works on

From the 1 of 5 linked papers with an AI index.

collaborators

5 papers

cs.LG2026

Bits and Memories: Measuring Verbatim Extraction Across LLM Quantization

Akshay Sasi

Language models are almost always quantized before they are deployed, and a growing line of work asks whether quantization also lowers their privacy risk. That work measures privac…

cs.LG2026

HyperShadow: A Benchmark for Detecting 3D Projections of Higher-Dimensional Spatial Objects

Akshay Sasi

The paper introduces HyperShadow, a benchmark dataset for distinguishing whether a 3D point cloud is a genuine three‑dimensional object or a projection (shadow) of a higher‑dimensi…

cs.LG2026

Pupillometry and Brain Dynamics for Cognitive Load in Working Memory

Nusaibah Farrukh, Malavika Pradeep, Akshay Sasi +2

Cognitive load, the mental effort required during working memory, is central to neuroscience, psychology, and human-computer interaction. Accurate assessment is vital for adaptive…

cs.LG2026

Cross-Modal Computational Model of Brain-Heart Interactions via HRV and EEG Feature

Malavika Pradeep, Akshay Sasi, Nusaibah Farrukh +2

The electroencephalogram (EEG) has been the gold standard for quantifying mental workload; however, due to its complexity and non-portability, it can be constraining. ECG signals,…

cs.LG2026

Unveiling the Heart-Brain Connection: An Analysis of ECG in Cognitive Performance

Akshay Sasi, Malavika Pradeep, Nusaibah Farrukh +2

Understanding the interaction of neural and cardiac systems during cognitive activity is critical to advancing physiological computing. Although EEG has been the gold standard for…