Liping Yi

6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (11) 🗺️ Taxonomy Completionist (19)

Conferences

AAAI (2) ICCV (1) ICML (1) IJCAI (1) NIPS (1)

Top co-authors

Gang Wang (5) Xiaoguang Liu (5) Xiaoxiao Li (4) Han Yu (4) Chao Ren (2) Zhuan Shi (1) Wang Gang (1) Lizhen Cui (1) Huidong Ma (1) Yingfeng Zheng (1)

Keywords

federated learning (4) model heterogeneous (2) communication efficiency (2) knowledge transfer (2) representation learning (2) model compression (2) client sampling (1) communication compression (1) personalized model (1) lossless compression (1) client selection (1) matryoshka representation (1) representation fusion (1) knowledge exchange (1) parameter aggregation (1) communication optimization (1) adaptive compression (1) feature extractor (1) model heterogeneous personalized (1) semantic similarity aggregation (1)

Papers

Genomics Data Lossless Compression with (S, K)-Mer Encoding and Deep Neural Networks AAAI 2025

pFedES: Generalized Proxy Feature Extractor Sharing for Model Heterogeneous Personalized Federated Learning AAAI 2025

Federated Representation Angle Learning ICCV 2025

Federated Model Heterogeneous Matryoshka Representation Learning NIPS 2024

FedSSA: Semantic Similarity-based Aggregation for Efficient Model-Heterogeneous Personalized Federated Learning IJCAI 2024

QSFL: A Two-Level Uplink Communication Optimization Framework for Federated Learning ICML 2022