid Z. Rajab and Elaine Chew. AVA: A Graphical User Interface for Automatic Vibrato and Portamento Detection and Analysis, In Proc. of the 42nd International Computer Music Conference (ICMC), September 2016. [PDF]
  6. Luwei Yang, Mi Tian and Elaine Chew. Vibrato Characteristics and Frequency Histogram Envelopes in Beijing Opera Singing, In Proc. of the Fifth International Workshop on Folk Music Analysis (FMA), June 2015. [PDF]
  7. Luwei Yang, Elaine Chew and Khalid Z. Rajab. Logistic Modeling of Note Transitions, In Mathematics and Computation in Music (MCM), vol. 9110 of Lecture Notes in Computer Science, pp. 161–172, Springer International Publishing, 2015. [PDF]
  8. Luwei Yang, Elaine Chew and Khalid Z. Rajab. Cross-cultural Comparisons of Expressivity in Recorded Erhu and Violin Music: Performer Vibrato Styles. In Proc. of the Fourth International Workshop on Folk Music Analysis (FMA), June 2014. [PDF]
  9. Luwei Yang, Elaine Chew and Khalid Z. Rajab. Vibrato Performance Style: A Case Study Comparing Erhu and Violin. In Proc. of the 10th International Conference on Computer Music Multidisciplinary Research (CMMR), pp: 904-919, October 2013.  [PDF]