conftrace_

Anran Li

5 papers · 2023–2025 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) IJCAI (2) RSS (1)

Top co-authors

Zhiming Li (2) Yang Liu (2) Tianlin Li (2) Mingsong Chen (2) Ming Hu (2) Qing Guo (1) Gitesh Gunjal (1) Ram Vasudevan (1) Ruixuan Liu (1) Mengnan Du (1)

Research topics

Machine Learning (5) Artificial Intelligence (3) Application Areas (3) Optimization & Theory (3) Learning Paradigms · Machine Learning (2) Learning Paradigms · Artificial Intelligence (2) Deep Learning (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

data heterogeneity (2) non-iid data (2) federated learning (2) model calibration (1) privacy preservation (1) model aggregation (1) bias mitigation (1) feature extractor (1) global model (1) personalized learning (1) stochastic mutation (1) split federated learning (1) multi-model aggregation (1) knowledge replay (1) multi-modal bayesian inference (1) physical property estimation (1) visual-tactile fusion (1) conjugate pair (1) group contribution (1) gradient-based metric (1)

Papers

MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay AAAI 2025 Dual Calibration-based Personalised Federated Learning IJCAI 2024 FedMut: Generalized Federated Learning via Stochastic Mutation AAAI 2024 You’ve Got to Feel It To Believe It: Multi-Modal Bayesian Inference for Semantic and Property Prediction RSS 2024 Fairness via Group Contribution Matching IJCAI 2023