Siting Liu (刘思廷)

(Ph.D., UAlberta 2019; M.Eng., HIT 2014; B.Eng., HIT 2012; NEYC 2008)

Researcher/Assistant professor@Shanghaitech University (tenure-track)
Room 3-322, School of Information Science and Technology
Email: liust at shanghaitech.edu.cn
Tel: +86 (021)-20684852
Research interests: stochastic computing; spiking neural networks; AI accelerators; VLSI design.

Research assistant/postdoc/graduate student positions are available. Interested candidate please send me an email with your CV and research statement (optional).
Candidates from all identities and backgrounds are encouraged to apply.

Teaching

1. Artificial Intelligence Computing Systems. 2022 Spring & 2023 Fall. ShanghaiTech University.
2. Computer Architecture I. 2023 Spring. ShanghaiTech University.

Publications

Please see Google Scholar.

Talks

1. Dynamic stochastic computing for efficient training of neural networks. CSTIC, Symposium IX: Design and automation of circuits and systems, 2022. (slide)
2. Dynamic stochastic computing and its applications. Invited talk at ECNU, Shanghai, 2021-06-02. (slide)
3. Dynamic stochastic circuits for gradient descent with momentum. Hardware-aware efficient training (HAET) workshop at ICLR conference, virtual, 2021-05-08. (slide/poster)
4. Introduction to dynamic stochastic computing. Stochastic COmputing for Neuromorphic Architectures (SCONA) workshop at DATE conference, virtual, 2020-03-13. (slide)
5. Dynamic stochastic computing for digital signal processing applications. DATE'20 conference, virtual, 2020-03. (slide)
6. Hardware ODE solvers using stochastic circuits. DAC'17 conference, Austin, 2017-06. (slide/poster)
7. Energy efficient stochastic computing with Sobol sequences. DATE'17 conference, Lausanne, 2017-03. (slide/poster)

Professional services

1. Reviewers for IEEE TCASI/II, TVLSI, TCAD, etc.
2. ACM member since 2017; IEEE member since 2021.
3. Session chair at NanoARCH 2021.
4. Publicity chair at NanoARCH 2022.

Current students

1. Han Li (Master student)
2. Hongqiao Zhang (Master student)
3. Yutao Gong (Exam-exemplified master student)
4. Zhaojun Ni (Master student)
5. Heng Shi (Master student)

© 2021 - 2023, Siting Liu