Emaad Khwaja — accepted AI-conference papers

2025

This Time is Different: An Observability Perspective on Time Series Foundation Models

Ben Cohen, Emaad Khwaja, Youssef Doubli, Salahidine Lemaachi, Chris Lettieri, Charles Masson +13

NeurIPS 2025poster

We introduce Toto, a time series forecasting foundation model with 151 million parameters. Toto uses a modern decoder-only architecture coupled with architectural innovations designed to account for specific challenges found in multivariate observability time series data. Toto's pre-training corpus…

Cited by 0 Source ↗code ↗Scholar ↗

2023

CELLE-2: Translating Proteins to Pictures and Back with a Bidirectional Text-to-Image Transformer

Emaad Khwaja, Yun S. Song, Aaron Agarunov, Bo Huang

NeurIPS 2023poster

We present CELL-E 2, a novel bidirectional transformer that can generate images depicting protein subcellular localization from the amino acid sequences (and vice versa). Protein localization is a challenging problem that requires integrating sequence and image information, which most existing metho…

Cited by 3 Source ↗PDF ↗code ↗Scholar ↗