conftrace_

Stacy Patterson

4 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge

Conferences

ICLR (2) ICML (2)

Top co-authors

Shiqiang Wang (2) Anirban Das (2) Timothy Castiglia (2) Linh Tran (1) Swanand Kadhe (1) Ana Milanova (1) Timothy J Castiglia (1) Wei Sun (1) Yi Zhou (1) Nathalie Baracaldo (1)

Keywords

communication efficiency (2) vertical federated learning (2) communication compression (1) distributed system (1) prediction task (1) message compression (1) feature selection (1) message quantization (1) distributed learning (1)

Papers

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models ICLR 2025 LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023 Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data ICML 2022 Multi-Level Local SGD: Distributed SGD for Heterogeneous Hierarchical Networks ICLR 2021