Liping Yi

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

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (16)

Venues

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

Research topics

Machine Learning (6) Artificial Intelligence (5) Learning Paradigms · Artificial Intelligence (5) Application Areas (4) Learning Paradigms · Machine Learning (4) Deep Learning (3) Core Methods (3) Learning Types (3) Optimization & Theory (2) Architectures (1) Models (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

Federated Representation Angle Learning ICCV 2025 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 Model Heterogeneous Matryoshka Representation Learning NeurIPS 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