Siqi Liang

Researcher, Amazon Shopping, Amazon

Joined

May 2021

Names

Siqi Liang (Preferred)

Emails

****@purdue.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon Shopping, Amazon (amazon.com)

2022 – Present

PhD student

Department of Statistics, Purdue University (purdue.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2022

Expertise

Machine Learning

Present

Deep Learning

Present

Stochastic Neural Network

Present

Sufficient Dimension Reduction

Present

Publications

C-TLSAN: Content-Enhanced Time-aware Long- and Short-term Attention Network for Personalized Recommendation
Siqi Liang, YUDI ZHANG, Yubo Wang
- GenAIRecP 2025
- Readers: Everyone
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
Siqi Liang, Yan Sun, Faming Liang
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
Siqi Liang, Yan Sun, Faming Liang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- NeurIPS 2022
- Readers: Everyone
Interacting Contour Stochastic Gradient Langevin Dynamics
Wei Deng, Siqi Liang, Botao Hao, Guang Lin, Faming Liang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- ICLR 2022
- Readers: Everyone
Interacting Contour Stochastic Gradient Langevin Dynamics
Wei Deng, Siqi Liang, Botao Hao, Guang Lin, Faming Liang
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone

Co-Authors