Sifan Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Variational Bayes

Top Venues

IEEE Trans. Inf. Theory

Publications

Sifan Liu, Rang Liu, Zhiping Lu, Ming Li, Qian Liu
Cooperative Cell-Free ISAC Networks: Joint BS Mode Selection and Beamforming Design. WCNC (2024)
Sifan Liu, Ming Li, Rang Liu, Wei Wang, Qian Liu
Joint Transmit Beamforming and Receive Filter Design for Cooperative Multi-Static ISAC Networks. IEEE Wirel. Commun. Lett. 13 (6) (2024)
Sifan Liu, Ming Li, Qian Liu
Joint BS Mode Selection and Beamforming Design for Cooperative Cell-Free ISAC Networks. CoRR (2023)
Sifan Liu, Rang Liu, Ming Li, Yang Liu, Qian Liu
Joint BS-RIS-User Association and Beamforming Design for RIS-Assisted Cellular Networks. IEEE Trans. Veh. Technol. 72 (5) (2023)
Haocheng Zhang, Sifan Liu, Rang Liu, Ming Li, Qian Liu
Distributed DRL Based Beamforming Design for RIS-Assisted Multi-Cell Systems. GLOBECOM (2023)
Yinghao Xu, Yuchao Lv, Xijun Zhu, Sifan Liu, Yuanyuan Sun, Yimin Wang
Hyperspectral image super-resolution reconstruction based on image partition and detail enhancement. Soft Comput. 27 (18) (2023)
Sifan Liu
Langevin Quasi-Monte Carlo. NeurIPS (2023)
Sifan Liu, Art B. Owen
Preintegration via Active Subspace. SIAM J. Numer. Anal. 61 (2) (2023)
Zhong Tang, Hao Zhang, Xinzhong Wang, Xinyang Gu, Biao Zhang, Sifan Liu
Rice threshing state prediction of threshing cylinder undergoing unbalanced harmonic response. Comput. Electron. Agric. 204 (2023)
Sifan Liu, Rang Liu, Ming Li, Yang Liu, Qian Liu
Joint BS-RIS-User Association and Beamforming Design for RIS-assisted Cellular Networks. CoRR (2022)
Sifan Liu, Art B. Owen
Pre-integration via Active Subspaces. CoRR (2022)
Sifan Liu, Art B. Owen
Quasi-Newton Quasi-Monte Carlo for variational Bayes. CoRR (2021)
Sifan Liu, Pengfei Ni, Rang Liu, Yang Liu, Ming Li, Qian Liu
BS-RIS-User Association and Beamforming Designs for RIS-aided Cellular Networks. ICCC (2021)
Sifan Liu, Art B. Owen
Quasi-Monte Carlo Quasi-Newton in Variational Bayes. J. Mach. Learn. Res. 22 (2021)
Fan Yang, Sifan Liu, Edgar Dobriban, David P. Woodruff
How to Reduce Dimension With PCA and Random Projections? IEEE Trans. Inf. Theory 67 (12) (2021)
Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou
WeChat Neural Machine Translation Systems for WMT20. WMT@EMNLP (2020)
Yinan An, Sifan Liu, Hongzhi Wang
Error Detection in a Large-Scale Lexical Taxonomy. Inf. 11 (2) (2020)
Sifan Liu, Edgar Dobriban
Ridge Regression: Structure, Cross-Validation, and Sketching. ICLR (2020)
Shuxiao Chen, Sifan Liu, Zongming Ma
Global and Individualized Community Detection in Inhomogeneous Multilayer Networks. CoRR (2020)
Jonathan Lacotte, Sifan Liu, Edgar Dobriban, Mert Pilanci
Limiting Spectrum of Randomized Hadamard Transform and Optimal Iterative Sketching Methods. CoRR (2020)
Fandong Meng, Jianhao Yan, Yijin Liu, Yuan Gao, Xianfeng Zeng, Qinsong Zeng, Peng Li, Ming Chen, Jie Zhou, Sifan Liu, Hao Zhou
WeChat Neural Machine Translation Systems for WMT20. CoRR (2020)
Jonathan Lacotte, Sifan Liu, Edgar Dobriban, Mert Pilanci
Optimal Iterative Sketching Methods with the Subsampled Randomized Hadamard Transform. NeurIPS (2020)
Chao Zhang, Sifan Liu, Neisei Hayashi, Sze Yun Set, Shinji Yamashita
Polarization-Insensitive Laser Scanning and Profiling Using Amplitude-Modulated CW Scheme. IEEE Trans. Instrum. Meas. 69 (7) (2020)
Edgar Dobriban, Sifan Liu
Asymptotics for Sketching in Least Squares Regression. NeurIPS (2019)
Qiang Long, Wei Wang, Jinfu Deng, Song Liu, Wenhao Huang, Fangying Chen, Sifan Liu
A Distributed System for Large-scale n-gram Language Models at Tencent. Proc. VLDB Endow. 12 (12) (2019)
Hao Zhou, Ming Chen, Qian Lin, Yong Wang, Xiaobin She, Sifan Liu, Rui Gu, Beng Chin Ooi, Junfeng Yang
Overload Control for Scaling WeChat Microservices. SoCC (2018)
Edgar Dobriban, Sifan Liu
A New Theory for Sketching in Linear Regression. CoRR (2018)
Sifan Liu, Hongzhi Wang
Error Detection in a Large-Scale Lexical Taxonomy. CoRR (2018)
Hao Zhou, Ming Chen, Qian Lin, Yong Wang, Xiaobin She, Sifan Liu, Rui Gu, Junfeng Yang
Scalable Overload Control for Large-scale Microservice Architecture. CoRR (2018)