Ravi Kiran Selvam

Researcher, Amazon

Joined

September 2020

Names

Ravi Kiran Selvam (Preferred)

Emails

****@usc.edu (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2021 – Present

MS student

Data Science, University of Southern California (usc.edu)

2019 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2020 – 2021

PhD Advisor

Mayank Kejriwal

2019 – 2020

Expertise

Time Series Forecasting

Present

Large Language Models

Present

Deep Learning

Present

Publications

The Arrow of Time: What Tabular Foundation Models Miss in Time Series Forecasting
Andres Potapczynski, Ravi Kiran Selvam, Tatiana Konstantinova, Malcolm Wolff, Kin G. Olivares, Ruijun Ma, Michael W. Mahoney, Andrew Gordon Wilson, Boris N. Oreshkin, Dmitry Efimov
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Time-Aware Prior Fitted Networks for Zero-Shot Forecasting with Exogenous Variables
Andres Potapczynski, Ravi Kiran Selvam, Tatiana Konstantinova, Malcolm Wolff, Kin G. Olivares, Ruijun Ma, Dmitry Efimov, Michael W. Mahoney, Andrew Gordon Wilson, Boris N. Oreshkin
- Submitted to ICLR 2026
- Readers: Everyone
Zero-shot Forecasting by Simulation Alone
Boris N. Oreshkin, Mayank Jauhari, Ravi Kiran Selvam, Malcolm Wolff, Wenhao Pan, Shankar Ramasubramanian, Kin G. Olivares, Tatiana Konstantinova, Andres Potapczynski, Mengfei Cao, Dmitry Efimov, Michael W. Mahoney, Andrew Gordon Wilson
- ICLR 2026 Poster
- Readers: Everyone
Pre-training Text-to-Text Transformers for Concept-centric Common Sense
Wangchunshu Zhou, Dong-Ho Lee, Ravi Kiran Selvam, Seyeon Lee, Xiang Ren
- Published: 12 Jan 2021, Last Modified: 03 Apr 2024
- ICLR 2021 Poster
- Readers: Everyone

Co-Authors