no code implementations • 18 Sep 2023 • Song Li, Yongbin You, Xuezhi Wang, Ke Ding, Guanglu Wan
To further expand the applications of multilingual artificial intelligence assistants and facilitate international communication, it is essential to enhance the performance of multilingual speech recognition, which is a crucial component of speech interaction.
no code implementations • 12 Apr 2023 • Yuxing Tian, Mingjie Zhu, Jiachi Luo, Song Li
This study focuses on long-term forecasting (LTF) on continuous-time dynamic graph networks (CTDGNs), which is important for real-world modeling.
no code implementations • 22 Nov 2022 • Song Li, Jiandong Zhou, Chong Mo, Jin Li, Geoffrey K. F. Tso, Yuxing Tian
Whereas in this study, we consider the evolving nature of cryptocurrency networks, and use local structural as well as the balance theory to guide the training process.
no code implementations • 27 Oct 2022 • Yuxing Tian, Zheng Liu, Yanwen Qu, Song Li, Jiachi Luo
This paper proposes a new GNN-oriented split federated learning method, named node {\bfseries M}asking and {\bfseries M}ulti-granularity {\bfseries M}essage passing-based Federated Graph Model (M$^3$FGM) for the above issues.
no code implementations • 24 Sep 2022 • Jie Wang, Yuji Liu, Binling Wang, Yiming Zhi, Song Li, Shipeng Xia, Jiayang Zhang, Feng Tong, Lin Li, Qingyang Hong
This paper describes a spatial-aware speaker diarization system for the multi-channel multi-party meeting.
no code implementations • 23 Jul 2022 • Song Li, Song Ke, Chenxing Yang, Jun Chen, Yi Xiong, Lirong Zheng, Hao liu, Liang Hong
Gonadotrophin-releasing hormone receptor (GnRH1R) is a promising therapeutic target for the treatment of uterine diseases.
no code implementations • 10 Jan 2022 • Tian Dong, Song Li, Han Qiu, Jialiang Lu
Learning-based Network Intrusion Detection Systems (NIDSs) are widely deployed for defending various cyberattacks.
no code implementations • 30 Oct 2021 • Jian Du, Song Li, Xiangyi Chen, Siheng Chen, Mingyi Hong
The equivalent privacy costs controlled by maintaining the same gradient clipping thresholds and noise powers in each step result in unstable updates and a lower model accuracy when compared to the non-DP counterpart.
no code implementations • 1 Sep 2021 • Ze Huang, Li Sun, Cheng Zhao, Song Li, Songzhi Su
We propose a new time-surface-like event stream representation method called Tencode.
no code implementations • 30 Jun 2021 • Dexin Liao, Jing Li, Yiming Zhi, Song Li, Qingyang Hong, Lin Li
For the SV system, we proposed a multi-task learning network, where phonetic branch is trained with the character label of the utterance, and speaker branch is trained with the label of the speaker.
1 code implementation • 30 Oct 2019 • Harnaik Dhami, Kevin Yu, Tianshu Xu, Qian Zhu, Kshitiz Dhakal, James Friel, Song Li, Pratap Tokekar
We also present a toolchain that can be used to create phenotyping farms for use in Gazebo simulations.
no code implementations • 16 Oct 2018 • Song Li, Geoffrey Kwok Fai Tso
In this paper, we propose a bottleneck supervised (BS) U-Net model for liver and tumor segmentation.