Fearless Concurrency on the GPU

Rust has made safe systems programming practical on the CPU, but writing custom GPU kernels in Rust still forces programmers outside the language's ownership guarantees. We present cuTile Rust, a tile-based system for safe, idiomatic GPU kernel authoring in Rust. cuTile Rust extends Rust's ownership discipline to tile-based GPU kernels: mutable outputs are split into disjoint pieces, kernel launches preserve the host-side ownership contract, and programmers can opt out locally when they need lower-level control.

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models

Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples

VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge

Federated Learning in Healthcare: From Research to Real-World Deployment

Do Gradient Inversion Attacks Make Federated Learning Unsafe?

Federated learning for predicting clinical outcomes in patients with COVID-19

The future of digital health with federated learning

Blaire Yu

Steven Gong

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