9 citations · 9 across the 12 of their papers we have counts for
5 papers · 1 filter
Democratizing LLM Training with the Edge: Challenges, Systems, and the Road Ahead
Ziyue Luo, Jiaxuan Cai, Cedric LeDenmat +27
The growing computational power of modern GPU data centers has let a few industrial giants train and deploy large language models (LLMs) on massive amounts of data. Yet the sheer s…
Secure Integrated Sensing and Communication: Information Theory Offers Insights
Truman Welling, Onur Günlü, Aylin Yener
Integrated sensing and communication (ISAC) combines sensing and communication within a shared system framework by using the same transmitted signal for both objectives. ISAC can i…
One-Shot Secret Sharing with Monotone Access Structures over Classical-Quantum Broadcast Channels
Truman Welling, Rémi A. Chou, Aylin Yener
We consider a secret sharing setting with a monotone access structure involving a control node and users, connected via a classical-quantum broadcast channel whose input is con…
Private Sum Computation: Trade-Offs between Communication, Randomness, and Privacy
Remi A. Chou, Joerg Kliewer, Aylin Yener
Consider multiple users and a fusion center. Each user possesses a sequence of bits and can communicate with the fusion center through a one-way public channel. The fusion center's…
FFCz: Fast Fourier Correction for Spectrum-Preserving Lossy Compression of Scientific Data
Congrong Ren, Robert Underwood, Sheng Di +5
This paper introduces a novel technique to preserve spectral features in lossy compression based on a novel fast Fourier correction algorithm\added{ for regular-grid data}. Preserv…