Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum Paper • 2311.18578 • Published Jun 27, 2025
TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels Paper • 2207.06343 • Published Jul 13, 2022
Rethinking Visual Privacy: A Compositional Privacy Risk Framework for Severity Assessment with VLMs Paper • 2603.21573 • Published Mar 23 • 1
Targeted Speaker Poisoning Framework in Zero-Shot Text-to-Speech Paper • 2603.07551 • Published Mar 8
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining Paper • 2511.21613 • Published Nov 26, 2025 • 2
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering Paper • 2510.02671 • Published Oct 3, 2025 • 1
The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage Paper • 2508.09603 • Published Aug 13, 2025 • 2
Federated Conformal Predictors for Distributed Uncertainty Quantification Paper • 2305.17564 • Published May 27, 2023
PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization Paper • 1905.13727 • Published May 31, 2019