3 papers
math.ST2026
Multimodal Alignment Through Joint Kernel Entropic Gromov--Wasserstein Optimal Transport
Yixuan Florence Wu, Yilun Zhu, Naichen Shi
We study the problem of aligning data from multiple modalities into a shared representation space, focusing on settings where strong pretrained unimodal encoders are available but…
stat.ML2025
Calibrated Principal Component Regression
Yixuan Florence Wu, Yilun Zhu, Lei Cao +1
We propose a new method for statistical inference in generalized linear models. In the overparameterized regime, Principal Component Regression (PCR) reduces variance by projecting…
cs.CV2024
LLMCount: Enhancing Stationary mmWave Detection with Multimodal-LLM
Boyan Li, Shengyi Ding, Deen Ma +3
Millimeter wave sensing provides people with the capability of sensing the surrounding crowds in a non-invasive and privacy-preserving manner, which holds huge application potentia…