publications

2025

1. MeditCom

   Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks

   Tianqu Kang, Zixin Wang, Hengtao He, and 3 more authors

   In Proc. IEEE Int. Mediterranean Conf. Commun. Netw. (MeditCom), 2025

   arXiv Bib HTML

   @inproceedings{kang2025fedlora,
     title = {Federated Low-Rank Adaptation with Differential Privacy over Wireless Networks},
     author = {Kang, Tianqu and Wang, Zixin and He, Hengtao and Zhang, Jun and Song, Shenghui and Letaief, Khaled B.},
     booktitle = {Proc. IEEE Int. Mediterranean Conf. Commun. Netw. (MeditCom)},
     address = {Nice, France},
     year = {2025},
   }

2024

1. MeditCom

   The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective

   Tianqu Kang, Lumin Liu, Hengtao He, and 3 more authors

   In Proc. IEEE Int. Mediterranean Conf. Commun. Netw. (MeditCom), 2024

   arXiv Bib HTML

   @inproceedings{kang2024quantization,
     title = {The Effect of Quantization in Federated Learning: {A} {R\'{e}nyi} Differential Privacy Perspective},
     author = {Kang, Tianqu and Liu, Lumin and He, Hengtao and Zhang, Jun and Song, Shenghui and Letaief, Khaled B.},
     booktitle = {Proc. IEEE Int. Mediterranean Conf. Commun. Netw. (MeditCom)},
     address = {Madrid, Spain},
     year = {2024},
   }

2022

1. arXiv

   Optimization of a Real-Time Wavelet-Based Algorithm for Improving Speech Intelligibility

   Tianqu Kang, Anh-Duc Dinh, Bowen Wang, and 3 more authors

   arXiv preprint arXiv:2202.02545, 2022

   Bib HTML

   @article{kang2022wavelet,
     title = {Optimization of a Real-Time Wavelet-Based Algorithm for Improving Speech Intelligibility},
     author = {Kang, Tianqu and Dinh, Anh-Duc and Wang, Bowen and Du, Tianqi and Chen, Yuchen and Chau, Kevin},
     journal = {arXiv preprint arXiv:2202.02545},
     year = {2022},
   }

2. CVPRW

   Optimising rPPG Signal Extraction by Exploiting Facial Surface Orientation

   Kwan Long Wong, J. Wei Chin, T. T. Chan, and 4 more authors

   In 2022 IEEE/CVF Conf. Comput. Vis. Pattern Recog. Workshops (CVPRW), Jun 2022

   Bib HTML

   @inproceedings{wong2022rppg,
     title = {Optimising {rPPG} Signal Extraction by Exploiting Facial Surface Orientation},
     author = {Wong, Kwan Long and Chin, J. Wei and Chan, T. T. and Odinaev, I. and Suhartono, K. and Tianqu, K. and So, R. H. Y.},
     booktitle = {2022 IEEE/CVF Conf. Comput. Vis. Pattern Recog. Workshops (CVPRW)},
     pages = {2164--2170},
     year = {2022},
     month = jun,
   }

2020

1. POMA

   A Real-Time Wavelet-Based Algorithm for Improving Speech Intelligibility

   Yuchen Chen, Tianqu Kang, Jie Zheng, and 4 more authors

   Proc. Meet. Acoust. (POMA), Dec 2020

   Bib HTML

   @article{chen2020wavelet,
     title = {A Real-Time Wavelet-Based Algorithm for Improving Speech Intelligibility},
     author = {Chen, Yuchen and Kang, Tianqu and Zheng, Jie and Wan, Yuanfei and Sim, K. Y. H. and Chau, E. and Chau, Kevin},
     journal = {Proc. Meet. Acoust. (POMA)},
     volume = {42},
     number = {1},
     pages = {060009},
     year = {2020},
     month = dec,
   }